(9594 events) Time zone: Conference local time zone
Toggle Poster Visibility
Oral
None
EntiRE: Invariant Learning for Robust Concept Erasure in Text-to-Image Generative Models
[
OpenReview]
Oral
None
Benchmark Health Index: A Systematic Framework for Benchmarking the Benchmarks of LLMs
[
OpenReview]
Oral
None
GenAI Evaluation Results are Largely Artifacts of Evaluation Design Choices: Evidence from Audit Studies of Resume Screening
[
OpenReview]
Oral
None
AdaSRU: Adaptive Source-Free Recommendation Unlearning via Gradient-Constrained Optimization
[
OpenReview]
Oral
None
HABIT: Human-Aware Behavior and Interaction Training Dataset for Robot Manipulation
[
OpenReview]
Oral
None
Impossibility of Distribution-Free Predictive Inference for Individual Treatment Effects
[
OpenReview]
Oral
None
PhaseLoRA: Control-Regime-Conditioned Low-Rank Adaptation for Continuous-Action Vision-Language-Action Policies
[
OpenReview]
Oral
None
The Aleatoric-Epistemic Dichotomy of Uncertainty is Meaningful and Indispensable for Machine Learning
[
OpenReview]
Oral
None
LatentUM: Unleashing the Potential of Interleaved Cross-Modal Reasoning via a Latent-Space Unified Model
[
OpenReview]
Oral
None
Reference-Guided Training: Adaptive Gradient Scaling via Per-Sample Loss Comparisons
[
OpenReview]
Oral
None
MLS-Bench: A Holistic and Rigorous Assessment of AI Systems on Building Better AI
[
OpenReview]
Oral
None
Can LLM Agents Respond to Disasters? Benchmarking Heterogeneous Geospatial Reasoning in Emergency Operations
[
OpenReview]
Oral
None
Clarification as Supervision: Reinforcement Learning for Vision-Language Interfaces
[
OpenReview]
Oral
None
Incentivizing Medical Vision Capabilities from Large-Scale Multimodal Pre-training
[
OpenReview]
Oral
None
Evaluating Neural Data Tokenizers: A Framework for Assessing Learned Representations of Spiking Activity
[
OpenReview]
Oral
None
Soteria: Formally Verified Planning with Runtime Enforcement for Safe LLM Agents
[
OpenReview]
Oral
None
Leaderboard Hacking: Preference-Based Model Evaluations are Vulnerable to Manipulation
[
OpenReview]
Oral
None
Graph Cascades: Contagion-Based Mesoscopic Rewiring for Structure-Aware Graph Machine Learning
[
OpenReview]
Oral
None
Escaping the Cognitive Well: Efficient Competition Math with Off-the-Shelf Models
[
OpenReview]
Oral
None
HeMeR: Heterogeneous Memory Reconciliation for Embodied Agents via Structured KV Reuse
[
OpenReview]
Oral
None
Mechanism-Aware Ensemble Conditioning for Data-Limited Emulation of Extreme Events
[
OpenReview]
Oral
None
Coordination Connectivity: Shared Initialization Shapes the Joint-Policy Landscape in MARL
[
OpenReview]
Oral
None
LittleLearner: Language Models Under Pedagogically-Controlled Knowledge Exposure
[
OpenReview]
Oral
None
ExComm: Exploration-Stage Communication for Error-Resilient Agentic Test-Time Scaling
[
OpenReview]
Oral
None
BrainWorld: A Structural-Prior-Conditioned Generative Model for Whole-Brain 4D fMRI Dynamics
[
OpenReview]
Oral
None
Neural Chameleons: Language Models Can Learn to Hide Their Thoughts from Unseen Activation Monitors
[
OpenReview]
Oral
None
Video Forensic Self-Descriptions: Leveraging Temporally Distributed Forensic Microstructures for Zero-Shot Detection of AI-Generated Videos
[
OpenReview]
Oral
None
They Can See It but not Say It: Iterative Self Knowledge Re-expression in Visual Reasoning Relative Pose Identification
[
OpenReview]
Oral
None
Can We Model the Artifacts Explicitly? Disentangle Artifacts via Pairwise Edit Relations for Image Manipulation Localization
[
OpenReview]
Oral
None
UECO: A Unified Encoder with Structure-Aware Attention Mixture via Iterative Edge Evolving for Neural Combinatorial Optimization
[
OpenReview]
Oral
None
TransmissiveGS: Residual-Guided Disentangled Gaussian Splatting for Transmissive Scene Reconstruction and Rendering
[
OpenReview]
Oral
None
From Average Sensitivity to Small-Loss Regret Bounds under Random-Order Model
[
OpenReview]
Oral
None
Breakeven complexity: A new perspective on neural partial differential equation solvers
[
OpenReview]
Oral
None
ALTER: An Allen's Algebra-Based Evaluation Framework for Temporal Reasoning of LLMs
[
OpenReview]
Oral
None
FLIP: Fast and Accurate Global Lipschitz Estimation for Large Feedforward Networks
[
OpenReview]
Oral
None
CausalBind: Causal Modeling and Learning for Protein-Molecule Virtual Screening
[
OpenReview]
Oral
None
Thinking with Images as Continuous Policy: Numerical Visual Chain-of-Thought
[
OpenReview]
Oral
None
GeoSym127K: Scalable Symbolically-verifiable Synthesis for Multimodal Geometric Reasoning
[
OpenReview]
Oral
None
The Algorithm Is Not the Behavior: Learned Priors Override Look-Ahead in a Chess-Playing Neural Network
[
OpenReview]
Oral
None
DIAGNO: Diagonal Spherical Neural Operators for Heterogeneous Earth Dynamics Modeling
[
OpenReview]
Oral
None
The Attacker in the Mirror: Breaking Self-Consistency in Safety via Anchored Bipolicy Self-Play
[
OpenReview]
Oral
None
BEAST3D: animal behavioral analysis and neural encoding from multi-view video via Gaussian splatting
[
OpenReview]
Oral
None
DD-CAM: Minimal Sufficient Explanations for Vision Models Using Delta Debugging
[
OpenReview]
Oral
None
Unlocking Volition: Proactive Intention Decoding via Interpretable Graph Learning of Multi-Region ECoG
[
OpenReview]
Oral
None
Nemotron-Cascade: Scaling Cascaded Reinforcement Learning for General-Purpose Reasoning Models
[
OpenReview]
Oral
None
Inductive Deductive Synthesis: Enabling AI to Generate Formally Verified Systems
[
OpenReview]
Oral
None
Emergent Biological Capabilities in a Foundation Model for Molecular Interactions
[
OpenReview]
Oral
None
Compact SO(3) Equivariant Atomistic Foundation Models via Structural Pruning
[
OpenReview]
Oral
None
Proactive Instance Navigation with Comparative Judgment for Ambiguous User Queries
[
OpenReview]
Oral
None
The Dead Salmons of AI Interpretability: The Need for a Statistical Inference Perspective
[
OpenReview]
Oral
None
CURE: Counterfactual Unsafe-token Re-masking for Diffusion Large Language Model Test-time Alignment
[
OpenReview]
Oral
None
Felid: A Flexible and Efficient Design for Transformer Fine-Tuning over Encrypted Data
[
OpenReview]
Oral
None
Spectral Energy Allocation Enables Source-Free Domain Adaptation in Time Series Forecasting
[
OpenReview]
Oral
None
A multi-scale information geometry reveals the structure of mutual information in neural populations
[
OpenReview]
Oral
None
Unifying Goal-Conditioned RL and Unsupervised Skill Learning via Control-Maximization
[
OpenReview]
Oral
None
Polar Transformers: $SO(2)^K$-Equivariant Angular Attention for Cryo-EM Image-Set Processing
[
OpenReview]
Oral
None
Releasing Anchors from Cross-View Correspondence: Probabilistic Multi-View Anchor Graph Clustering
[
OpenReview]
Oral
None
SMART: Scalable Multi-Agent Role-conditioned Teaming via LLM-free Tree Search
[
OpenReview]
Oral
None
Non-Colliding Biometric Identities for Digital Entities: Geometry, Capacity, and Million-Scale Virtual Identity Provisioning
[
OpenReview]
Oral
None
LITMUS: Benchmarking Behavioral Jailbreaks of LLM Agents in Real OS Environments
[
OpenReview]
Oral
None
Learning Sparse Semantic-Cortical Atoms for Multisubject Naturalistic fMRI Encoding
[
OpenReview]
Oral
None
Beyond Family Labels: A Taxonomic Ornstein-Uhlenbeck Prior for Avian 3D Shape Recovery
[
OpenReview]
Oral
None
Geometry-Aware Similarity Metrics for Neural Representations on Riemannian and Statistical Manifolds
[
OpenReview]
Oral
None
Behavioral Geometric Supervision Aligns Video Foundation Models with Human Social Perception
[
OpenReview]
Oral
None
Shaping Useful Noise: Energy Distributions Predict Visual Pretraining Quality
[
OpenReview]
Oral
None
Resilience Matters for Embodied Agents System: New Metrics, Systematic Evaluation, and Optimization
[
OpenReview]
Oral
None
APS: Bias-Controlled Adaptive Prototype Simulation for Population-Scale LLM Agents
[
OpenReview]
Oral
None
LLM-Enhanced Random Forests in Orthogonal Hyperbolic Subspaces for Tabular Learning
[
OpenReview]
Oral
None
SALART-VQA: Diagnosing Whether VLMs Understand Salient Artifacts in Generated Images
[
OpenReview]
Oral
None
C3P: Contrastive promoter-protein pretraining yields representations capturing bacterial gene regulation
[
OpenReview]
Poster
None
Online Bernstein-von Mises theorem
Poster
None
Leakage Thresholds for Sandwich Equilibria Under Partial Information
[
Poster]
[
OpenReview]
Expo Talk Panel
Sun Dec 06 11:00 AM -- 12:00 PM (AEDT) @ Parkside 1 None
The Model Is Not the Agent: Building Better Agents from Experience, Systems, and Evaluation
Expo Talk Panel
Sun Dec 06 11:00 AM -- 12:00 PM (AEDT) @ Grand BR B1 None
CEO Bench: Evaluating frontier agents on real company work
Expo Talk Panel
Sun Dec 06 11:00 AM -- 12:00 PM (AEDT) @ Parkside 2 None
Training Data Expires Faster Than Ever: Five Shifts in How Frontier Models Learn, 2024–2027
Expo Talk Panel
Sun Dec 06 11:00 AM -- 12:00 PM (AEDT) @ Grand BR B2/B3 None
AI That Optimizes AI: Agentic Kernel and Model Optimization in Production
Expo Talk Panel
Sun Dec 06 11:00 AM -- 12:00 PM (AEDT) @ Darling Harbour Theatre None
When Models Optimize: From Automated Red Teaming to Reward Hacking
Expo Talk Panel
Sun Dec 06 11:00 AM -- 12:00 PM (AEDT) @ Pyrmont Theatre None
Any GPU, Any Cloud: Training on a Planetary Fleet
Expo Demonstration
Sun Dec 06 12:00 PM -- 02:00 PM (AEDT) @ MR C3.3 None
Building Self-Improving User Simulators
Expo Demonstration
Sun Dec 06 12:00 PM -- 02:00 PM (AEDT) @ MR C3.3 None
CyberStrike: Evaluating whether frontier agents can complete real cybersecurity work
Expo Demonstration
Sun Dec 06 12:00 PM -- 02:00 PM (AEDT) @ MR C3.3 None
LEAP: Supercharging LLMs for Formal Mathematics with Agentic Frameworks
Expo Demonstration
Sun Dec 06 12:00 PM -- 02:00 PM (AEDT) @ MR C3.3 None
Agent-driven training on Modal
Expo Demonstration
Sun Dec 06 12:00 PM -- 02:00 PM (AEDT) @ MR C3.3 None
Inside the RL Stack: Training Open Models with Custom Rewards, Losses, and Code Sandboxes
Expo Demonstration
Sun Dec 06 12:00 PM -- 02:00 PM (AEDT) @ MR C3.3 None
Closing the Agent Learning Loop: Strands, Amazon Bedrock AgentCore, and Feedback-Aware Post-Training
Expo Demonstration
Sun Dec 06 12:00 PM -- 02:00 PM (AEDT) @ MR C3.3 None
Beyond “The Robot Moved”: Building VLA Systems That Detect Failure and Recover
Expo Demonstration
Sun Dec 06 12:00 PM -- 02:00 PM (AEDT) @ MR C3.3 None
Stump the Model: Become an AI Trainer in Five Minutes
Expo Demonstration
Sun Dec 06 12:00 PM -- 02:00 PM (AEDT) @ MR C3.3 None
Challenge the Guardrails: Can You Outsmart the Model?
Expo Demonstration
Sun Dec 06 12:00 PM -- 02:00 PM (AEDT) @ MR C3.3 None
Tangent: Autonomous Auto-Research Agent for ML Pipelines
Expo Demonstration
Sun Dec 06 12:00 PM -- 02:00 PM (AEDT) @ MR C3.3 None
QuLM-ST: Real-Time Speech Translation on Smart Glasses
Expo Demonstration
Sun Dec 06 12:00 PM -- 02:00 PM (AEDT) @ MR C3.3 None
From Flat Pixels to Editable Layers: A Live Image-to-Layers System at Production Scale
Expo Demonstration
Sun Dec 06 12:00 PM -- 02:00 PM (AEDT) @ MR C3.3 None
Mirror: Start an Agent Session Anywhere, Never Lose It
Expo Demonstration
Sun Dec 06 12:00 PM -- 02:00 PM (AEDT) @ MR C3.3 None
Agent Harnesses in Practice: From Everyday Tasks to Autonomous Research Teams
Expo Demonstration
Sun Dec 06 12:00 PM -- 02:00 PM (AEDT) @ MR C3.3 None
Building High-throughput Top Performing Machine Translation System
Expo Demonstration
Sun Dec 06 12:00 PM -- 02:00 PM (AEDT) @ MR C3.3 None
When Agents Cannot Guess: Grounded Financial Research Under Regulatory Constraints
Expo Talk Panel
Sun Dec 06 12:00 PM -- 01:00 PM (AEDT) @ Grand BR B2/B3 None
Scaling AI Safety & Security
Expo Talk Panel
Sun Dec 06 12:00 PM -- 01:00 PM (AEDT) @ Darling Harbour Theatre None
Continual Learning in Non-Stationary Environments
Expo Talk Panel
Sun Dec 06 12:00 PM -- 01:00 PM (AEDT) @ Parkside 2 None
Tabular Foundation Models Have Taken the Lead: What Changed This Year and How to Use TabPFN
Expo Talk Panel
Sun Dec 06 12:00 PM -- 01:00 PM (AEDT) @ Parkside 1 None
A Training-Free Framework for Spatially Grounded 2D Shape and 3D Object Encoding
Expo Talk Panel
Sun Dec 06 12:00 PM -- 01:00 PM (AEDT) @ Grand BR B1 None
The Art & Science of Benchmarking Agents
Expo Talk Panel
Sun Dec 06 12:00 PM -- 01:00 PM (AEDT) @ Pyrmont Theatre None
Causal Inference has Entered its Foundation Model Era – What Industry Needs to Know
Expo Talk Panel
Sun Dec 06 01:00 PM -- 02:00 PM (AEDT) @ Grand BR B1 None
Composing Modular Capabilities into One Deployable LLM
Expo Talk Panel
Sun Dec 06 01:00 PM -- 02:00 PM (AEDT) @ Darling Harbour Theatre None
Applying AI to Financial Markets: A Citadel and Citadel Securities Perspective
Expo Talk Panel
Sun Dec 06 01:00 PM -- 02:00 PM (AEDT) @ Pyrmont Theatre None
Advancing the Frontiers of On-Device AI: Efficiency, Multimodality, and Emerging Models
Expo Talk Panel
Sun Dec 06 01:00 PM -- 02:00 PM (AEDT) @ Parkside 2 None
One Market, Many Clocks: Domain-Grounded Multimodal Learning in Quantitative Finance
Expo Talk Panel
Sun Dec 06 01:00 PM -- 02:00 PM (AEDT) @ Grand BR B2/B3 None
Fine-Tuning Small Models on Real Enterprise Tool Use: A Data and Evaluation Pipeline
Expo Talk Panel
Sun Dec 06 01:00 PM -- 02:00 PM (AEDT) @ Parkside 1 None
Constructing Data and Rule Ontologies for Enterprise Agents
Expo Workshop
Sun Dec 06 02:00 PM -- 05:00 PM (AEDT) @ Parkside 1 None
Protective and Creative AI for Creators: Foundation Models, Protection Mechanisms, and Audio-Visual Generation
Expo Workshop
Sun Dec 06 02:00 PM -- 05:00 PM (AEDT) @ Pyrmont Theatre None
Priorities in AI Safety & Security
Expo Workshop
Sun Dec 06 02:00 PM -- 05:00 PM (AEDT) @ Grand BR B2/B3 None
RL in the wild: principles of post-training that work in the real world
Expo Workshop
Sun Dec 06 02:00 PM -- 05:00 PM (AEDT) @ Darling Harbour Theatre None
From Proteins to Cell State: Toward World Models of Biology
Expo Workshop
Sun Dec 06 02:00 PM -- 05:00 PM (AEDT) @ Parkside 2 None
Compute Efficiency & Scalable System Design (Smart Compute Allocation: High-Throughput, Low-Latency AI Across the Model Lifecycle)
Expo Workshop
Sun Dec 06 02:00 PM -- 05:00 PM (AEDT) @ Grand BR B1 None
Forgetting on Purpose: A Hands-on Tutorial on LLM Unlearning
Break
Sun Dec 06 04:30 PM -- 05:30 PM (AEDT) None
Coffee & Snacks
Expo Talk Panel
Sun Dec 06 05:00 PM -- 06:00 PM (AEDT) @ Grand BR B2/B3 None
Owning the Harness: Durable, Open Infrastructure for Long-Running Agents
Expo Talk Panel
Sun Dec 06 05:00 PM -- 06:00 PM (AEDT) @ Grand BR B1 None
Breaking the Bottlenecks of Autoregressive LLM Inference
Expo Talk Panel
Sun Dec 06 05:00 PM -- 06:00 PM (AEDT) @ Darling Harbour Theatre None
Towards Foundational Robotics Models with 3D Reasoning
Expo Talk Panel
Sun Dec 06 05:00 PM -- 06:00 PM (AEDT) @ Parkside 2 None
Can We Turn Images into Words—and Back Again? Holistic Visual Descriptions for Understanding and Generation
Expo Talk Panel
Sun Dec 06 05:00 PM -- 06:00 PM (AEDT) @ Pyrmont Theatre None
Building Enterprise AI for Finance: Structured Models, Adaptive Memory, Trusted Agents, and Scalable Orchestration
Expo Talk Panel
Sun Dec 06 05:00 PM -- 06:00 PM (AEDT) @ Parkside 1 None
Beyond Chat: Always-On Context Engines for Proactive AI Assistants
Expo Talk Panel
Sun Dec 06 06:00 PM -- 07:00 PM (AEDT) @ Parkside 1 None
Turning Academic AI Research into Trusted Real-World Impact
Expo Talk Panel
Sun Dec 06 06:00 PM -- 07:00 PM (AEDT) @ Grand BR B2/B3 None
From Research to Industry: Building Scalable Production Systems and Teams
Expo Talk Panel
Sun Dec 06 06:00 PM -- 07:00 PM (AEDT) @ Darling Harbour Theatre None
Environments Are the New Data: Building, Verifying, and Training Agents at Scale.
Expo Talk Panel
Sun Dec 06 06:00 PM -- 07:00 PM (AEDT) @ Parkside 2 None
Agents in Production: Evals, Harnesses, and the Reinvention of Recommendation
Expo Talk Panel
Sun Dec 06 06:00 PM -- 07:00 PM (AEDT) @ Grand BR B1 None
Adapting AI Research to Quantitative Finance
Expo Talk Panel
Sun Dec 06 06:00 PM -- 07:00 PM (AEDT) @ Pyrmont Theatre None
Continual Reinforcement Learning for AI Shopping Assistants
Affinity Event
Mon Dec 07 08:00 AM -- 05:00 PM (AEDT) @ C2.2 & C2.3 None
Muslims in ML
Affinity Event
Mon Dec 07 08:00 AM -- 05:00 PM (AEDT) @ C3.6 None
GlobalSouthAI
Affinity Event
Mon Dec 07 08:00 AM -- 05:00 PM (AEDT) @ Parkside 2 None
LatinX in AI
Break
Mon Dec 07 08:00 AM -- 09:00 AM (AEDT) None
Coffee & Snacks
Education Track
Mon Dec 07 08:30 AM -- 04:30 PM (AEDT) @ Room C3.4-C3.5 None
Education Track
Tutorial
Mon Dec 07 09:00 AM -- 12:00 PM (AEDT) @ Parkside 1 None
Three Geometric Lenses on Graph Machine Learning
Tutorial
Mon Dec 07 09:00 AM -- 12:00 PM (AEDT) @ Grand BR B2/B3 None
Uncertainty Quantification: From Detecting LLM Hallucinations to Strengthening Reasoning and AI Agents
Tutorial
Mon Dec 07 09:00 AM -- 12:00 PM (AEDT) @ Grand BR B1 None
Empirical Design in Reinforcement Learning for Physical AI
Tutorial
Mon Dec 07 09:00 AM -- 12:00 PM (AEDT) @ TikTok Ent Centre None
The Principles of Diffusion Models: Toward Fast and Scalable Diffusion LLMs
Tutorial
Mon Dec 07 09:00 AM -- 12:00 PM (AEDT) @ Pyrmont Theatre None
Multi-Objective Optimization for Modern Machine Learning: Foundations, Recent Advances, and Emerging Applications
Tutorial
Mon Dec 07 09:00 AM -- 12:00 PM (AEDT) @ Darling Harbour Theatre None
From Scores to Evidence: Robust Evaluation of Foundation Models
Break
Mon Dec 07 12:00 PM -- 02:00 PM (AEDT) None
Retail Lunch
Affinity Event
Mon Dec 07 01:00 PM -- 05:00 PM (AEDT) @ C2.5 & C2.6 None
Indigenous in AI
Tutorial
Mon Dec 07 02:00 PM -- 05:00 PM (AEDT) @ TikTok Ent Centre None
Distilling Reasoning: From Chain-of-Thought to Agentic Capabilities in Smaller Models
Tutorial
Mon Dec 07 02:00 PM -- 05:00 PM (AEDT) @ Pyrmont Theatre None
Formal Guarantees for Frontier AI Systems
Tutorial
Mon Dec 07 02:00 PM -- 05:00 PM (AEDT) @ Parkside 1 None
Principles of Deep Representation Learning via Low-Dimensional Models
Tutorial
Mon Dec 07 02:00 PM -- 05:00 PM (AEDT) @ Darling Harbour Theatre None
Neuro-Symbolic Learning in the Era of Large Language Models
Tutorial
Mon Dec 07 02:00 PM -- 05:00 PM (AEDT) @ Grand BR B2/B3 None
From Heuristics to Guarantees: Bandit and RL Blueprint for Reliable Agentic-AI
Tutorial
Mon Dec 07 02:00 PM -- 05:00 PM (AEDT) @ Grand BR B1 None
Causal Representation Learning
Break
Mon Dec 07 03:00 PM -- 03:30 PM (AEDT) None
Coffee & Snacks
Remarks
Mon Dec 07 05:00 PM -- 05:30 PM (AEDT) @ TikTok Entertainment Center None
Welcome Remarks
Reception
Mon Dec 07 05:30 PM -- 07:00 PM (AEDT) None
Welcome Reception
Affinity Event
Tue Dec 08 08:00 AM -- 05:00 PM (AEDT) @ Grand Ballroom 1 None
WiML
Break
Tue Dec 08 08:30 AM -- 09:00 AM (AEDT) None
Coffee
Sydney Invited Talk
Tue Dec 08 09:00 AM -- 10:00 AM (AEDT) @ TikTok Entertainment Center None
Scaling Experience in the Wild: Building the Industrial Learning Loop
Break
Tue Dec 08 10:00 AM -- 10:30 AM (AEDT) None
Coffee & Snacks
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Diving-R1: Empowering Multimodal LLMs with Traceable Progressive Reasoning for Interpretable Diving Action Quality Assessment
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Capturing Membrane Dynamics and Spike Timing of Human Neurons at Scale using Neural Operators
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
S²MoE: Shared-Subspace Mixture of Sparse Experts
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Stage-Aware Dual Alignment for Covariate Shift in Graph Domain Adaptation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
G-PAC: Constructing Cohesive Pseudo-Features for Generalizable Physical Adversarial Camouflage
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DifFRACT: Diffusion Feature Reconstruction and Attribution for Circuit Tracing
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Position: Life-Logging Video Streams Make the Privacy–Utility Trade-off Inevitable
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DGRAF: Observation-Quality-Aware Reinforcement Learning for Dynamic Reconfigurable Batteries
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Load Balancing Mixture of Experts with Similarity Preserving Routers
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CLaW: Codec-Guided Adaptive Latent Watermarking for Traceable Diffusion Image Generation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Few-Step Boltzmann Generators via Scalable Likelihood Flow Maps
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CM-EVS: Sparse Panoramic RGB-D-Pose Data for Complete Scene Coverage
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LogicTree-RAG: Logic Tree-guided Retrieval-Augmented Generation for Long-form Patent Drafting
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SafeDrug: A Benchmark Dataset for Safety-Critical Pharmacological Reasoning in LLMs
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Forgery Evidence Peaks Mid-Stack: Forensic Evidence Relay for Multimodal Forgery Detection
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MapPFN: Learning Causal Perturbation Maps in Context
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EpicWorldModel: Exploration-driven Planning with Latent World Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Generative Scenario Rollouts for End-to-End Autonomous Driving
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PACE: Geometry-Aware Bridge Transport for Single-Cell Trajectory Inference
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Conformal Agent Error Attribution
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Conformal Prediction for Time-Dependent PDEs
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sandboxed Coding Agents are Competitive Omni-modal Task Solvers
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Offline Materials Optimization with CliqueFlowmer
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Towards Generalizable Data Valuation: Learning an End-to-end Deep Model to Compute Shapley Values
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PhysTacGen: Physics-Aware Visual-Tactile Sensor Image Generation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Interaction-Aligned Robot Learning from Human Videos with Structured Graph Modeling
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rebalancing Reference Frame Dominance to Improve Motion in Image-to-Video Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Price of Choosing Examples: Context Overfitting in Adaptive In-Context Learning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MixRoute: Rethinking Single-Distribution Training for Generalizable Neural Routing
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Dynamics of Policy Gradient in Social Dilemmas with Partner Selection
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rethinking Contrastive Loss in CLIP Post-training: A Complementary Framework with Frozen Text Encoder
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Group-Graph Policy Optimization for Long-Horizon Agentic Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PIS: Pose-Interpolation Smoothness for Skinning Weight Refinement
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EVA: Evidence-seeking Visual Agent for Hallucination-Resistant Multimodal Reasoning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Training ML Models with Predictable Failures
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Consolidating Reasoning with Test-Time Learning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Neural Scaling Laws in Particle Jets
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MAEB: Massive Audio Embedding Benchmark
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
3R-Adapter: Retrieval, Rewiring, and Refinement for Efficient Adaptation of 3D Reconstruction Model
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
On the Effect of Token Correlations on Semantic Transfer in Transformers
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GHOST: Geometry-Hierarchical Online Streaming Token Eviction for Efficient 3D Reconstruction
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Position: A Safe LLM and a Safe Harness Do Not Make a Safe Agent
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PRISM: Prior Rectification and Uncertainty-Aware Structure Modeling for Diffusion-Based Text Image Super-Resolution
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HyFAD: Hybrid Time-Frequency Diffusion with Frequency-Aware Embedding for Time Series Imputation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Two Layers of Attention Stability: A Koopman-Operator Analysis of Linear and Softmax Attention
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Tokenization and Architecture Jointly Allocate Component Roles in Time Series Transformers
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Reward Was in Your Data All Along: Correcting Flow Matching with Discriminator-Guided RL.
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Aligned Delta-Triplane Transformers as Occupancy World Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Distributionally Robust Algorithmic Recourse for Tree Ensembles
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SAGE: Semantic Ambiguity Guided Capacity Expansion for Retrieval-Augmented Generation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MLLM Makes Strong Backbone for Multi-Modal Object Detection
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Strategic Feature Selection and Regularization
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
$\mathbf{D^{3}S^{2}}$: Diffusion-Guided Dataset Distillation for Semantic Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RobustPruner: Decoupled Relevance and Uncertainty for Efficient Visual Token Pruning in MLLMs
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MC-H: Multi-Granularity Clustering with Hyperspherical Determinantal Point Process
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SVDP: Training-Free Contextual Sparsity Predictors for Fast LLM Inference
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rethinking Entropy Allocation in LLM-based ASR: Understanding the Dynamics between Speech Encoders and Large Language Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HAI: Hierarchical Anchored Interaction for Multi-View Bimanual World Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Understanding the Challenges in Iterative Generative Optimization with LLMs
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning to Sample From Diffusion Models via Inverse Reinforcement Learning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Binding Visual Features Point by Point
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Accelerating Rectified Flow Models via Trajectory-Aware Caching
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FastDSAC: Unlocking the Potential of Maximum Entropy RL in High-Dimensional Humanoid Control
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PatchBench: Measuring Collateral Damage in Activation Patching
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Zero-Violation Regret for Cooperative Markov Games with Coupled Instantaneous Hard Constraints
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VeriTrip: A Verifiable Benchmark for Travel Planning Agents over Unstructured Web Corpora
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Complex Schrödinger Bridges
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Structural Self-Teaching for Compositional Generation in Unified Multimodal Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DeepfakeGenome: Toward Next-Generation Deepfake Attribution
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
WILD: Widely Linear Conditioning for Time Series Forecasting
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SETA: Scaling Environments for Terminal Agents
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Example-Based Spatial Guidance for Training-Free Concept Erasure in Diffusion Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Deadline-Constrained Dynamic Workflow Scheduling Can be Cast as a Representation Learning Problem
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Representation Forcing for Bottleneck-Free Unified Multimodal Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BrickAnything: Geometry-Conditioned Buildable Brick Generation with Structure-Aware Tokenization
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VocalCoachBench: Benchmarking Audio-Language Models on Expert Feedback for Singing
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
UniVer: A Unified Perspective for Multi-step and Multi-draft Speculative Decoding
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
How Much of a Model Do We Need? Redundancy and Slimmability in Remote Sensing Foundation Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TRIDENT: Post-Selection Evidence Accountability for Token-Efficient RAG
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Measuring What Matters: Synthetic Benchmarks for Concept Bottleneck Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Data Density Scaling Laws for Image Self-Distillation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning a Trajectory-Geometric Condition from Reasoning for VLA Planning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A 3D Scene is Worth 1K Tokens: 3D-Grounded Representation for Scene Generation at Scale
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
What Survival Benchmarks Don’t Tell You: Impact of Model Selection and Dataset Regimes
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MAGE: Multi-Agent Self-Evolution with Co-Evolutionary Knowledge Graphs
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Active Learning via Classifier Impact and Greedy Selection for Interactive Image Retrieval
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Balancing Image Compression and Generation with Bootstrapped Tokenization
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
REFLEX: Reflective Evolution from LLM Experience
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MaterialsPilot: An Execution-Feedback Framework for Generative Design of Complex Atomistic Architectures
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
High-Fidelity Boltzmann Samplingvia Physical Prior Lifted Continuous GFlowNets
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Towards Optimal Pre-training Data Mixtures for Empowering Reinforcement Learning in LLMs
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Insight-Driven Search: A Framework for Multi-objective Automated Heuristic Design with Large Language Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ClothTransformer: Unified Latent-Space Transformers for Scalable Cloth Simulation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Randomized Kriging Believer For Parallel Bayesian Optimization With Regret Bounds
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Consolidating Rewarded Perturbations for LLM Post-Training
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SAME: Stability-Aware Embedding Extraction in Mixture-of-Experts Language Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Revisiting Autoregressive GCNs for Vehicle Routing Problems
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Mind the Gap: Dataset and Fine-grained Evaluation for Inline Audio Descriptions
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Greedy Alignment Principle for Optimizer Selection
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FlatClip: Reusing Image Foundation Models for fMRI Representation Learning via Cortical Flatmaps
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Flow-Corrected Shape Optimization: Taming Manifold Drift in High-Dimensional 3D Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Event-to-Field Operators Without Interpolation
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PACE: Pareto-Adaptive Compression for Efficient Native MLLMs
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning to Solve Generative ODEs Beyond the Linear Span
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GATE-AD: Graph Attention Network Encoding for Few-Shot Industrial Visual Anomaly Detection
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Test-Time Adaptation via Self-Reinforced Optimal Transport for Zero-Shot OOD Detection with Vision–Language Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PhysTC: A Physics-Enhanced Dataset and Architecture for High-Precision Tropical Cyclone Forecasting
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FlowHOI: Flow-based Semantics-Grounded Generation of Hand-Object Interactions for Dexterous Robot Manipulation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CME–SpectrumBench: Can LLMs Analyze Condensed Matter Spectral Data?
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Semantics: The Unreasonable Effectiveness of Reasonless Intermediate Tokens
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PGMS: Pyramidal Gaussian Mixture Splatting for 3DGS Compression
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SPDEBench: An Extensive Benchmark for Learning Stochastic PDEs
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Explaining and Breaking the Safety-Helpfulness Ceiling via Preference Dimensional Expansion
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FedReCall: Recalling Client-Specific Directions in Federated LoRA Fine-tuning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Behaving Better, Thinking Worse: Sycophancy Across Post-Training Stages
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EEG-X: Toward Device-Agnostic and Noise-Robust Foundation Models for EEG
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Active Corpus Selection for Training Subgraph Retrievers Using OOD Queries
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ReST-RL: Reinforcing LLM Reasoning through Unified Self-Training and Value-Guided Search
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
OS-Pruner: Pruning Chains-of-Thought of Reasoning Models via Optimal Stopping
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Causal Orderings for In-Context Tabular Prediction
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
One Step is Enough: Multi-Agent Reinforcement Learning Based on One-Step Policy Optimization for Order Dispatch on Ride-Sharing Platforms
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
$h$-control: Training-Free Camera Control via Block-Conditional Gibbs Refinement
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SeoulMMOD: A Large-Scale Multimodal Origin-Destination Flow Benchmark
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SCOPE-RL: Stable and Quantitative Control of Policy Entropy in RL Post-Training
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
kVNN: Learnable Volterra Network Kernels
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Who Watches the Watchers? Semantically-Constrained Reinforcement Learning for Red-Teaming Provenance Intrusion Detectors
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RAO-Nav: Probing Omni-Language Models for Zero-shot Semantic Audio-Visual Navigation
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Posterior Sampling-based Online Learning for Episodic POMDPs
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Fix the Structural Bottleneck: Context Compression via Explicit Information Transmission
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Q-ViK: Question-Guided Visual KV Cache Eviction for Large Vision-Language Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Static Recovery Is Not Dynamic Stability: Dynamics-Aware Benchmarking of Protein Motif Scaffolding
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MemReward: Graph-Based Experience Memory for LLM Reward Prediction with Limited Labels
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PACE: Phase-Aware Chunk Execution for Robot Policies with Action Chunking
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PointForward: Feedforward Driving Reconstruction through Point-Aligned Representations
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Simple Extensions of Single-Objective Acquisition Functions and Hedge Strategies for Multi-Objective Bayesian Optimization
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Seeing Speech: Learning Visible Articulatory Dynamics for Speech-Driven 3D Facial Animation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reducing Credit Assignment Variance via Counterfactual Reasoning Paths
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AI Alignment Can Build Moral Autonomy
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Unified Neural Architecture for Variable-Wise Shape Constraints
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When Riemann flows with Wasserstein: Generative Modeling of Probability Distributions on Manifolds
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PhysEval.Weather: An Evaluation Framework for Physical Consistency in ML Weather Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ConnectomeBench2: A Unified Benchmark for Automated Connectomic Proofreading
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Neural Refraction Fields for Image Verification
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GeoPair: Geometry-Preserving Cross-Layer Factorization for Training-Free Transformer Compression
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DoG: Sniffing Out Overconfidence in LLM Agents via Post-hoc Trajectory Restructuring
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Efficient Hybrid Distillation: Synergizing Score and Adversarial Objectives for One-Step Diffusion
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Agreement without Coverage: Conditional Agreement is Non-Identifying in Variable-Support Structured Extraction
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reinforcing VLAs in Task-Agnostic World Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GLOVE: Global Verifier for LLM Memory-Environment Realignment
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Look-Before-Move: Narrative-Grounded World Visual Attention in Dynamic 3D Story Worlds
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VideoSailor: Navigating Video Deep Research via Trajectory-to-Policy Flywheel
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Retrieve-then-Steer: Online Success Memory for Test-Time Adaptation of Generative VLAs
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Can Large Language Models Develop Gambling Addiction?
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AbsoluteDegradation: A Physics-Inspired Synthetic Film-Degradation Pipeline and Archival Film Restoration Benchmark
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Exact Topological Compliance: Generating Persistence-Equivalent Graphs
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DoAtlas-1: A Causal Compilation Paradigm for Clinical AI
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Superplatforms Are Strategically Compelled to Counteract AI Agents
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
3D Gaussian Splatting within Self-Learned Neural View-Dependent Color Fields
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Decentralized Coupled Representation Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
IMTS-Tokenizer: Time-Aware Tokenization for Irregular Multivariate Time Series Forecasting
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Less Evidence, Better Answering: Gain-Aware Minimal Evidence Subset Selection for Medical QA
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rethinking in Spikes: Mitigating Hallucinations in MDLMs with Step-Aware Decoding
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AdaPCLA: Curriculum Prior Internalization For Long-Tailed Longitudinal EHR Generation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Expressivity Boundary of Probabilistic Circuits: A Comparison with Large Language Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Introspective Coupling: LMs Learn to Explain Themselves Better Than Their Training Targets
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Density-Ratio Losses for Post-Hoc Learning to Defer
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Neural Bayesian Filtering
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Distributed Online Convex Optimization with Compressed Communication: Optimal Regret and Applications
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
U-MVP: Encode Locally, Decode Globally for Feed-Forward 3D Gaussian Splatting
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Neural Backward Filtering Forward Guiding
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Bonobo: Efficient Library-Scale Generation for De Novo Antibody Design
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Decomposing the modulation of interactions between neuronal populations
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Heterogeneous Judge-Aware Ranking with Sensitivity, Disagreement, and Confidence
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Discovering Phase Space Structure in Learned Hamiltonian Systems
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Text as Partial Constraint: Core–Residual Alignment for Robust Vision–Language Learning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TrajLoc: Trajectory-Attention Localization for Multi-Object Motion Control
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
S-EDL: Eliciting Self-Evidence from Sequence Likelihoods for Semantic Calibration of LLMs
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MATO: Multi-objective Personalized Alignment with Test-time Optimization for Large Language Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ViCO: A Training Strategy towards Semantic Aware Dynamic High-Resolution
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When the Merge Coefficient Stops Mattering: Proximity Regularized Merging for Continual LoRA Adaptation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
WordEval: Evaluating Word-Native Operation Fidelity in Document Editing
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Nearly-Optimal Algorithm for Adversarial Kernelized Bandits
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Layer Precision Reduction for Deep Anomaly Detection
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CaC: Advancing Video Reward Models via Hierarchical Spatiotemporal Concentrating
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Locally-Additive Regret for Delayed Non-stationary Bandit Convex Optimization
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Intelligence per Watt: Measuring Intelligence Efficiency of Local AI
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CofactVLA: Deconfounding Vision-Language-Action Models via Counterfactual Intervention
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
How to Instruct Your Robot: Dense Language Annotations Power Robot Policy Learning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Spike-SFT: Selective Parameter Enhancement and Fusion for Efficient Spiking Neural Networks
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Bayesian Test-Time Inference of Task-Aligned Similarity from Weak Interactive Feedback
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
To Copy or Not to Copy: Controlling Speculative Decoding via Intrinsic Model Signals
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Self-Evolving Framework for Efficient Terminal Agents via Observational Context Compression
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Online Minimum Description Length Passive-Aggressive Algorithms
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
WovenAnchor Matcher: Specialized Intra- and Inter-Image Context Modeling for Feature Matching
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Exemplar2VQA: A Scalable Exemplar-Driven Visual Question Answering Generation Framework via Multi-Agent Coding
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
On the Sparsity-Storage-Accuracy Tradeoff in Parsimoniously Activated Dictionary Learning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RADAR: Routing Agents via Difficulty-Aware Recovery
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PiCA: Pivot-Based Credit Assignment For Search Agentic Reinforcement Learning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Dimension Bounds for Contractive Reservoir Computing from Input Entropy
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Does Mixed Label Imbalance Matter to Minority Collapse in Imbalanced Learning?
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When and How to Canonize: a Generalization Perspective
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Unified Resource-Grounded Coordination Protocol for Orchestrator-Free Heterogeneous Multi-Agent Systems
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Test-time Scaling of Diffusions with Flow Maps
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Relation-Aware Graph Foundation Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
NADS: Navigator-Guided Data Selection for Mitigating Catastrophic Forgetting in Fine-Tuning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DiReCL: Learning Differentiable Reward Code with Inverse Reinforcement Learning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Localized Dynamics-Aware Domain Adaption for Off-Dynamics Offline Reinforcement Learning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AdDirector: Anchored Guidance for Generating Camera-Controllable Advertisement Videos
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Joint Learning of Hierarchical Neural Options and Abstract World Model
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SAG-Sep: Sparse Augmented Graphs and Onion-Guided Search for Rounded Capacity Cut Separation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
WATERFALL: Workflow for Adaptive Training with Evolutionary Reward Formulation and Automated Learning Loops
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Structured Unitary Tensor Network Representations for Circuit-Efficient Quantum Data Encoding
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Temporal Concentration from Rollout Errors: Implicit Preference Optimization For Text-to-Video Diffusion
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Complexity-guided Regularization for Generalizable Human Gaussian Splatting
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Implicit Bias in State Space Models and Linear Autoregressive Training
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Multimodal One-step Flow Policy via Value-weighted Optimal Transport
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Achieving Optimal Static and Dynamic Regret Simultaneously in Bandits with Deterministic Losses
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Pareto Preference Optimization for Structure- and Stability-Aware RNA Inverse Folding
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Adaptive auditing of AI systems with anytime-valid guarantees
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Multiobjective Submodular Maximization with Concave Aggregation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PEARL: Solver-in-the-Loop Interactive Optimization Modeling from Natural Language
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Interaction Value Inference for Multi-Agent Reinforcement Learning via a Hierarchical Agent-Centric World Model
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Model Immunization Beyond Condition Numbers: The Importance of Plateau Regions
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LOSCAR-SGD: Local SGD with Communication-Computation Overlap and Delay-Corrected Sparse Model Averaging
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reading the Finetuning Prior: Verbatim Content Recovery via Contrastive Decoding Diffing
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LLM Alignment--Utility Asymmetry under Semantic-Preserving Transformations
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ViTeX-Bench: Benchmarking High-Fidelity Video Scene Text Editing
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Pinpoint: Grounded Worldwide Image Geolocation via Cross-Source Retrieval and Reranking
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Diagnosing and Repairing Visual Collapse in Compact Medical Multimodal LLMs
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Unsupervised Unlearnable Segmentation via Semantic Structure Disruption
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Geometric Latent Reasoning Induces Shorter Generations in LLMs
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ActO: Extracting Action Representations from MLLM Embeddings for Video World Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Search at the Cost of Sampling: Nearly-Instant Latent Space Bayesian Optimization
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Iris: Empowering Video MLLMs with High-Frequency Pose Priors via Spatiotemporal Binding
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning under Localized Minority Imbalance
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Bridging 1D, 2D, and 3D with Any-to-Any Multimodal Modeling
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Even Sailors Need Calm Seas: Taming the Geometry of VLMs for Fast Adversarial Fine-Tuning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Finetuning with Sampling: Make SFT Generalize, Not Forget
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SPECS: Faster Test-Time Scaling through Speculative Drafts and Dynamic Switching
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Theoretical Analysis of Test-Driven Code Generation
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LeAct: Learning to Reason from Expert Actions
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Residual Calibration via Local Feature-Space Refinement
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Emergent Low-Rank Training Dynamics in MLPs with Smooth Activations
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CausalTab: Pretraining Across Causal Environments for Tabular Causal Discovery
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Simple Class-Agnostic Approach to Enhance Fair Adversarial Training
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Coarse-to-Fine Compositional Diffusion for Long-Horizon Planning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Object Hallucination Mitigation in Large Vision-Language Models via Self-Vision Dual Masking and Uncertainty-Triggered Assembly
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Implicit Drifting Policy: One-Step Action Generation via Conditional Expert Geometry
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Free Lunch for Pass@$k$? Low Cost Diverse Sampling for Diffusion Language Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning in Causal Markov Games
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PercepCap: Video Captioner with Structured Spatio-Temporal Perception
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CoQuant: Covariance-Aware Rotation for 2-bit KV Cache Quantization
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
POISE: Instance-Specific Prompt Tuning under Latent Mixture Target Distributions
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ER-Reason: A Benchmark Dataset for LLM Clinical Reasoning in the Emergency Room
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
T-ReX: Learning Tile-Reuse Indexes for Structured Model Compression
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VidHalluDoctor: Learning Video Differences to Mitigate Hallucinations in Vision-Language Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TokenRepel: Generating Diverse Image Sets Without Sacrificing Quality
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Touch-R1: Reinforcing Touch Reasoning in MLLMs
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Fast-RL: Accelerating Reinforcement Learning for LongCoT Reasoning Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Distilling What Matters: Confidence-Aware Selective Distillation for Large Language Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sequential Solution Concepts in Cooperative Games with Generalized Characteristic Functions
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
NavOCR: A Dataset Generator for Navigation-Relevant Text Detection in Mobile Robots
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Search More, Think Less: Rethinking Long-Horizon Agentic Search for Efficiency and Generalization
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Steering Externalities: Benign Activation Steering Unintentionally Increases Jailbreak Risk for Large Language Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning to Deaggregate: Large-scale Trajectory Generation with Spatial Priors
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FedVaccine: Knowledge Recall after Spatial-Temporal Catastrophic Forgetting in Federated Continual Learning via Gradient-Based Vaccine
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Lipschitz Dueling Bandits over Continuous Action Spaces
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Adjacent Layers: Graph-Guided Layer Fusion for Compressing Large Language Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Procedural Refinement by LLM-driven Algorithmic Debugging for ARC-AGI-2
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SEEK-VAU: Towards Evidence-Faithful Video Anomaly Understanding via Agentic Search
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Sparse Low-Rank Biclique Decomposition for Graphs
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MUST: Stage-Adaptive Stability Control for Test-Time Scaling in Multimodal Reasoning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hyperbolic Displacement-Constrained Adaptation for CLIP-Based Class-Incremental Learning
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Architecture-Embedded Physics Priors for Mitigating Spectral Bias in Physics-Informed Neural Networks
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
What Comes Next and Why: Interpretable Next-Event Prediction with Neuro-Symbolic Rules
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond SFT-to-RL: Pre-alignment via Black-box On-policy Distillation for Multimodal RL
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TimeClaw: A Time-Series AI Agent with Exploratory Execution Learning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LessMimic: Versatile Humanoid-Object Interaction with Unified Distance Field Representations
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Should We Pay This Much for Robustness? Efficient Proxy Certificates with Marginal Guarantees
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From Representational Complementarity to Dual Systems: Synergizing VLM and Vision-Only Backbones for End-to-End Driving
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GLINT: Sparsely Gated Vision-Language Alignment for Fine-Grained Radiology Representations
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Simple Test-Time Refinement for Plot-to-Code Generation via Visual-Code Diagnostics
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rethinking Learning from Label Proportions via Moment Matching
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Gaussian Mixture Models in Hilbert Spaces via Kernel Methods
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Guiding Visual Autoregressive Models through Spectrum Weakening
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MotionCFG: Boosting Motion Dynamics via Semantic Motion Sharpening
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Global Temporal Dynamics in Sparse Networks via Cycle Counts
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FlashRelight: Portrait Video Relighting with Dynamic Lighting
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Backtracking with Linear-in-Depth Search-Space Growth: Width-Limited Tree Search for Large Language Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Uncovering and Shaping the Latent Representation of 3D Scene Topology in Vision-Language Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VLAN: Vision-Language Accessible Navigation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Why Do DiT Editors Drift? Plug-and-Play Low Frequency Alignment in VAE Latent Space
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Tool-Integrated Reasoning via Hierarchical Multi-Agent Reinforcement Learning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CoVisIT: Cross-modal Prior Guided Diffusion Model for Visible-to-Infrared Image Translation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When is Warmstarting Effective for Scaling Language Models?
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Complex Optimization Modeling via Multiagent Fine-Tuning and Skill-Augmented Reasoning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
StoSplat: Ray-Aligned Stochastic Preconditioning for Feed-Forward 3D Gaussian Splatting
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Disen-Forcing: Disentangling Semantic Anchoring from Motion for Autoregressive Video Diffusion
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Mirror, Mirror on the Wall: Can VLM Agents Tell Who They Are at All?
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Training for the Model You Return: Improving Optimization for Iterate-Averaged Language Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Never Go Full Batch: Stochastic TMLE for Large-Scale Debiased Inference
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PointZero: 3D Point Track Completion for Learning Transferable 3D Dynamics
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GIFT: Representation Geometry Matters for Single-Domain Generalized Object Detection
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Probabilistic Signature Inversion: Learning Conditional Distributions from Truncated Signatures
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Bound-Conditioned Latent Inference for Progressive Image Compression
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Align3D-AD: Cross-Modal Feature Alignment and Dual-Prompt Learning for Zero-shot 3D Anomaly Detection
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Unreasonable Effectiveness of Text Embedding Interpolation for Continuous Image Steering
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Scene-Adaptive VLA: Efficient Autonomous Driving via Dynamic Layer Routing
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Correctable Fork Tokens: Verifier-Anchored Selective Credit Assignment for Tool-Integrated RLVR
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RVLoss: Runoff Vote Loss for Self-Supervised LiDAR Scene Flow Estimation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Cross-User Poisoning: User-Task Boundary Failures in Multi-User Collaborative Language Agents
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ITO: Multi-View Alignment and Training-Time Fusion for Image-Text Pretraining
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
QWaveNet: Quantum-Enhanced Wavelet Network for Time Series Forecasting
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CutAttn: Discovering Cognitive Transition Layers for Efficient Long-Context Prefilling
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Thinking with Images as Continuous Policy: Numerical Visual Chain-of-Thought
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Breadcrumbing Search Agents: Per-Turn Scheming Over Long-Horizon Trajectories
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Adaptive Feature Propagation for Attribute-Missing Graph Clustering
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Knowing What is Missing: Efficient Conversational Memory via Explicit Evidence-Gap Tracking
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Multi-Part Object Representations via Graph Structures and Co-Part Discovery
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BiShield-TEE: On the (In-)Security of Unilateral Weight Obfuscation in On-Device TEE-Shielded LLM Partition
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Preserving Geometric Symmetry in Uncertainty Estimation for Molecular Forces
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
$\alpha$Depth: Learning Single-Pass Soft Boundary Decomposition for Stereo Conversion
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Nash Social Welfare for Multi Armed Bandits: Trajectory-wise Expected and High Probability Regret
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From Link Prediction to Linear Community Detection: A Finite-Sample Guarantee for Graph Pretraining
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Horizontal Diffusion Models: Score-based Generative Modeling on Frame-Connection Geometry
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Ask KG Agent: A Multi-Agent Framework for Code Localization Using Code and Knowledge Graphs
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BlendCast: Teaching Vision-Language Model to Anticipate Member Skill in Weather Ensembles
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Regularization-Based Approach to Public Belief State Search for Adversarial Games
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BrainWorld: A Structural-Prior-Conditioned Generative Model for Whole-Brain 4D fMRI Dynamics
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From Views to Worlds: Active Exploration over 3D Worlds for Vision-Language Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CoilStellaration: A Dataset and Benchmark for Engineering-Aware Stellarator Coilset Generation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RiSE: Residual Subspace Expert for Generalizable Text-Centric Image Forgery Localization
[
Slides]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Alignment Imprint: Zero-Shot AI-Generated Text Detection via Provable Preference Discrepancy
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Robust Representations for Defending White-Box Adversarial Attacks in Continual Learning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ReflectDrive-2: Reinforcement-Learning-Aligned Self-Editing for Discrete Diffusion Driving
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Norm Anchors Make Model Edits Last
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CASAM: Consistency-Anchored Sharpness-Aware Minimization for Improved Model Generalization
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
At FullTilt: Real-Time Open-Set 3D Macromolecule Detection Directly from Tilted 2D Projections
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Differentiable Exact Learning of Algorithms
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Fair Bubble Sort: Provably Optimal Fair Ranking with Continuous Sensitive Attributes
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ASQ: Agent-guided Semantic-aware Quantization for Large Language Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Verifiable LLM-Guided Focal SMT Solving for Quantified Arrays
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Geometry of Forgetting: Temporal Knowledge Drift as an Independent Axis in LLM Representations
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Online Min-Max Optimization: From Individual Regrets to Cumulative Saddle Points
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Signature-Kernel Evaluation Metrics for Robust Probabilistic and Tail-Event Forecasting
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
What to Remember, What to Reveal: Privacy-Aware Memory for Conversational Agents
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
What kills $v$-prediction? A Patch-wise PCA Perspective on Pixel-Space Flow Matching
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Diffusion-Time Concept Manifolds: Sparse Autoencoder Groups for Interpreting Denoising Language Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Breaking the Uniformity Trap: Scaling Video Diffusion Model via SplitMoE
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SRA: Spatial Reasoning Adapter via Evolving Social Interaction Graphs for Trajectory Prediction
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Mechanism-Aware Ensemble Conditioning for Data-Limited Emulation of Extreme Events
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Complexity of Differentially Private Selection via Federated APIs
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EverAnimate: Minute-Scale Human Animation via Latent Flow Restoration
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ASPI: Seeking Ambiguity Clarification Amplifies Prompt Injection Vulnerability in LLM Agents
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Align $\&$ Invert: Solving Inverse Problems with Diffusion and Flow-based Models via Representation Alignment
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FedLoVA: Value-Only Aggregation for Federated LoRA Fine-Tuning of Large Language Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Asymmetric Generalization in Deep CTR Models: A Block-wise Diagnosis
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BitMTP: When Multi-Token Prediction Meets Low-Bit Large Language Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learn from Your Mistakes: Self-Correcting Masked Diffusion Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FreeAct: Demonstration-Free Robot Adaptation via Action-Grounded Generated Videos
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Aligning Few-Step Generative Model via Amortizing Sample-Based Variational Inference
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Tikhonov-Stabilized Bezier Representation Forecasting for Training-free Diffusion Acceleration
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Toward Multimodal Sheet Music Recognition and Understanding
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BitDance: Scaling Autoregressive Generative Models with Binary Tokens
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
UECO: A Unified Encoder with Structure-Aware Attention Mixture via Iterative Edge Evolving for Neural Combinatorial Optimization
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Confusion is Real: GRAPHIC – A Network Science Approach to Confusion Matrices in Deep Learning
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Cylindrical Geodesic Flow Matching for Quasiperiodic Physiological Signal Transformation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When the Most Disruptive Messages Are Safe to Prune in Aggregate: Functional Analysis of Communication Pruning in Two-Agent LLM Systems
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Catch Your Breath: Adaptive Computation for Self-Paced Sequence Production
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
KVFocus: A Perturbation-Theoretic Token-Risk Score for Selective KV Cache Reuse in RAG
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Grasp-Then-Plan with Failure Attribution: A Closed Two-Stage Framework for Precise and Generalizable Robotic Manipulation
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BROS: Bias-Corrected Randomized Subspaces for Memory-Efficient Single-Loop Bilevel Optimization
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Adversarial Attack and Defense for Machine Learning in Statistical Physics
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Benchmarking Graph Self-Supervised Learning for Node-Level Tasks: Insights and Strong Baseline
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When All Paths Lead to Dead End: Deadlock-Depth-guided Monte Carlo Tree Search for Reentrant Blocking Hybrid Flow Shops
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VideoSTF: Stress-Testing Output Repetition in Video Large Language Models
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Knowledge-Level Consistency Reinforcement Learning: Dual-Fact Alignment for Long-Form Factuality
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Narrative Gap: Can LLMs help us Navigate Diverse Narratives Across Languages?
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Characterizing Universal Object Representations Across Vision Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LLM Rheology: Auditing Refusal Geometry in Aligned Language Models
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GenZ: Hybrid statistical–foundational models for knowledge discovery from real-valued multidimensional targets
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Minimal Sufficient Evidence Graphs for GraphRAG via Nash-Guided Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
STRIDE: Automated Evaluation of Text-to-Trajectory Alignment across Diverse Contexts
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MedVTok: A General-Purpose Medical Visual Tokenizer
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Steering Visual Generation in Unified Multimodal Models with Understanding Supervision
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Direct Product Flow Matching: Decoupling Radial and Angular Dynamics for Few-Shot Adaptation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Continuous Latent Diffusion Language Model
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Diffusion Masked Pretraining for Dynamic Point Cloud
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Inverse Modeling of Neural Recordings via Differentiable Biophysical Simulation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ElasticFit: Fit-Aware 3D Object Insertion via VLM Reasoning and Generative Adaptation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Bayesian Causal Stress Testing: Posterior Fragility of Treatment-Effect Conclusions
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
StepCAD: Mesh-to-CAD Code Generation via LLM Policy and Geometry-Guided Search
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Nonlinear Direct Feedback Alignment for Scalable Backpropagation-Free Training
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LSVD: Loss-Aware Low-Rank Approximation for Efficient Low-Precision Vision-Language Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MinerU2.5-Pro: Pushing the Limit of Document Parsing via a Calibrated Evaluation-Data Flywheel
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
NarrativeBench: Benchmarking Multi-trait Automated Scoring and Feedback Efficacy of Large Language Models for Chinese Narrative Essays
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning in Policy Transparency Games: Wedge Structure and Adaptive Certification
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TRACE: Tourism Recommendation with Accountable Citation Evidence
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
What to Perturb, How to Propagate: A Graph-Guided Transferable Attack on VLP Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Revisiting Embodied Chain-of-Thought for Generalizable Robot Manipulation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ChainFlow-VLA: Causal Flow Planning with Vision-Language Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Predicting Human-Gain Curves under Local Proxy Optimization from Repeated Ratings
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Robust Approximate Nearest Neighbor Search for Any Dataset
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Memory Inception: Latent-Space KV Cache Manipulation for Steering LLMs
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Do Glimpse Policies See Like Humans? A Behavioral Audit Reveals Dissociated Viewing Priors in Classification-Trained Active Vision
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Emergent Misalignment as Data-Mediated Transfer
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Think, then Score: Decoupled Reasoning and Scoring for Video Reward Modeling
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Transferability for General Reasoning: An Automated Curriculum for Multi-Domain LLM RL
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond the Prompt: Leveraging Pre-Decoding States for Jailbreak Detection in dLLMs
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
L$^2$EAP: Supercharging LLMs for Formal Mathematics with Agentic Frameworks
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Global convergence of adjoint-optimized neural PDEs
[
Poster]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Clipping: Signed Logarithmic Smoothing for Policy Optimization
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HierSVA: A Synthesis Pipeline, Dataset, and Benchmark for LLM-Driven Hierarchical Hardware Formal Verification
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CUDABench: Benchmarking LLMs for Text-to-CUDA Generation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SFT-then-RL Outperforms Mixed-Policy Methods for LLM Reasoning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RTCBench: Evaluating Tool Use of Large Language Models Beyond Oracle Access
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Incremental Multiple Oracle
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Improving General Role-Playing Agents via Psychology-Grounded Reasoning and Role-Aware Policy Optimization
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
UniDG: Universal Defect Generation via Defect-Context Editing
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BEACON: Cross-Domain Co-Training of Generative Robot Policies via Best-Effort Adaptation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SynMQG: Disentanglement and Mutual-Information Optimization for Synergistic Multi-modal Question Generation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Identification and Bounding of Joint Expectation over Potential Outcomes
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Orthogonal Uplift Learning with Permutation-Invariant Representations for Combinatorial Treatments
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HoloCode: A Code-Centric Multi-Agent Framework for Image-to-3D Scene Generation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Horizon-Stream: Long-Horizon Attention for Streaming 3D Reconstruction
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Curse of Multiple Mediators: Hidden Interaction Effects in Activation Patching
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SR-Prominence: A Crowdsourced Protocol and Dataset Suite for Perceptually-Weighted Super-Resolution Artifact Evaluation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MoEZip: Routing-Aware KV Cache Compression for Sparse Mixture-of-Experts LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ENACT: Single-Image Human-Scene Interaction Motion from Language via Foundation-Model Orchestration
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Linear approximations to HMM filtering
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LiFi: LiDAR Generation from Multi-View Images via Geometric and Semantic Collaborative Guidance
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FracTS: Hierarchical and Autoregressive Time Series Generation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
StakeBench: Evaluating Language Understanding Grounded in Market Commitment
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Mitigating Reward Hacking via Task Representations
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EchoXFlow: A Beamspace Echocardiography Dataset for Cardiac Motion, Flow, and Function
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Right and Wrong: Evaluating Second-order Social Reasoning in Large Language Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
NeuroRVQ: Multi-Scale Biosignal Tokenization for Generative Foundation Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Data-Adaptive Mahalanobis Metric Learning for Cross-Head Attention in Transformers
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GraphInstruct: A Progressive Benchmark for Diagnosing Capability Gaps in LLM Graph Generation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hierarchical Concept Geometry in Language Representations Emerges from Word Co-occurrence
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
T$^2$-Splat: Adaptive Topology Mesh Splatting with Texture Residuals
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Stranger Things: When Objects Appear Without Their Typical Neighbours
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ParetoM$^3$: Learning on the Pareto Set under Preference Guidance via Min-Max-Min Optimization
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MedHorizon: Towards Long-context Medical Video Understanding in the Wild
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MICA: Activation Checkpointing for Double-Backward Training of Machine Learning Interatomic Potentials
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DiA: Directional Adapter
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Uncovering Hidden Propensities in Language Models via Limited-Parameter Finetuning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PATCH: Learnable Tile-Level Hybrid Sparsity for LLMs
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
On the Origin of Algorithmic Progress in AI: Evidence from Language Model Pre-Training
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Argument Graph Uncertainty: Quantifying Uncertainty from the Logical Structure of Reasoning Chains
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Online Bayesian Recalibration of Brain–Computer Interfaces with Language Model Potentials
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PRISM: A Benchmark for Programmatic Spatial-Temporal Reasoning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Efficient Label Distribution Inference Attack and Defense on Classifier Weights in Federated Learning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FedAdaVR: Adaptive Variance Reduction for Robust Federated Learning under Limited Client Participation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Flux: Online, Fine-Grained Data Scheduling for Training Machine Learning Interatomic Potentials
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Unlocking Accurate Geometry in 3DGS via Spatially Varying Affine Rectification
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reasoning Warm-up: Scaling Label-free RL via Verifiable Surrogate Rewards
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From Pixels to Concepts: Do Segmentation Models Understand What They Segment?
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Active Learning as Nullspace Regulation: A Spectral Representation Perspective
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Caterpillar GNN: Replacing Message Passing with Graph-Level Aggregation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Lower-Level Agnostic Bilevel Optimization
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Masked Visual Actions for Unified World Modeling
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Nuwa: Evaluation-Grounded Agentic Construction of Time Series Forecasting Systems
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CRAFT: Causal Responsibility and Failure Tracing in Medical Vision Language Models
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Importance-Aware OBS Pruning for Diffusion Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DiffRisk: Diffusion Representation Learning with Informative Missingness for Health Risk Prediction
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Neural Structural Reasoner: A Brain-inspired Architecture for Reasoning over Structured Knowledge
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AgenticOCR: Parsing Only What You Need for Efficient Retrieval-Augmented Generation
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CardioLens: Revealing the Clinical Reality Gap of MLLMs via Multi-Sequence Cardiac MRI Evaluations
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PULSE: A Synchronized Five-Modality Dataset for Sensorimotor Coordination in Long-Horizon Daily Activities
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Dynamic Evidence Routes for Vision Transformer Probing
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Robust Domain Generalization under Divergent Marginal and Conditional Distributions
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Focus on Where You Aggregate: Restricted SAM for Non-IID Federated Learning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Theory of Mind and Persuasion Beyond Conversation: Assessing the Capacity of LLMs to Induce Belief States via Planning and Action
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Normalized SGD in the Convex Regime: First High-Probability Guarantees and Momentum Extension
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FireMPC: A Multi-Source Pan-Canadian Wildfire Benchmark Revealing Spatiotemporal Generalization Gaps
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Survive or Collapse: The Asymmetric Roles of Data Gating and Reward Grounding in Self-Play RL
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Privacy Meets Hierarchy: Differentially Private Distributed Trilevel Learning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MIRAGE: Duality-Inspired MILP Augmentation for Representation Learning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From Click Imitation to Transition Equivalence: Rethinking Supervision for GUI Agents
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
OrbitLoRA: Learning Rotation-Aware Low-Data Adaptation of Vision Foundation Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Appearance Shifts: Task-Semantic Action Calibration for VLA Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Focus Matters: Attention-Value Dynamics for Hallucination Mitigation in Vision-Language Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Flow Matching for Count Data
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Compressible Representations: Functional Spines in Deep Neural Networks
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TrustFlow: Adaptive Trust Calibration for Language Model Guided Reinforcement Learning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Embedded-Arena: Building Hardware-in-the-Loop Coding Agents to Run AI on Microcontrollers
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SkillCIR: Intent-Guided Skill Composition for Training-Free Composed Image Retrieval
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MT-CC: Multi-Group Temperature Scaling for Asymmetric Calibration Behavior in Class-Incremental Learning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Measuring and Decomposing Mode Separation via the Canonical Diffusion
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Cost-Aware Best-LLM Identification using Dueling Feedback
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Why Are LLMs Confidently Wrong? Correcting Overconfident Errors via Causal Head Intervention
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
WavNAF: Learning Wave Propagation Priors for Neural Acoustic Fields
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VisGym: Diverse, Customizable, Scalable Environments for Multimodal Agents
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Make Each Token Count: Towards Improving Long-Context Performance with KV Cache Eviction
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SeaPilot: Mobile Agent with Self-refining Environment Alignment
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reasoning via Test-Time Instance-Level Policy Gradient in Latent Space
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TALON: Confidence-Aware Speculative Decoding with Adaptive Token Trees
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Contrastive Distribution Matching for Amortized Sequential Monte Carlo in Discrete Diffusion
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Heuresis: Evaluating Search Strategies for Autonomous Machine Learning Research Agents
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Why Cross-Skeleton Retargeting Is Non-Identifiable: Structural Limits of Generative Motion Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond the Readout: Reservoir State Statistics for Model-Space Learning under Sparse Observations
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ClawBenchPro: Benchmarking How Well Agent Harnesses Work
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ROK-FORTRESS: Measuring the Effect of Geopolitical Transcreation for National Security and Public Safety
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
OxyGen: Unified KV Cache Management for VLA Inference under Multi-Task Parallelism
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HABIT: Human-Aware Behavior and Interaction Training Dataset for Robot Manipulation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Don't Pause! Every prediction matters in a streaming video
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Dual-Pathway Circuits of Object Hallucination in Vision-Language Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AgentBrew: Offline Tool-Use Agent Learning from Raw Real-World Trajectories
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ELMA: Benchmarking Anaphoric Compositions for Long-Term Text-to-Motion Generation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Flow Perturbation++: Multi-Step Unbiased Jacobian Estimation for High-Dimensional Boltzmann Sampling
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AlphaPareto: Formulaic Alpha Discovery with LLM-Guided Multi-Objective Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SC$^3$: A Multi-Solvent Solubility Challenge and Benchmark
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Human–AI Collaboration Requires a High-Order Dynamic Abstraction Substrate
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BIRD-RL: Scaling Agentic Reinforcement Learning over Stateful Data-Centric Environments
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From Benchmark to Adoption: Coding Agent Evaluation Needs User-Level Harness
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FEP-Agent: Grounding LLM Agent Self-Evolution in Active Inference with Semantic Memory
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MC^2: Monte Carlo Correction for Fast Elliptic PDE Solving
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Asymptotically Exact Negative Guidance of Diffusion Models via Positive-Unlabeled Learning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ReflectMT: Internalizing Reflection for Efficient and High-Quality Machine Translation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Peer review should constrain evaluative authority
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Full-Sequence Masked Diffusion for Generative Recommendation
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LOTION: Smoothing the Optimization Landscape for Quantized Training
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AIRA-Compose: Agentic Discovery of Neural Architectures
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Virtual Task Prompting for Multi-Task Scene Understanding
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LeanSearch v2: Global Premise Retrieval for Lean 4 Theorem Proving
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Dynamics of the Transformer Residual Stream: Coupling Spectral Geometry to Network Topology
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SQUEEZE: Preserving Homeomorphism and Smooth in Higher-Dimensional Flows
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
UFO: A Unified Flow-Oriented Framework for Robust Continual Graph Learning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Causality can systematically address the monsters under the bench(marks)
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Position: Telic Errors Make VLMs Unreliable Annotators in Sensitive Contexts
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
xVGAE: A Hierarchical Variational Graph Autoencoder for Exchangeable Graphs
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Estimation of the Label-Noise Transition Matrix with Performance Guarantees via Selective Classification
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Model Incrimination: Investigating Whether Concerning Behavior Reflects Misalignment
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Leech Lattice Vector Quantization for Efficient LLM Compression
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SudoBench: A Contextual Authorization Benchmark for LLM Agents
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Coordinating Hundreds of RL Agents through Scalable Inference-Time Search
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BusterX: MLLM-Powered AI-Generated Video Forgery Detection and Explanation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Quality-Diversity Optimization as Multi-Objective Optimization
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GReFEM: Multimodal LLMs as Zero-Shot Semantic Assistants for Physics-Guided 3D Mesh Refinement
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Retain-Neutral Surrogates for Min-Max Unlearning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Towards Principled Task Grouping for Multi-Task Learning
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LDPCache: Locally Differentially Private Multi-Query Processing with Cache Optimization for Large Language Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AirMPA: A Meteorology-to-Pollution Adapter for Global Air Quality Forecasting
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TokenSwap: Benchmarking and Reducing the Modality Gap in Multimodal LLMs
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RETR: A Structure-Preserving RGB-Event Transformer for Robust 3D Lane Detection
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ShiftRAG: Bypassing the Textual Bottleneck via Decoupled Learning and Continuous Soft Tokens
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Multivariate Time Series Forecasting needs Cross Variable Loss
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BiHashFormer: Hash-Driven Dual-Branch Transformer for Efficient Object Detection in HRW Shots
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ProxySearch: Decoupled Inference-Time Scaling for Diffusion Models via Asymmetric Noise-Rank Transfer
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning What's Real: Disentangling Signals and Measurement Artifacts in Multi-Sensor Data, with Applications to Astrophysics
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Recovering Evolving User Preference State via Adaptive Interaction-aware Representation Correction
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Stability-Weighted Direction Regularization Disentangles Generator Shortcuts from Detection Signal
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Not All Proofs Are Equal: Evaluating LLM Proof Quality Beyond Correctness
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Towards Anytime-Valid Statistical Watermarking
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Colosseum: Auditing Collusion in Cooperative Multi-Agent Systems
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Revisiting Value Iteration: Unified Analysis of Discounted and Average-Reward Cases
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Bricker to BRACE: A Bracket Exposure RAW Dataset and Restoration Model for Flicker-Banding
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From Local to Global: Progressive Consensus via Hierarchical Communication in Multi-Agent Reinforcement Learning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Semantic-level Exploration for Multi-Agent Reinforcement Learning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DEDCA: Test-Time Adaptation for Generalized AI-Generated Image Detection
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FlowTrack: Controlling Edit-Signal Execution in Inversion-Free Flow Video Editing
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Distribution Corrected Decision Transformer for Offline Reinforcement Learning with Imbalanced Datasets
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Self-Calibrated GUI Reward Model via Inverse Dynamic Modeling
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Risk-Aware Action Repetition via Expected Skip Evaluation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Seeing the Unseen: Unified Visible–Invisible Motion for Physically Consistent Video Generation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VideoSleuth: A Narrative-Centric Agentic System with Video-Audio Native MLLM for Long-Form Video Understanding
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SpreadsheetBench 2: Evaluating Agents on End-to-End Business Spreadsheet Workflows
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MixScentNet: A Multiscale Graph-based Framework for Predicting Scent Mixture Perception
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Hard Negatives: Grounded Positive Supervision for Compositional CLIP
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reasoning-Aware Relational Representation Learning for Open-Vocabulary Scene Graph Generation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
How Data Scales in Agentic Reinforcement Learning: Laws and Synthesis Strategies
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EntiRE: Invariant Learning for Robust Concept Erasure in Text-to-Image Generative Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Revisiting the Adam–SGD Gap Beyond Single Factors
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EgoForce: Robust Online Egocentric Motion Reconstruction via Diffusion Forcing
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AGiR: Mitigating Gift Over-Reliance in Mixed-Motive Games
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
3D Fresnel Volumizing for Efficient Implicit Velocity Field Reconstruction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
On the Overscaling Curse of Parallel Thinking: System Efficacy Contradicts Sample Efficiency
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Ergodic Risk Measures: Towards a Risk-Aware Foundation for Continual Reinforcement Learning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
User Embeddings are Superpositions of Interpretable Behavioral Modes
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Topological Invariance and Breakdown in Learning Dynamics
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MemCode: Discrete Semantic Representations for Long-Term Agent Memory
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ReSAM: Representation-Level Safety Margin Alignment for Vision–Language Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BONSAI: Bayesian Optimization with Natural Simplicity and Interpretability
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Conformal Language Modeling via Posterior Sampling
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
OPPO: Bayesian Value Recursion for Token-Level Credit Assignment in Policy Optimization
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Embodied-R1.5: Evolving Physical Intelligence via Embodied Foundation Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TSNBench: Benchmarking LLM Proficiency in Time-Sensitive Networking
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TopoRefine: Plug-and-Play Topology-Aware Contour Refinement for Building Segmentation
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DUET: Optimize Token-Budget Allocation for Reinforcement Learning with Verifiable Rewards
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Privately Clipping Heavy-Tailed Data
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Harnessing Streaming Video in the Wild
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Random Attention Pattern Learning Enables Emergent Capabilities
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Symplectic Normal Coordinates Flow for Generative Modeling of Hamiltonian Systems
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Explainability matters: The effect of liability rules on the healthcare sector
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Behavior-Discriminative Reward Shaping for Reward-Robust Reinforcement Learning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Contractive Monoids: The Algebra Behind Stable Residual Propagation in Deep Graph Neural Networks
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Don't Pay Attention, PLANT It: Pretraining Attention via Learning-to-Rank
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LaST-VLA: Thinking in Latent Spatio-Temporal Space for Vision-Language-Action in Autonomous Driving
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MissPath-FM: Flow Matching with Structured Priors for Partially Observed Time Series
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
UNIVERSE: Unified Video Action Models for Autonomous Driving with Flexible Mask-Modulated Modality Generation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Incentivizing Medical Vision Capabilities from Large-Scale Multimodal Pre-training
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Federated Distributionally Robust Neural Combinatorial Optimization with Convergence Guarantees
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Iterative Scarcity-Guided Exploration: Bootstrapping Generative Auto-bidding from Narrow Support
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RGF: Recursive Generative Framework for the Edge-Cut Separable Problems
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
What Stops SGD on LLM Pre-Training: The Need for Large Learning Rate and How to Achieve it
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DAGent: Evaluate-then-Grow Planning for Deep Research Agents
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Solvable Model of Chain-of-Thought in In-Context Learning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Outcome Rewards: Step-Level Self-Distilled Policy Optimization for Deep Search Agents
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VerifyMAS: Hypothesis Verification for Failure Attribution in LLM Multi-Agent Systems
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Replicas-as-Variables: A Planner for Throughput-Optimal Routing in LLM Deployment
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GOLIATH: Gradient Inversion of Tabular Diffusion Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ImageNet FID is a Pass Check, Not a Finish Line
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Inter-Agent Influence: Evaluating Persuasion, Deception and Coercion in Multi-Agent Systems
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
StereoSplat: Metric-Scale Novel View Synthesis via Stereo-Grounded Gaussian Splatting
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Scalable Fair Learning via Cramér-von Mises Regularization
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RoboExo: Structure-Guided Wrist-to-Exocentric Video Generation for Scalable Robot Learning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Optimistic Q-value Adaptation for Offline-to-Online Reinforcement Learning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VSearcher: Long-Horizon Multimodal Search Agent via Reinforcement Learning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From Local Skills to Long-Horizon Tasks: Progressive Skill Exploration for LLM Web Agents
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Discovering Unseen Degradations to Adapt Open-World Image Restoration
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Phase-Adaptive Fusion: Spatio-Temporal Modulation for VLA Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Prototype Topology Consistency for Visible-Infrared Lifelong Person Re-Identification
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Towards Direct Evaluation of Harness Optimizers via Priority Ranking
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AsyncMesh: Fully Asynchronous Optimization for Data and Pipeline Parallelism
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Task-Aware KV Cache Compression for LLM Agents via Utility-Driven Step Pruning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
StaDy: Factorizing the World into Static and Dynamic via Likelihood Matching
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FlashControl: One-Step Controllable Generator via Distillation-Friendly Single-Stream Teachers.
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Re:Cognize - A Framework For Open-Set Comic Character Re-Identification
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Characterizing Learning in Deep Neural Networks using a Tractable Algorithmic Complexity Estimator
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Real2Sim in HOI: Toward Physically Plausible HOI Reconstruction from Monocular Videos
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Continuous p-adic Optimization
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LEGO: Sizing Rules for Budget-Aware Dense-to-MoE Conversion of Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Optimal Ansatz-free Hamiltonian Learning In Situ
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Fingerprinting Inference Systems of Large Language Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EndoSCOP-V: A Multi-Turn Video Understanding Evaluation Framework for Multimodal Models in Endoscopy Reporting and Clinical Reasoning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Internal Safety Collapse in Frontier Large Language Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Computing All Optimal Partial $p$-Wasserstein Matchings on the Line
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MARBLE: an Agent Benchmark for Spatial Reasoning and Visual Abstraction
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
OmniSE: Support-Faithful Optimization for Evidence-Centric Audio-Video Reasoning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ViMU: Benchmarking Video Metaphorical Understanding
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
OBJECT-UNI: A Unified Model for Object-Centric Spatial Understanding and Controllable Generation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Imputation: Mask-Adaptive Conformal Prediction via Tree Embeddings on General Missing Data Mechanisms
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MyoChallenge 2025: A New Benchmark for Human Athletic Intelligence
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Dual-Contrastive Sparse Autoencoders Reveal Features of Musical Interpretation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PathView-Bench: Can Multimodal Large Language Models Achieve Fine-grained Multiscale Understanding of Pathology Images?
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When Attention Closes: How LLMs Lose the Thread in Multi-Turn Interaction
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CATS: Acceptance-Oriented Critical Token Adaptive Selection for Multimodal Speculative Decoding
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
On the Importance of Gating: Memorization vs. In-Context Learning in State Space Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AVENUE: Audio-Video Editing Understanding and Evaluation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Noise-Level KL Rates for Multi-Marginal Schrödinger Bridge Surrogates
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CyBiasBench: Benchmarking Bias in LLM Agents for Cyber-Attack Scenarios
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Noisy Data is Destructive to Reinforcement Learning with Verifiable Rewards
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Structure-Semantic Guided Closed-Loop Medical Anomaly Detection via Multi-Agent Collaboration
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AptaBench: A Benchmark for Aptamer-Small Molecule Binding
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Commutator Memory: Sparse, Path-Local Reading and Steering in Language Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Safe Actions Can Form Unsafe Traces: Benchmarking and Shielding Compositional Emergent Risk in AI Agents
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VSPO: Vector-Steered Policy Optimization for Controllable Model Behavior
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Trust Region Q Adjoint Matching
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Vision Correlators: Correlation-Driven Visual Understanding with Hypergraphs
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PolarScale: A Physics-Grounded Benchmark for Radiometrically Consistent RGB-to-Stokes Estimation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CyberDualEval: Measuring Dual-Use Cyber Risks in Frontier Language Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Ensembling Language Models with Sequential Monte Carlo
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
How Complete Should a Reference Be? A Benchmark Audit for Fluorescence Spot Detection
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Preconditioned Implicit Midpoint Langevin Sampling for Non-Smooth Bayesian Imaging
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
L2P: Unlocking Latent Potential for Pixel Generation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Metropolis-Adjusted Diffusion Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
C3H: Compression-to-Consensus Criteria Hijacking in Multimodal LLM Recommender Systems
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Conditioning Gaussian Processes on Almost Anything
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CI4A: Semantic Component Interfaces for Agents Empowering Web Automation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Segment and Select: Vision-Language Segmentation in 3D Scenarios
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Hierarchical Forward Processes For Discrete Diffusion Language Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Statistical field theory for Markov decision processes under uncertainty
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Multimodal LLMs Outperform Pathology Foundation Models in Cross-Domain Histological Similarity
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From Walls to Synergy: A Joint LLM-Evolution Framework for MILP Solvers
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Minimax Optimal Estimation of Transport-Growth Pairs in Unbalanced Optimal Transport
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Spectrum-Adaptive Generalization Bounds for Trained Deep Transformers
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SOAR: Semantic Organ-Aware Pretraining for 3D CT Image Understanding
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Do Image Editing Models Understand Lighting?
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Weird Generalization from Narrow Finetuning: Persona Shifts and Inductive Backdoors
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Worst-Case Regret Bounds for Combinatorial Bandits with Ranking Feedback
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Riemannian Optimization for Low-Rank Adaptation via Desingularization
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Exploring the Epipolar Consistency for Light Field Deraining
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Classification Fields: Arbitrarily Fine Recursive Hierarchical Clustering From Few Examples
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reference-Guided Training: Adaptive Gradient Scaling via Per-Sample Loss Comparisons
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MaskForge: Structure-Aware Adaptive Attacks for Jailbreaking Diffusion Large Language Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MMFineReason: Closing the Multimodal Reasoning Gap via Open Data-Centric Methods
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Towards Financial World Modeling
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When evolution cheats: Frozen-weights Baselines reveal static-solvers interference in evolved plastic spiking neural networks
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Unveiling the Value of Motion for Cinematic Camera Trajectories
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
iCATS: Fast Video Generation via Interaction-Aware Sparse Attention and Timestep-Adaptive Sparsity
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SliMOO: Interpretable Multi-Objective Evolutionary Search for LLM Depth Pruning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Is the Importance Ratio Necessary for Stable Reinforcement Learning in LLMs?
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Steering Frozen LLMs: Adaptive Social Alignment via Online Prompt Routing
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rethinking Diffusion Decoding via Structural Commitment
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CausalAffect: Causally Guided Learning of Psychology-Aligned Facial Affect Relations
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
JailBound: A FOL-Guided Jailbreak Evaluation Framework for Revealing Safety Boundaries of LLMs
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RPFQ-ViT: Rotated Phase-Frame Quantization for Extremely Low-Bit Weights in Vision Transformers
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From Sample to Subset Construction: Coverage-Aware Curation of Robot Demonstrations
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
On the Convergence of Multicalibration Gradient Boosting
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ODEWorld: A Continuous Predictive Architecture via Physical-Time Flow
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RealICU: Do LLM Agents Understand Long-Context ICU Data? A Benchmark Beyond Behavior Imitation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning through Internalization
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The End Justifies the Mean: Linear Ranking Rules for Proportional Sequential Decisions
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Verification-Aware Training for Speculative Decoding
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
What Probing Reveals about Autonomous Driving: Better Predictions Lead to Better Planning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
World from Motion: Generative Dynamic Gaussian Reconstruction from Monocular Video
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Video Generation Research Needs a Legally Sustainable Data Infrastructure
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
3D Skew Normal Splatting
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Branching Flows: Discrete, Continuous, and Manifold Flow Matching with Splits and Deletions
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GenEvolve: Self-Evolving Image Generation Agents via Tool-Orchestrated Visual Experience Distillation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Towards Identifiable Latent Additive Noise Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Unlocking LLM Creativity in Science through Analogical Reasoning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AnchorWorld: Embodied Egocentric World Simulation with View-based Evolution Customization
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Provable Selective Auto-labeling with Reliability Guarantees
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Kernel-based guarantees for nonlinear parametric models in Bayesian optimization
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Unified Merge Calculus for Learning-Rate Scaling on Neural Computation Graphs
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Ultra Flash: Scaling Real-Time Streaming Video Generation to High Resolutions
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Parameterized Stripe Attention for Efficient Video Generation
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SpatialFlow-GRPO: Where Spatial Credit Drives Image Editing
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Adaptive Generate-Rank-Verify: Inference-Time Search with Costly Verification
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Emergent Visual Thinking in Text-Only Reasoning through Multimodal Training
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RA-CFGCache: From Branch-Level Criteria to Guided-Risk Control under Classifier-Free Guidance
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
One Adapter For All: Towards Generalizable Many-To-One Domain Adaptation In Heterogeneous Collaborative Perception
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Enhancing Speech Large Language Models through Reinforced Behavior Alignment
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TokenCLIP: Token-wise Prompt Learning for Zero-shot Anomaly Detection
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Muon Does Not Converge on Convex Lipschitz Functions
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Verification-Guided Abstraction Generation with Large Language Models for Generalized Planning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Get a GRIP, this will be a long TRIP: A Quantifiable Long-Range Framework for Verifying Over-squashing
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
OrchestraRL: Learning to Orchestrate LLM Agent Swarms with Entropy-Aware Communication Control
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From Facts to Personas: Interpretable Role Unlearning in LLMs via Mixture-of-Experts
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Correpondence Alignment For Improved Virtual Try-On
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Verifier Choice is a Benchmark Design Variable: Auditing Structural Counting Evaluation in Text-to-Image Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ZNO: Stable Rational Neural Operators in the Z-Domain for Discrete-Time Dynamics
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VGB for Masked Diffusion Model: Efficient Test-time Scaling for Reward Satisfaction and Sample Editing
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Mechanistic Investigation of Theory of Mind in a Large Language Model
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Towards Scalable Data Diversification for Language Model Pretraining via Leverage Score Sampling
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Towards Real-Time Full-Waveform LiDAR Transformers via Intensity-Guided Token Reduction and Physics-Aware Augmentation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MUTE: Multi-Level Alignment Uncoupling Against Talking-Head Exploitation for Voice Protection
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Microstructure Descriptor Fields as Supervision for Scientific Images
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DACE RL for Compute Efficient Reinforcement Learning in Small Model Reasoning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Koopman Generative Operators for Efficient Probabilistic Time-Series Forecasting
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
How Neural Reward Models Learn Features for Policy Optimization: A Single-Index Analysis
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PGGT-Loc: Primitive-Grounded Geometry Transformer for Feed-Forward Camera Localization
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Constrained Look-ahead Guidance for Interference-Aware Flow Editing
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Modality-Aware Expert Pruning for MoE-Based Multimodal Large Language Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
OpenMHC: Accelerating the Science of Wearable Foundation Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CP-MLPs: A Tensor-Rank Theory of Tied and Untied MLP Blocks
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
OceanCBM: A Concept Bottleneck Model for Mechanistic Interpretability in Ocean Forecasting
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PF-SGS: Pose-Free Streaming 3D Gaussian Splatting for Large-Scale Scene Reconstruction
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EfficientRollout: System-Aware Self-Speculative Decoding for RL Rollouts
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ICAT: Incident-Case–Grounded Adaptive Testing for Physical-Risk Prediction in Embodied World Models
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CIG: Exploration via Conditional Information Gain
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Controlling Transient Amplification Improves Long-horizon Rollouts
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Towards Multi-Human-Value Alignment via Value Localization in LLMs
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Optimization Prior: Instilling depth for shallow networks, detail for coarse networks
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MedEvoEval: Evaluating Continual Evolution of Doctor Agents through Simulated Clinical Episodes
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Do Speech BCIs Need Larger Models? Rethinking Neural Decoding beyond Scaling
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Stress Testing Chain-of-Thought Monitoring Against Covert Misalignment
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
StraTA: Incentivizing Agentic Reinforcement Learning with Strategic Trajectory Abstraction
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Multiclass Classification with Rare Useful Features: Fundamental Limits and the Optimality of Diversity Pursuit Higher Criticism
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DeltaMomentum: A Key-Value based Anisotropic Momentum Update via Delta Rule
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Posterior Contraction Rates for sparse Kolmogorov-Arnold Networks in Anisotropic Besov Spaces
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VSRo-200: A Romanian Visual Speech Recognition Dataset for Studying Supervision and Multimodal Robustness
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GARDO: Reinforcing Diffusion Models without Reward Hacking
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Smart Picks in the Dark: Towards Efficient RLVR for Reasoning via Tracing Metacognitive Pivots
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FOGO: Forgetting-aware Orthogonalization Optimizer
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ProCTI: Prototype-Refined Global Conditioning for Diffusion-Based Time Series Imputation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AesGI-Bench: Benchmarking and Evaluating the Aesthetic Quality of AI-Generated Images via Large Multimodal Models
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FreqCa: Accelerating Image generation and editing via Frequency-Aware Caching
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CodeScaler: Scaling Code LLM Training and Test-Time Inference via Reward Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Anchoring Reasoning Distillation via Syntactic Constraints
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MiroEval: Benchmarking Multimodal Deep Research Agents in Process and Outcome
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Distribution Matching: Self-Supervised Representation Forcing for Few-Step Video Generation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Active Learning of Conditional Generative Models via the Transport Neural Tangent Kernel
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Does This Gradient Spark Joy?
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Deep Probabilistic Supervision for Image Classification
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Next-Token Prediction Enables Scalable Learning of Sleep Physiology
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Probabilistic Circuits for Irregular Multivariate Time Series Forecasting
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Chebyshev Differential Flows for Shape Matching and Interpolation with Endpoint Guidance
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Augmented-Action Surrogates for Multi-Expert Learning-to-Defer
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Leveraging Psychophysical Attentional Distribution for Gaze-Augmented Reward Modeling
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
APS: Bias-Controlled Adaptive Prototype Simulation for Population-Scale LLM Agents
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Multi-step Consistency Models: A Complete Error Theory and Optimal Step Selection
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Unified Semismooth Newton Approach to Multitask and Multivariate Square-Root Lasso Problems
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SENTINEL: A Multi-Level Formal Framework for Safety Evaluation of Foundation Model-based Embodied Agents
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TiRex-2: Generalizing TiRex to Multivariate Data and Streaming
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Fréchet Regression on the Bures-Wasserstein Manifold
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Multi-Marginal Couplings for Metropolis--Hastings
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
POP: Online Structural Pruning Enables Efficient Inference of Large Foundation Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SARL: Label-Free Reinforcement Learning by Rewarding Reasoning Topology
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SchedDiff: Diffusion-Based Priority Refinement for Job Shop Scheduling
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Towards a Unified Model for Flexible Job Shop Scheduling Problems
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MJ: Multi-turn LLM Jailbreaking via Decomposed Credit Assignment
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Topological Out-of-Domain Generalization in Dynamical Systems Reconstruction
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Not Just Oversmoothing: Detecting Echo Chamber Effect in Graph Neural Networks
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Adaptive Internal Readout for Native Multimodal Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EIPO: Efficient Inter-Step Parallel Optimization
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ParaLin: Accelerating Parallel Diffusion Integrator via Intrinsic Partially Linear Structure
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Implicit Bias in Generative Spaces for Accelerating Protein Dynamics Emulation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When does the noise schedule matter? A spectral classification of diffusion training objectives
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From SGD to Muon: Adaptive Optimization via Schatten-p Norms
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RUBRIC-MME: Real-User Behavior-grounded Rubric for Multimodal Interaction Capability Evaluation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
METRO: Metric-Enhanced Token Routing Operator
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VDE: Verifiable Dynamic Evaluation of Mathematical Reasoning via Typed Bipartite Graphs
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DiscoLoop: Looping Discrete Embeddings and Continuous Hidden States for Multi-hop Reasoning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Weather-Robust Cross-View Geo-Localization via Prototype-Based Semantic Part Discovery
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AtmoZero: Self-Play Post-Training for Caption-Free Weather Time-Series Captioning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LL-Bench: Rethinking Low-Level Vision Evaluation in the Era of Large-Scale Generative Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Differentiating Network Design Objectives for Balancing Cost and Distance
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CRAFT: Counterfactual-to-Interactive Reinforcement Fine-Tuning for Driving Policies
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Harnessing Agentic Evolution
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FARE: Forensic Acceptance Region Estimation for Catching Bait-and-Switch Image Generators
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Castle-in-the-Air: Probing the Foundational Visual Deficits of MLLMs via Bottom-Up Cognitive Factors
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Neural networks are more modular than single neurons suggest
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
StreamMind: Dynamic Streaming Cognition for Online Video Understanding
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Synaptic Strength Controls Trainability and Structural Stability in Rank-Deficient RNNs
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rethinking Credit Assignment in Cooperative MARL via Interventional Reward Response
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Group of Skills: Group-Structured Skill Retrieval for Agent Skill Libraries
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
INVITA-WheatFieldState: A Real-World Benchmark for Crop-State Estimation in Wheat Field Trials
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ValuSpec: Plug-and-Play Candidate Valuation before Target Verification for Tree-Based Speculative Decoding
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
G$^2$TR: Generation-Guided Visual Token Reduction for Separate-Encoder Unified Multimodal Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HuPER: A Human-Inspired Framework for Phonetic Perception
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DriveDreamer-Policy: A Geometry-Grounded World-Action Model for Unified Generation and Planning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LLM-as-a-Tutor: Policy-Aware Prompt Adaptation for Non-Verifiable RL
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Can Model Merging Improve Aggregation in DiLoCo?
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FraudBench: A Legal Evaluation of AI Deception on Realistic Tasks
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Soft-Radial Projection for Constrained End-to-End Learning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Shape of Events: Edge-Based Inductive Biases via Cross-Domain Distillation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Inference-time Alignment via Sparse Junction Steering
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BridgeMVS: Bridging Multi-View Stereo and Monodepth via Bidirectional Dynamic Fusion
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
On the Tightness and Computational Tractability of Higher-Dimensional Confidence Sequences
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ROLLVERIFY: BRIDGING EFFICIENCY AND ACCURACY IN LONG-TAIL ROLLOUT REINFORCEMENT LEARNING
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TRACE: Structure-Aware Character Encoding for Robust and Generalizable Document Watermarking
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Memory Type Varies: Empowering LLM Agents for Long-Term Memory with Diverse Strategies
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AdaMAP: Learning Adaptive Multi-Action Prediction with Grounded Dreaming Guidance
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CapTrack: Multifaceted Evaluation of Forgetting in LLM Post-Training
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Specificity-Aware Diffusion Steering via Variance-Reduced Sequential Monte Carlo
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FlowR2A: Learning Reward-to-Action Distribution for Multimodal Driving Planning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AgentGrad: Intervention-guided Prompt Optimization for Multi Agent Systems
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Designing Reinforcement Learning for Diffusion Models: A Unified Path-Space View
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TILT: Target-induced loss tilting under covariate shift
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Demographic parity in regression and classification within the unawareness framework
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GCD: GCM-consistent Diffusion for Zero-shot Downscaling across Heterogeneous GCMs
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Georeferenced Cross-View 3D Reconstruction from Ground and Satellite Images
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Visual Instruction Tuning Aligns Modalities through Abstraction
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Family Labels: A Taxonomic Ornstein-Uhlenbeck Prior for Avian 3D Shape Recovery
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Matchability-Aware Conformal Prediction for Open-Ended Language Model Generation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Cross-order Consensus Graph Matching
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning a Task-Adaptive Low-Dimensional Semantic Space for Improved Visual Classification
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Planning Budgets in Real-Time RL
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ArtCrafter: Feed-Forward Generation of Articulated 3D Object with Analytic Joint Derivation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sparse Fine-Tuning for Parameter-Efficient Adversarial Training
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Surprises in Proper Positive-Only Learning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PROACT-Agent: Progressive Runtime Oversight and Active Circuit-breaking for Real-Time Safety
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Elicited Adaptation: Auditable Localized Fairness via Pairwise Queries
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Trajectory-Matching Meta Pseudo-Labeling for Semi-Supervised Learning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Complete or Sparse: A Tale of Two Identifiabilities
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Diffusion Tree Search for Inference Time Adaptation of Material Foundation Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Weight Gram Matrix Captures Sequential Feature Linearization in Deep Networks
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ExperiGen: Agentic Hypothesis Discovery from Observational Data
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Efficient Decoder Scaling Strategy for Constructive Neural Routing Solvers
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
What Do Audio Models Really Hear? Layer Selection and Mechanistic Structure in Sound Representations
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Delayed homomorphic reinforcement learning for environments with delayed feedback
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Mixture-Trained Merging for Unified Multi-Objective Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Strong Post-Training from Permissive, Reasoning-Dominant, Web-Scale Pretraining
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Curvature-Guided Parameter Initialization for Multi-Task Learning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Prevailing Bisimulation Metric Learning Is Biased: Implicit Regularization and Its Remedy
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Don't Match the Noise: Distribution Matching under Unknown Measurement Error with an Audit Sample
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Noisy2Latent: Nonparametric Deconvolution and Denoising via Maximum Mean Discrepancy
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
To Call or Not to Call: Diagnosing Intrinsic Over-Calling Bias in LLM Agents
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A multi-scale information geometry reveals the structure of mutual information in neural populations
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Semiparametric Efficient Tests for Interpretable Distributional Treatment Effects
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Stabilizing Knowledge, Promoting Reasoning: Dual-Token Constraints for RLVR
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Kernel Token Contradiction: a Fast and Principled Approach for LLM Claim Uncertainty Quantification
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
On the Faithfulness of Visual Thinking: Measurement and Enhancement
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DynaCell: an Evaluation Framework for Dynamic 3D Virtual Staining of Live Cells
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Heel of RLVR: Benchmark Glory Should Not Outpace Honest Measurement
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Think Before You Generate: Active Panoramic Exploration for Text-to-3D Scenes
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Knowledge-Graph Paths as Intermediate Supervision for Self-Evolving Search Agents
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Raw Observations: Distilling and Storing Invariant Driving Memories for Generalizable Autonomous Driving
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Normalized Friedkin–Johnsen Opinion Dynamics
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Geometry of Noise: Why Diffusion Models Don't Need Noise Conditioning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reinforcement World Model Learning for LLM-based Agents
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SSD: Shell-Guided Spherical Diffusion for Molecular Geometry Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
An Empirical Study on Noisy Data and LLM Pretraining Loss Divergence
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Measuring AI Agents' Progress on Multi-Step Cyber Attack Scenarios
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
On the Depth of Monotone ReLU Neural Networks and ICNNs
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FreeOcc: Decoupling Ego-Motion for Efficient 4D Occupancy Forecasting via Continuous Flow Matching
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Direct Conditional Parameterization for N-Dimensional Splatting
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Characterizing the Aesthetic Defaults of Generative Image Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SICAF: Time-Varying Focus Bottleneck for Self-Supervised Event-Based Optical Flow with Spiking Neural Network
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Knowing You before You Speak: User State Modeling for LLM-Based Personalized Dialogue
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reasoning over Coupled Receptive Fields: Eliminating Subgraph Redundancy at Scale
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Attention-Discounted Adaptive Sampler for Masked Diffusion Language Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Plausibility Is Not Prediction: Contrastive Evidence for LLM-Based Cellular Perturbation Reasoning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BReD: Block Replay Dithering for Stable Low-Bit EMA Optimizer States
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Velocity-Space 3D Asset Editing
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Latent Process Generator Matching
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Spatial-IQ: Deconstructing Spatial Intelligence via Hierarchical Capability Tests
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Phase Transitions in Heavy-Tailed Mean Estimation under $\ell_p$ Norms
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TANGO: RNA Topology and Geometry Co-Design
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Black-box model classification under the discriminative factorization
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sup-Norm Error under Proportional Asymptotics: Phase Transitions under Linear Regression
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Read It Back: Pretrained MLLMs Are Zero-shot Reward Models for Text-to-Image Generation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Fault Tolerance in Transformers Favors Output Alignment over Hidden-State Consistency
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Optimal Representation Size: High-Dimensional Analysis of Pretraining and Linear Probing
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MemRL: Self-Evolving Agents via Runtime Reinforcement Learning on Episodic Memory
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Video Stitching from Multiple Moving Cameras
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Cross-Architecture Transferability is Width-Confounded:Diagnosis and Subspace Correction
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Don’t Let Gains FADE: Breaking Down Policy Gradient Weights in RL
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Articulation in Prime: Primitive-Based Articulated Object Understanding from a Single Casual Video
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Improving Generative Adversarial Networks with Self-Distillation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Machine Learning-Driven RAG System Design
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Stable Partial Order Constraints for Temporal Causal Structure Learning
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ADA: Resolving Attribution Ambiguity in End-to-End Power System Dispatch via Two-Time-Scale Stochastic Approximation
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PPO in the Fisher-Rao geometry
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sharp Non-Asymptotic Analysis of the Penalized Challenger in $\beta$-EB-TCI for Bernoulli Bandits
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Amortized Optimal Transport from Sliced Potentials
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Detection and Classification in Latent Spaces: High-Dimensional Analysis and Validation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Position: Robust Reasoning Requires Internal Time, Not Scale Alone
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
On the Relaxation of Conditional Independence Assumption for Image Segmentation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Parameter Exploration for RLVR via Variational Learning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Efficient Dataset Distillation for Pre-Trained Self-Supervised Models via Statistical Flow Matching
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Non-Expanding Gated Continued Fraction Architecture for Feedforward Layers in Language Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Imagine Before You Draw: Visual Prompt Engineering for Image Generation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sparse All-Layer Connector for Domain Generalised Semantic Segmentation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Early Failure Detection and Intervention in Video Diffusion Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Incorporating Neural Network Structure in the Bayesian Learning Rule
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Imperfect World Models are Exploitable
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Low-Pass Dynamics: Frequency-Selective Spiking Reservoirs with Resonant Neurons
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Stability Regimes for Framing-Sensitive Fine-Tuning in Language Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Dexterous Skill Discovery via Topology-Aware Wasserstein Dependency
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Resilient Latent Readouts for Long-Context Question Answering
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Little Robustness Is All You Need: Leveraging Predictions for Contextual Optimization
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ReVMap: Vectorized Global Mapping via Connectivity-Aware Local Map Fusion
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GEOPHYS: The Geometry of Physical Plausibility
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learn from the Gap: Differential-Aware Advantage Pruning with Adaptive Rollout Sampling for GRPO
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Universal Cross-Prompt Adversarial Attacks on Promptable Concept Segmentation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Causal Bias Detection in Generative Artifical Intelligence
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
JuICE: A Benchmark for Evaluating LLM-Judge in Identifying Cultural Errors
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HIST3R: Rectified State Decomposition from History for Streaming 3D Reconstruction
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Agent Meltdowns: The Road to Hell Is Paved with Helpful Agents
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Breaking the Second Barrier: Sub-Second Timestamped Omni-Modal Captioning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Tio: Language Models with Parallel Streams of Thoughts, Inputs and Outputs
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
OpenView: Empowering MLLMs with Out-of-view VQA
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SurvCancel: A Longitudinal Dataset and Benchmark for Dynamic Order Cancellation Prediction in On-Demand Ride-Sharing Systems
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Constrained Graph Clustering: A Spectral Algorithm with Generalized Eigenvectors
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AdapToPASS: Ambiguity-aware Adaptive Spherical Transformer for Panoramic Semantic Segmentation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Q-Probe: Scaling Image Quality Assessment to High Resolution via Context-Aware Agentic Probing
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
On the Price of Privacy for Language Identification and Generation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rethinking Cross-Layer Information Routing in Diffusion Transformer
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TTCS: Test-Time Curriculum Synthesis for Self-Evolving
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
OTIS: Learning High-Quality Time Series Features With Tiny Encoders
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Agentic AI Scientists Are Not Built For Autonomous Scientific Discovery
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sparse Updates Generalize Better Than Optimization: Stability Analysis for Randomized Subspace Descent
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PINNBench: A Benchmark and Evaluation Study of Training Policy Selection in Hybrid PINN-Operator Solvers
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Why Invariance is Not Enough for Biomedical Domain Generalization and How to Fix It
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Bridging the Simulation-to-Experiment Gap with Adversarial Distribution Alignment
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Locally Tokenized Generative Model for Robust Time-Series Watermarking
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CT-Lesion: A Multi-Region CT Dataset for Co-existing Lesion Segmentation and Detection
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning to See Through Language: An Exploration of Language Modeling's Effect on Visual Representations
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Follow the Mean: Reference-Guided Flow Matching
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Prediction Under Imperfect Compression: A Theory of Approximate MDL
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HAPS: Hierarchical LLM Routing with Joint Architecture and Parameter Search
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MotionGrounder: Grounded Multi-Object Motion Transfer via Diffusion Transformer
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Confidence-Based Diffusion Sampling with Geometric Readiness Awareness for Accelerated Structure-based Drug Design
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Test-Time Sequential Steering of Diffusion Models via Preconditioned Crank-Nicolson
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DualWorldBench: Can Agents Plan Deliveries across Symbolic and Grounded Worlds?
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rethinking Personalized Generation: Test-time Alignment via Factorized Ranking Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Layout Before Pixels: Topology-Anchored Transcriptome-to-Histology Generation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Scaffold3D: SfM-Conditioned Pointmap Prediction for Multi-View 3D Reconstruction
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When Graph Structure Provably Helps Classification: Non-Asymptotic Recovery Guarantees
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Collapse Hunter: Tackling the Dimensional Degeneration in Generative Ranking
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Fixed Benchmarks and Worst-Case Attacks: Dynamic Boundary Evaluation for Language Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hierarchical Cross-Class Part Alignment for Prototypical Part Networks via Hyperbolic Entailment
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Political Neutrality as Balanced Approval: A Large-Scale Human Evaluation of AI Responses
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Human-AI Teaming Through the Lens of Calibration
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
InQuant: In-Place Mixed-Precision KV Cache Quantization via Saliency-Aware Neighbor-Slot Reuse
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HaM-World: Soft-Hamiltonian World Models with Selective Memory for Planning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AdaCodec: A Predictive Visual Code for Video MLLMs
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ChartArena: A Unified Benchmark with Atomic-Primitive Reasoning for Chart Parsing
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Matching-while-Decoding: Enhancing Template-Free Retrosynthesis via Explicit Structural Alignment
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sponsored Questions and How to Auction Them
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Contraction: Geometry-Faithful Supervised Dimensionality Reduction for Data Visualization
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning from Disagreement: Maximum Divergence Knowledge Distillation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Stay Fair! Ensuring Group Fairness in Diffusion Models Across Guidance Scales
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GeoSym127K: Scalable Symbolically-verifiable Synthesis for Multimodal Geometric Reasoning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Auditing Conformal Prediction for Language Models Under Inference-Time Model Shift
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Inpainting physics: self-supervised learning for context-driven fluid simulation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Soft geometric inductive bias for object centric dynamics
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Shape of a Program: Path Signatures for Trace-to-Program Induction
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AERO: Adaptive Ensemble-Disagreement Routing for Oracle Feedback in Sample-Efficient Online RLHF
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Probe-Guided Gradient Balancing for Multimodal Learning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TimeES: Probabilistic and Deterministic Time Series Forecasting via Evolutionary Spectra
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SIEVE: Overcoming Topological Obstruction in Equivariant Self-Supervised Learning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Classification of high-dimensional data with spiked covariance matrix structure
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Intervene3D: Intervention-Based Controlled Inference for Multimodal Perception under Partial Observability
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HaNDF: Object-Conditioned Geometric Neural Hand Distance Fields
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hermes: A Multi-Scale Spatial-Temporal Hypergraph Network for Stock Time Series Forecasting
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Minimax Optimization without Spurious Solutions in Optimal Transport Learning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
UltraVoxelGS: Voxel-First Feed-Forward Gaussian Splatting for 3D Ultrasound Reconstruction
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Minimax Rates and Spectral Distillation for Tree Ensembles
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Event based Multi-Velocity-Scale Imaging
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GenRecon: Bridging Generative Priors for Multi-View 3D Scene Reconstruction
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Per-Loss Adapters for Gradient Conflict in Physics-Informed Neural Networks
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Never Stop Learning: Test-Time Reinforcement Learning for Vision-Language-Action Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Detect What You Need: Chain-of-Causal Reasoning for 3D Intent Grounding
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Nearly Optimal Robust Covariance and Scatter Matrix Estimation Beyond Gaussians
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A latent control model for realistic rodent motion
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Forgetting to Improve: Principled Data Removal in Active Learning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Fed-AGA: An Anchor Graph Alignment Framework for Federated Unaligned Multi-view Clustering
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Tail Competition Explains Scaling in Best-of-N Sampling for Verifiable Problems
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
WaterDescatterGS: Diverse Underwater 3D Scene Reconstruction Using Gaussian Splatting
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Not Every Image Teaches Vision: Visual-Necessity-Gated Continual Learning for Multimodal Large Language Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SimWorld Studio: Automatic Environment Generation with Evolving Coding Agent for Embodied Agent Learning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Two-Level Softmax Sampling Done Right: Correcting Bias from Size Imbalance and Dispersion
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Orlicz–Sobolev with Musielak: An Efficient Regularization Approach for Graph-based IPM
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Stop or Restart? Principled Inference Control for Large Reasoning Models via the Pandora's Box
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ESENSC: A Polynomial-Time Axiomatic Alternative to SHAP
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RaVF: Learning Radar Velocity Fields via Spatial-Doppler Guidance
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Variational Active Flow Matching for Discrete Online Black-Box Optimization
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sample-Efficient Optimization over Generative Priors via Coarse Learnability
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HIMMEL: Hierarchical Interleaved Multi-stream Motion Encoding for Long Video Understanding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ToLD: Efficient Time Series Forecasting via Tokenized Truncated Latent Diffusion
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FedPeel: Peeling Stabilized Layers for Robust Heterogeneous Federated Learning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GlycoGen: Crystallizing Flows for De Novo Glycan Structure Prediction
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When Should Agents Remember? Falsification-Gated Self-Evolution for LLM Agents
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LifeStream: Token Life-Cycle Modeling for Training-Free Online Video Understanding
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FlashMask-3: Efficient and Expressive Mask-Aware Distributed Attention
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SUGAR: A Scalable Human-Video-Driven Generalizable Humanoid Loco-Manipulation Learning Framework
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Drifting Fields are not Conservative
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PAC Reasoning: Controlling the Performance Loss for Efficient Reasoning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LAMP: Look-Ahead Mixed-Precision Inference of Large Language Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CrossSteer:Cross-Modal Safety Steering for Audio-Language Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Counterfactual Instruction Grounding for Vision-Language-Action Models
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BAPM: Boundary-Aware Prompt Mining for Training-Free Few-Shot Medical Image Segmentation
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hierarchical Semantic Tree Anchoring for CLIP-Based Class-Incremental Learning
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BitShift-RoPE: Zero-FLOP Relative Positional Encoding for Spiking Neural Network Transformers
[
OpenReview]
Poster
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PRISM: Rethinking Atmospheric Scattering Reconstruction as a Unified Understanding and Restoration Model for Real-world Dehazing
[
OpenReview]
Session
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sydney Poster Session 1
Creative AI
Tue Dec 08 11:00 AM -- 02:00 PM (AEDT) None
Creative AI Session 1
Break
Tue Dec 08 12:00 PM -- 02:00 PM (AEDT) None
Retail Lunch
Affinity Event
Tue Dec 08 01:30 PM -- 04:30 PM (AEDT) None
Affinity Support Pilot Program
Test Of Time
Tue Dec 08 01:30 PM -- 02:00 PM (AEDT) @ TikTok Entertainment Center None
Test of Time Award
Sydney Invited Talk
Tue Dec 08 02:00 PM -- 03:00 PM (AEDT) None
Barbara Engelhardt
Break
Tue Dec 08 03:00 PM -- 03:30 PM (AEDT) None
Coffee
Session
Tue Dec 08 03:30 PM -- 04:30 PM (AEDT) None
Sydney Oral Session 1A
Session
Tue Dec 08 03:30 PM -- 04:30 PM (AEDT) None
Sydney Oral Session 1B
Session
Tue Dec 08 03:30 PM -- 04:30 PM (AEDT) None
Sydney Oral Session 1C
Session
Tue Dec 08 03:30 PM -- 04:30 PM (AEDT) None
Sydney Oral Session 1D
Session
Tue Dec 08 03:30 PM -- 04:30 PM (AEDT) None
Sydney Oral Session 1E
Creative AI
Tue Dec 08 04:30 PM -- 07:30 PM (AEDT) None
Creative AI Session 2
Break
Tue Dec 08 05:00 PM -- 06:00 PM (AEDT) None
Coffee & Snacks
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Falcon-X: A Time Series Foundation Model for Heterogeneous Multivariate Modeling
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Decoupling Direction and Magnitude: Language-Steered Flow Matching for Super-Resolution in the Dark
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
M$^2$RNN: Non-Linear RNNs with Matrix-Valued States for Scalable Language Modeling
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Advanced Routing as Regularization Allocation for Efficient Diffusion Transformer Training
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BASIL-DCM: Biophysical Amortized Scalable Inference for Latent Dynamic Causal Modeling
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Contrastive Adversarial Training for Robust Graph Neural Networks under Label Poisoning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AdaOcc: Adaptive 3D Occupancy Prediction for Embodied Tasks
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Point Clustering Encoders
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
WsiSSM: A Weakly Supervised Subset-Matching Framework for Unified Classification and Segmentation of Histopathology Whole Slide Images
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
REFLEX: RNA Ensemble Generation via Flexibility-Calibrated Stochastic Bridge
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TStruct: Learning Shared Temporal Structures for Long-Term Time-Series Forecasting
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
KNN Implementation Details Can Dramatically Change Performance: An Example from Cover Trees
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Bit Matching: Orthogonal Watermarks for Collusion-Resistant Image Fingerprinting
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Modulating Merging Strengths via Joint Loss Estimation for LoRA-based Continual Learning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ObsConDA: Observability-Constrained Data Assimilation with Control-Space Inference
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Does 1/2-Tsallis-INF Also Work Well for Best-Arm Identification?
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Neural Signals Generate Clinical Notes in the Wild
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SMART: Scalable Multi-Agent Role-conditioned Teaming via LLM-free Tree Search
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Think-with-Rubrics: From External Evaluator to Internal Reasoning Guidance
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Patch Hierarchical Attention Transformers for Efficient Particle Jet Tagging
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Modality-Depth Routing for Visual Reasoning in VLM Post-Training
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mixture-of-Control: State-Aware Fine-Tuning for Transformer-based Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Adaptive Random Forests from Online Learning and Testing by Betting
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reflection Anchors for Propagation-Aware Visual Retention in Long-Chain Multimodal Reasoning
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
NeuralBES: A Differentiable, Control-Aware Emulator for Scalable Building Energy Modeling
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Two-Clustering Regime of Token Dynamics in Causal Attention
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SpecBridge: Learning Natural-Language Formalization Plans for the Formal Specification Synthesis Task
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Contour Monte Carlo: Sampling via Energy Level Sets
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RelGS: Relation-Aware Gaussian Splatting for Open-Vocabulary 3D Scene Understanding
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Understanding Goal Generalisation in Sequential Reinforcement Learning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Exactness Matters for Physical Rule Enforcement
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Wayfinder: Adaptive Resource Routing from Agent Citations
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Zero-Shot Instruction Following in RL via Structured LTL Representations
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Imitation Dominates Reinforcement: Direct In-Context RL Is Closer to ICL Than RL
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Hadamard Representation: Scaffolding Performance Across Model-free RL
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Closed-Loop Alignment: Socially Coupled In-Context Learning and Relational Posterior Collapse
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ROSE: Risk-Aware Orthogonal Subspace Navigation for Lifelong Knowledge Editing in Multimodal Large Language Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
On the Recall Scaling Laws in Mamba: A Theoretical and Mechanistic Study via Hashing
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Don’t Learn What You Can Compute: Arithmetic Residual Blocks for Exact Arithmetic in Transformers
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Decomposing Conformal Uncertainty: Calibration- and Instance-Driven Feature Attribution
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Generalized Influence Functions for Better Model Change Estimates
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Bridging Diffusion and Autoregression for Flexible Time Series Synthesis
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Teacher-Aware Evolution of Heuristic Programs from Learned Optimization Policies
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When a Zero-Shooter Cheats: Improving Age Estimation via Activation Steering
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VVTRec: Radio Interferometric Reconstruction through Visual and Textual Modality Enrichment
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Unified Graph Language Model for Multi-Domain Multi-Task Graph Alignment Instruction Tuning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SpanFormer: Multi-Level Adaptive Sparsity for Object Detection in High-Resolution Wide Shots
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Distribution-Adaptive Policy Optimization
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond ICA: Identifiability by Symmetry Breaking
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Proxy Metrics: MLLM-Based Human Surrogate Evaluation for Explainable AI
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
On the Convergence of Success Conditioning for Policy Optimization
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PhysFlow: Physics-Intrinsic Velocity Regularization for Motion-Intensive Video Generation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Toward a theory of Evaluability
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
U-MOF: Uncertainty-Guided Parameter-Efficient Multi-Objective Fine-Tuning for Long-Tailed Recognition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Prediction-Augmented Trees for Reliable Statistical Inference
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ASVQ: What Reparameterization Is Just Enough for Efficient Codebook Learning?
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learned Lagrangian Models of PDEs via Euler–Lagrange Residual Minimization
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Latent Introspection: Models Can Detect Prior Concept Injections
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LoopPrune: Evolutionary Module Selection with Iterative Execution for Efficient Large Language Model Compression
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Instruct-Particulate: Scaling Feed-Forward 3D Object Articulation with Kinematic Control
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Free Heavy-Tailed Lunch for Muon: A Theoretical Justification of Empirical Success
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Fusion or Confusion? Multimodal Complexity Is Not All You Need
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Addressing Exogenous Variability in Cooperative Multi-Agent Reinforcement Learning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HALMES: Knowing When to Intervene in LVLM Hallucination Mitigation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DISTMOE: Rehearsal-free Routing in Mixture-of-Experts for Distributed Instruction Tuning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CircuitSeer: Mining High-Quality Data by Probing Mathematical Reasoning Circuits in LLMs
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BECON: Belief-Conditioned Constrained Multi-Objective Reinforcement Learning under Drifting Preferences and Budgets
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
V2VFusion: Text-Controlled Video-to-Video Diffusion for Degradation-Aware Video Fusion
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mechanism-Level Chemical Reaction Simulation with Electron Bookkeeping Transformer
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Oversmoothing as Representation Degeneracy in Neural Sheaf Diffusion
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BDC-Merge: Cross-Architecture Model Merging via Dependency Alignment
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
NAGO: Noise-Aware Generative Operator via Flow Matching
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LiveOption: Evaluating LLM Agents in Structured Option Trading with Nonlinear Payoffs
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
NestedVLA: Learning to Consolidate and Generate Skills for Vision-Language-Action Model
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ViDiC: Video Difference Captioning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
In-context Learning in Presence of Spurious Correlations
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Fast Organic Crystal Structure Prediction with Unit Cell Flow Matching
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Bidirectional Sparse Attention for Faster Video Diffusion Training
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Implicit Goal Conditioning via Value Disaggregation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Skill-SD: Skill-Conditioned Self-Distillation for Multi-turn LLM Agents
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ReSET: Accurate Latency-Critical NVFP4 Reasoning via Step-Aware Temperature Scaling
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Unify-Agent: A Unified Multimodal Agent for World-Grounded Image Synthesis
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Multi-Agent Coordination via Support-Preserving Distillation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OpenSearch-VL: An Open Recipe for Frontier Multimodal Search Agents
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Compute Efficiency and Serial Runtime Tradeoffs for Stochastic Momentum Methods
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SRL-MPC: Shape-Aware Reinforcement Learned Model Predictive Control
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Denoising-Time Heterogeneity in VLA Action Generation: A Controlled Study via Step-Wise Expert
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Auditing Single-Query Recoverability in Self-Supervised Representations
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Asymmetric Scaling Laws from Sparse Features
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BarrierSteer: LLM Safety via Learning Barrier Steering
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
UNICOM: Unified Multimodal Modeling via Compressed Continuous Semantic Representations
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ReCon: Toward Balanced Learning under Inter-Context and Context-Memory Conflicts
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ORCA: Orthogonal Residual Consensus Alignment for Multi-View Clustering
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HeatKV: Head-tuned KV-cache Compression for Visual Autoregressive Modeling
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Backdoor Attacks under Lossy Compression: From Failure to Reactivation and Adaptation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FETTUCCINE: Fast and efficient brain-to-text decoding on mobile devices
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Richer or More Gates? Fan-In Trade-offs in Learnable Logic Circuits
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Why Deterministic PRM Guidance Underperforms in Discrete Diffusion Reasoning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Playing ZendoWorld: Challenging AI Agents on Active Visual Concept Induction
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Publishing Below-Threshold Triangle Counts under Local Weight Differential Privacy
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Breaking feature collapse in self-supervised time series encoder
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Imagine, Don't Narrate: The Generative Bottleneck in World Models of Interaction Dynamics
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Root Cause Analysis of Measurement and Mechanistic Anomalies
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Context as Low-Rank Weights: Bounded Parametric Dynamic Memory for Unbounded Context
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Benchmarking and Optimizing Multimodal Structured Generation: The OracleGraph Dataset and PRISM Framework
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DETS: An Interval-Censored Evidential Sampling Framework for Cross-Domain Scientific Discovery
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EgoBench: An Interactive Egocentric Multimodal Benchmark for Tool-Using Agents
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HyperVAttention: Efficient Sparse Attention with Spatio-Temporal Clustering for Video Diffusion
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SpikeSSL: A Universal Spike Inference Framework with Dynamics-Informed State-Space Layers
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Lookalike3D: Seeing Double in 3D
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LongSCOP: Semantically Consistent Long Video Outpainting
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Dynamic Cross-Modal Prompt Generation for Multimodal Continual Instruction Tuning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Lift, See, Act: Hierarchical Robot Policy Pretraining with 3D Foundation Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OpenVTON-Bench: A Large-Scale High-Resolution Benchmark for Controllable Virtual Try-On Evaluation
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Memorize Theorems, Not Instances: Probing SFT Generalization through Mathematical Reasoning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Closing the Loop: Co-Evolving EM for Irregular Time Series Generation in Lifted Representations
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Discovering Programmatic Policies from Reinforcement Learning-Based Traffic Signal Controllers
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Unified Approach for Computing Wasserstein Barycenters of Discrete and Continuous Measures
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LAFP: Preserving Latent Action Structure in Latent Policy Learning via Flow Matching
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Revisiting Activation Steering Through an Optimization Lens
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VLA-Pro: Cross-Task Procedural Memory Transfer for Vision-Language-Action Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Unified Audio Language Model with Text-Aligned Factorized Audio Tokenization
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ASTRA: ADMM-Accelerated Topology Reconfiguration for Dynamic Satellite Constellations
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MASTARS: Multi-Agent Sequential Trajectory Augmentation with Return-Conditioned Subgoals
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Nonparametric In-Context Learning under Growing Geometric Complexity: Minimax Optimality and Local Geometry-Adaptivity of Transformers
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AgenTracer-v2: Agentic Failure Tracer for LLM Agentic Systems
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mitigating Retaliatory Algorithmic Collusion in Repeated Games
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PRISM: Priority-Guided Scanning in the Wavelet Domain for UAV Maritime Small Object Detection
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AETDICE: Unified Framework and Offline Optimization for Nonlinear Multi-Objective RL
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Transporting Quantiles to Codebook: Scalable Vector Quantization without Codebook Collapse
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TACO: Towards Task-Consistent Open-Vocabulary Adaptation in Video Recognition
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TwinPrune: Density-Aware Two-Phase Token Pruning for Vision-Language Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TurboVGGT: Fast Visual Geometry Reconstruction with Adaptive Alternating Attention
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When Alignment Fails: Stabilizing Cross-Dynamics RL with Prototype Trust Regions
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SynTeX-FL: Cross-Modal Text Transfer in Federated Learning for Medical Visual Question Answering
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AtomMOF: All-Atom Flow Matching for MOF-Adsorbate Structure Prediction
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Few-Shot Truly Benign DPO Attack for Jailbreaking LLMs
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Pretext Reasoning: Scaling the Building Blocks of Interleaved Multimodal Reasoning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Precision-Aware Hopfield Retrieval: Unifying Population Codes and Memory Retrieval with Information Optimization
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When a Window Is Not an Action: Selective Phase-Script Deliberation for Sliding-Window Human Activity Recognition
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Prompt Optimization Makes Misalignment Legible
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
How to make the most of your masked language model for protein engineering
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Exact Instance Compression for Convex Empirical Risk Minimization via Color Refinement
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Dual Feature-Relational Alignment for Transferable Targeted Attacks on MLLMs
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Thompson Sampling using Prior-fitted Diffusion Transformers
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CSO: Refining Robotic Policies via Skill Distribution Alignment and Skill-Grained Optimization
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Temporal Smoothness Constraints on Efficient Neurobiological Codes Imply Temporal Specialization
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ExpRFT: Exponential Reward-Weighted Fine-Tuning for Offline RL in Multi-Turn Dialogue
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Isotropic Activation Functions Enable Deindividuated Neurons and Adaptive Topologies
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CaMeLs Can Use Computers Too: System-level Security for Computer Use Agents
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Not All Layers Are Equal in Image-to-Video Transfer
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DMax: Aggressive Parallel Decoding for dLLMs
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MUNI: Multimodal Unified Latent Diffusion for Coherent Any-to-Any Generation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Complementary Cache Guidance with Gradient Disentanglement for Continuous Test-Time Adaptation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
D-OPSD: On-Policy Self-Distillation for Continuously Tuning Step-Distilled Diffusion Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sharpness-Aware Hybrid Model Learning for Architecture-Agnostic Parameter Estimation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AffectGPT-RL: Revealing Roles of Reinforcement Learning in Open-Vocabulary Emotion Recognition
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Dual-Rate Diffusion: Accelerating diffusion models with an interleaved heavy-light network
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Test time training enhances in-context learning of nonlinear functions
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
probly: Uncertainty-Aware Machine Learning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MineEvolve: Self-Evolution with Accumulated Knowledge for Long-Horizon Embodied Minecraft Agents
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AWP: Activation-based Window Pruning for Gigapixel Object Detection
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EngramState: Loadable Tool Priors for Efficient Function Calling
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Cauchy Scientific Networks: Loss–Architecture Alignment and Its Limit
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AdaWM: Few-Shot Adaptation of World Models to Unseen Dynamical Regimes
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Cyclic Discrete Diffusion: A Novel Multi-Class Segmentation Refinement Technique
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Object Detection Benchmarks are Incomplete: The Role of Label Errors and Annotation Uncertainty
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When Does Interaction Help? Representational Tradeoffs in Value-Based Imitation Learning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Modular Addition with Auxiliary Modulus
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Uncertainty-Aware Listwise Reinforcement Fine-Tuning for Fine-Grained Visual Classification
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Partially Performative Prediction
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Conformal Cache: Reliable Proxy-Discrepancy Caching for Fast Generative Inference
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Dynamic Dual-Feedback Conformal Inference for Time Series Forecasting
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Optimal Risk Bounds of Stochastic Gradient Descent for Shallow ReLU Networks
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AnalogToBi: Device-Level Analog Circuit Topology Generation via Bipartite Graph and Grammar Guided Decoding
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Position-aware eXplanation: A Model-Agnostic Framework for Positional Attributions
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Benchmark Shadows: How Data Regimes Shape Parameter Footprints and Generalization
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Why Heavy-Tailed Weights Predict Model Quality
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Conservative Pareto Set Amortization for Offline Multi-Objective Optimization
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Omni-Safety under Cross-Modality Conflict: Vulnerabilities, Dynamic Mechanisms and Efficient Alignment
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Jumps to Signatures: a Generative Method for Temporal Point Processes
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BabyTheorist: A Benchmark for Learning to Theorize the World from Observation Alone
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When Poison Meets Structure: Topology-based Defense against Poisoning Attack on Graph-based Retrieval-Augmented Generation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Probabilistic Recursive Reasoning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Robust Stream Classification using Time Neutralising Decision Trees
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Second-Order Complexity Theory for Risk, Explanation, and Calibration in Machine Learning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Monitoring the Internal Monologue: Probe Trajectories Reveal Reasoning Dynamics
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
How Deep Are Deep GPs, Really? A Sharp Threshold and a Non-Gaussian Limit for Compositional GPs
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Foundations of Categorical Equivariant Deep Learning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
QuantDemoire: Quantization with Outlier Aware for Image Demoiréing
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Extending ROC Analysis to Uncertainty-Aware Risk Prediction with an Interval-Based AUC (iAUC)
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
No Free Alignment: Observability-Aware Alignment for Multimodal Heterogeneous Learning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Bentkus-type asymptotic e-values
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Geometry Meets Physics: Data-Efficient Pre-Training for Unstructured Neural PDE Solvers
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Physics-Informed Video Generation via Mixture-of-Experts Latent Alignment
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When and Why Adversarial Training Improves PINNs: A Neural Tangent Kernel Perspective
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Distributionally Robust Multi-Task Reinforcement Learning via Adaptive Task Sampling
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Retrieval Over Training: Similarity search-based Model Selection for Time Series Anomaly Detection
[
Slides]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Neuronal Identity as an Organizational Basis for Analyzing Neural Population Dynamics
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Problem-Dependent Dynamic Regret over a Predictor Class with One-Gradient Feedback
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning to Explore with Parameter-Space Noise: A Deep Dive into Parameter-Space Noise for Reinforcement Learning with Verifiable Rewards
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Commit-Abstain Circuit: Why Language Models Hallucinate Instead of Abstaining
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Accelerating Safe Reinforcement Learning with Massive Parallelism
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Provable Explanations for Any-Order Neural Additive Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Self-Supervised Reconstruction Knockoffs for Calibrated Unsupervised Feature Selection
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Distributionally-Robust Policy Learning from Observational Data
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Can VLMs Reason When to Stop for Human Safety?
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
An Information-theoretic Framework for Auditing Unfairness in Training Data
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TrackTok: Object-Centric Video Tokenization with Semantically Persistent Tokens
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SODA: Selective Optimization with Deferred BN Alignment for Efficient Dataset Distillation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Identifiable Feedback-Controlled Latent Flow for Unpaired Single-cell Spatio-Temporal Dynamics
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sparse blind deconvolution via thresholded Wirtinger flow
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RIFLE: Removal of Image Flicker-Banding via Latent Diffusion Enhancement
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
URSA: Chemistry-Aware Benchmark for Utilitarian Retrosynthesis Assessment
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HeterSEED: Semantics–Structure Decoupling for Heterogeneous Graph Learning under Heterophily
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
dMoE: dLLMs with Learnable Block Experts
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Pruning and Distilling Mixture-of-Experts into Dense Language Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
WorldForge: Forging Unified World Modeling into Video Generation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SIGMA: A Sigmoid-Gated Sampler for Test-Time Scaling in Diffusion Language Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Freeing the Law with LOCUS: A Local Ordinance Corpus for the United States
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Self-Cleaning Diffusion Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Training-Free 3D Editing via Feature-Divergence Localization and Trajectory Correction
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Exemplar Selection: Value-Aware Memory Allocation in Replay-Based Continual Learning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Not All Low-Confidence Tokens Are Equal: Calibrated Confidence for Efficient Test-Time Reasoning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When and What to Prune? Stage-Aware Visual Token Pruning for Efficient VLA
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PULSE: Probabilistic Uncertainty-Aware Longitudinal Simulation for EHR Trajectories
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LibEvoBench: Probing Temporal Knowledge Stratification in Code Generation Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Ballad: Bandit-Based LLM Routing for Automated Heuristic Discovery
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
D-PACE: Dynamic Position-Aware Cross-Entropy for Parallel Speculative Drafting
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SpaG-DiT: Enhancing Spatial Grounding for Diffusion Transformers
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Decoupled Safety Control: A Safety-Control Algorithm for Training-Free Safety Guidance
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reconciling Safety and Performance via Dual-Expert Offline Imitation Learning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Unlocking Any-Order Generation in Pretrained Autoregressive Image Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Graph Learning Should Move Beyond Restrictive Views of Spectral and Message-Passing GNNs
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DSR-TSF: Spectrum-Driven Dynamic Routing for Efficient Long-Horizon Time Series Forecasting
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ProactBench: Beyond What The User Asked For
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SnapMLA: Efficient Long-Context MLA Decoding via Hardware-Aware FP8 Quantized Pipelining
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Comp$^2$VLM: A Hybrid Framework Combining Quantization and Lossless Compression for Efficient Vision-Language Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Which Way Did It Move? Diagnosing and Overcoming Directional Motion Blindness in Video LLMs
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PhaseDance: Capturing Rhythm and Expressivity in Dance Modeling
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Prior-Anchored Local Statistical Representation Rectification for Low-Light Image Enhancement
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DSSP: Diffusion State Space Policy with Hierarchical Full-History Conditioning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
STAPO: Stabilizing Reinforcement Learning for LLMs by Silencing Rare Spurious Tokens
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
StyleRoute: Diffusion Style Transfer via Regional Routing and Conflict-aware Projection
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ECHO-2: A Large-Scale Distributed Rollout Framework for Cost-Efficient Reinforcement Learning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Decomposed Graded Verifier for Generative World Modeling
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Implicit Neural Representations for Variational Problems on Graphons
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SF-DST: Adapting Vision-Language Models for Anomaly Detection via Asymmetric Modulation and A-LoRA
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AgentTailor: Dual-Gate LLM-Assisted Re-ranking for Personalized Long-Tail Recommendation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DRAMA: Dissecting Attention Redundancy for Accelerating Multimodal Diffusion Large Language Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ExComm: Exploration-Stage Communication for Error-Resilient Agentic Test-Time Scaling
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MosaicMRI: A Diverse Dataset and Benchmark for Raw Musculoskeletal MRI
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Can Complementary Signals Bridge Similarity Islands? Manifold-Augmented Graph Embedding for Multimodal Recommendation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DIBench: Benchmarking Decision Integrity of GUI-based Mobile Agents Under Deceptive Injections
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sampling Is Not Curiosity: Why LLM Agents Should Investigate
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Personalize-then-Store: Benchmarking and Learning Personalized Memory for Long-Horizon Agents
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Despa: Resolving Spatial Collapse in VLMs via Depth-Grounded Geometry
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AI Evaluation Should Require Standardized Item-Level Data Releases
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Leveraging Error Diversity in Group Rollouts for Reinforcement Learning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mental Imagery That Matters: Curing Latent Collapse in Multimodal Reasoning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Illusion of Multi-Agent Advantage
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Spikes as Detectors: Phase-Conditioned Spiking Dynamics for Time-Series Anomaly Detection
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
S3Former: Sequential, Structural, and Statistical Fusion for Continuous-Time Dynamic Graphs
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Training-free Spatially Grounded Geometric Shape Encoding
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Occupancy-based Quantile Risk Control
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SignalBench: Comparing Dense Feedback Methods for Long-Horizon Agents
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Spark: Path-Aware Experiential Self-Evolution for VLMs Spatiotemporal Reasoning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Asynchronous Agentic Poisoning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FutureSim: Replaying World Events to Evaluate Adaptive Agents
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
$\boldsymbol{f}$-OPD: Stabilizing Long-Horizon On-Policy Distillation with Freshness-Aware Control
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond the Grid: Continuous Dictionary Pursuit for Interpretable Signal Decomposition
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HalluWorld: A Controlled Benchmark for Hallucination via Reference World Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Effect-Level Validation for Causal Discovery in Interactive Telemetry
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Hitting Time Isomorphism for Multi-Stage Planning with Foundation Policies
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
NestRL: A Nested Training Regime for Mutual Adaptation in Human–AI Teaming
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EDITORS Know Your Style! Editing LoRA Subspaces for Stylistic Attribution and Imitation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SemGeo-Gen: Unsupervised Generation of Approximate Cross-Instance Semantic-Geometric Correspondences
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Addressable Memory for Video World Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Computer Use at the Edge of the Statistical Precipice
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Boosting LLM Reasoning via Human-Inspired Reward Shaping
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Calibrating Scientific Foundation Models with Inference-Time Stochastic Attention
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Kernel Value Regression in Offline Reinforcement Learning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Drift-Resistant Navigation World Model with Anchored Epipolar Guidance
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Text Uncanny Valley: Non-Monotonic Performance Degradation in LLM Information Retrieval
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Simultaneous Individual, Group and Multigroup Fairness in Set Covering Problems
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Sparse Semantic-Cortical Atoms for Multisubject Naturalistic fMRI Encoding
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Deceptive Grounding: Entity Attribution Failure in Clinical Retrieval-Augmented Generation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Anchored Protein Engineering
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AbSpecAlign: Specificity Reward Alignment for Antigen-Conditioned Antibody Generation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Tail Cues, Principal Corrections: Plug-and-Play Rectification for Open-Set Test-Time Adaptation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning POMDP World Models from Observations with Language-Model Priors
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Locality Cost of Semantic Patch Self-Distillation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DiffCap-RL: Differential QA Rewards for Dense Image and Video Captioning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Spectral Progressive Diffusion for Efficient Image and Video Generation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ASAT: Adaptive Scoring and Thresholding with Human Feedback for Robust Out-of-Distribution Detection
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Looking Through the Mirror: Minimax-Optimal Regularized Regrets in Online Learning and Bandits
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Root-Selecting Fixed-Point Inversion for Rectified Flows via Trajectory Straightness
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Manifold Random Features
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EnvFaultBench: Benchmarking LLM Agents on Software Environment-Fault Troubleshooting
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mechanism Design for AI Overviews: Creator Incentives and Long-Term Profit
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SCTI: Self-Calibrated Trident Identification of Black-Box LLM Watermarks
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When Do Learned State Representations Break Sensitivity Analysis?
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Flow-Direct: Feedback-Efficient and Reusable Guidance for Flow Models via Non-Parametric Guidance Field
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
COHE: Auditing Non-Transitivity in Sample Difficulty Proxies for Vision Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Static-to-Dynamic: Animating Still Mattes via Generative Motion for Video Matting
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Where to Connect? Boosting MLLMs via Dynamic Gated Pathways across ALL ViT and LLM Layers
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Bidirectional Information Flow (BIF) - A Sample Efficient Hierarchical Gaussian Process for Bayesian Optimization
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Flexformer: Flexible Linear Transformer with Learnable Attention Kernel
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The road reaches every place, the short cut only one: Self-Adversarial Shortcut Mitigation for AI-Generated Image Detection
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Kernel Nonconformity Score for Multivariate Conformal Prediction
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EVA-Cap: Optimizing Audiovisual Video Captioning via Event-Centric Alignment
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Overcoming the Resolution Limit: Significance-Aware Regularization for Intersectional Fairness
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
KnowVis: A Dual-View Benchmark for Diagnosing World-Knowledge Grounding in Text-to-Image Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Hyperbolic Concept Embedding Model for Interpretable Medical Image Diagnosis
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PhysAgentGym: Free Physical-Law Verifiers for Training Small Code-Reasoning Agents
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Resilient Semi-Supervised Inference with Heterogeneous Unlabeled Data
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Facts Don't Speak Louder than Words: The Behavioral Essence of Long-CoT Distillation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Local Gaussian Processes on Compact Lie Groups
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning from Disagreement: Multi-Teacher Distillation for Chinese Spelling Correction
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Decomposing SGD Dynamics in Neural Networks: Teacher-Induced Spikes and Variance Inflation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Toward Minimal-dimensional Convex Calibrated Surrogate Losses for Classification with Rejection
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SciResearchBench: Benchmarking AI Agents on Complex Scientific Literature Discovery
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Negative-Only Policy Optimization for One-Sided Verifiable Rewards
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
NEvo: Neural-Guided Evolutionary Video Synthesis for Dynamic Visual Selectivity
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Return to Basics: Very Simple Graph Contrastive Learning via Noise Cancellation Principle
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Confidence-Calibrated Inference Expansion for Evaluator-Guided Test-Time Reasoning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Behavior Cloning is Not All You Need: The Optimality of On-Policy Distillation for Noisy Expert Feedback
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Evaluation of Visual Processing Should Be Human-Centered, Not Metric-Centered
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Toward Better Geometric Representations for Molecule Generative Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FlashMol: High-Quality Molecule Generation in as Few as Four Steps
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Fractional Power-of-Two Quantization for Efficient and Effective Multiplier-Free LLM Inference
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Uncertainty-Aware Probabilistic Constrained Clustering from Entangled Pairwise Supervision
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CanvasMAR: Improving Masked Autoregressive Video Prediction With Canvas
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Log-Averaged Mirror Prox for Fast, Large-Scale Optimal Transport in Linear Space
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mirror Descent-Ascent for mean-field min-max problems
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Flow+Diff: Unifying Flow and Diffusion Representations for Multivariate Time Series Anomaly Detection
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VisInteract: Towards Dynamic Interactive Text-to-Visualization under Imperfect Queries
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LoopNav: Benchmarking Spatial Consistency in World Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Improving the Efficiency of Language Agent Teams with Adaptive Task Graphs
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
StableHand: Quality-Aware Flow Matching for World-Space Dual-Hand Motion Estimation from Egocentric Video
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Conservatism Controllable Compositional Guidance for Offline Safe Reinforcement Learning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Co-optimization for Adaptive Conformal Prediction
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CoDMD: Copula-aware Distribution Matching Distillation for Fast Video Generation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Positional LSH: Binary Block Matrix Approximation for Attention with Linear Biases
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SGD in Multiclass Logistic Regression: Sequential Learning and Scaling Laws
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Neural population tuning statistics as priors for multitask generalization
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Permute-then-Adapt: Weak-to-Strong Contrastive Image--Text Adaptation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Bootstrapped Bipartite Actor-Critic for Diffusion RL
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mechanistic Interpretability Needs Philosophy
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Render Structure Uncertainty for HTML Repair in MLLM-based UI-to-Code Generation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Estimating and Orthogonalizing Unknown Pre-training Gradients for Continual Fine-tuning of Large Language Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Position: Machine Learning Conferences Should Introduce an Autonomous Research Track
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
To Think or Not to Think: Pre-Decisional Reasoning Budgets for Referring Audio-Visual Segmentation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Query as a Resource: Activity-Cost Guided Remote Sensing Domain-Incremental Object Detection
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Predicting the Needle in a Petabyte Scale Haystack: Open-Vocabulary Event Anticipation in Satellite Imagery
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Raw-Routed Mixture of Adapters: A Causal Intervention for Routing Collapse in Time Series Foundation Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FedSEM: Mitigating Cross-Client Evidence Drift in Federated Multiple Instance Learning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TrackCraft3R: Repurposing Video Diffusion Transformers for Dense 3D Tracking
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Optimal Rates for Differentially Private Hypothesis Testing with E-values
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Ordered Policy Optimization
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DexOPE: 6D Object Pose Estimation in Dexterous Manipulation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Hebbian Recurrent Neural Network Explains the Hierarchical Geometry of Sequence Memory
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
All Roads Lead to Rome: Flow-driven Multi-Anchor Exploration for Open-Environment Active 3D Mapping
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CodecSplat: Ultra-Compact Latent Coding for Feed-Forward 3D Gaussian Splatting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Prefix Likelihood-Ratio Control: Tail-Stable Training for Long-Horizon Language Generation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Auction-Based Online Policy Adaptation for Evolving Objectives
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Are we really tilting? The mechanics of reward guidance in flow and diffusion models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GridProbe: Posterior-Probing for Adaptive Test-Time Compute in Long-Video VLMs
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Not All Noise Is Harmful: Towards Perception Aware and Controllable RAW Image Joint Denoising and Demosaicing
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Diff-Aid: Inference-time Adaptive Interaction Denoising for Rectified Text-to-Image Generation
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Bridging Image Restoration and Recognition via Causal Mediated Unrolling
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Backdoor Attacks Rerouted: BatchNorm as a Sink for Adversarial Signals
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Progressive Residual Warmup for Language Model Pretraining
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Zero-Shot Coordination among LLM Agents
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SPRM: From Cooperative Games to Marginal-Contribution Process Reward Modeling
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RB-LDC: Redundancy-Balanced Latent Coding for Robust Diffusion
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SimVLA: Attributing Gains in VLA Models Through Controlled Ablation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rethinking Molecular Graph Backdoors under Chemistry-aware Admission
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Iterative ILP with Update-Size Control for Reducing Surrogate-Task Mismatch in Bit-Width Selection
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ProCARE: Real-World Study Automation via Profile-Grounded Evidence Contracts
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Discretizing Continuous Time Series for Imputation with Masked Diffusion Training
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Look-ahead Variational Flow for Generative Online Reinforcement Learning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Large Language Models as Graph Computational Solvers via Topology-aware Residual Attention
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AgentHop: A Diagnostic Benchmark for Agentic Multi-Hop Scientific Question Answering
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Median-of-Means under Structured Heavy-Tailed Noise: High-Probability Bounds for Clipped Stochastic Optimization
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Understanding Generalization through Decision Pattern Shift
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DiffPTS: Rethinking Diffusion ELBO for Probabilistic Time Series Forecasting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Existence Precedes Value: Joint Modeling of Observational Existence and Evolving States in Time Series Forecasting
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Hyperbolic Graph Neural Networks Under the Microscope: The Role of Geometry–Task Alignment
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Dataset Mismatch Matters in Group Relative Policy Optimization for Reinforcement Learning from Verifiable Rewards
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Tight Gap-Dependent Regret Bounds and Problem-Independent Bounds for Cost-aware Cascading Bandits
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Evidence-RL: Towards Evidence-intensive Visual Reasoning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Constant Term Shrinkage for Federated Learning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Generalization Analysis of Biased Stochastic Gradient Methods for Minimax Problems
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
M$^2$E-UAV: A Benchmark and Analysis for Onboard Motion-on-Motion Event-Based Tiny UAV Detection
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
UnfoldArt: Zero-Shot Recovery of Full Articulated 3D Objects from Text or Image
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Primal-Dual Representation Learning for Low-Rank Constrained MDPs
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Theoretical Analysis of Backdoor Learning as Simplicity-Biased Optimization Dynamics
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Stabilizing Extrapolation in Looped Transformers via Learned Stochastic Stopping
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Amortizing Generative Guidance for Model-Based Reinforcement Learning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When Prompt Internalization Breaks: Continuous Experience Internalization in Large Language Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Disentangled Sparse Representations for Concept-Separated Diffusion Unlearning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Extracting Training Data from Diffusion Language Models via Infilling
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FlexMoE: One-for-All Nested Intra-Expert Pruning for MoE Language Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mean-Field Parallel Decoding for Discrete Diffusion Language Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Atom-level Protein Representation Learning Improves Protein Structure Prediction
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SPHQuant: Efficient extreme low bit weight quantization for Vision-Language Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SREGym: A Live Benchmark for AI SRE Agents with High-Fidelity Failure Scenarios
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Neptuna: A Comprehensive Machine Learning Framework for Benchmarking Complex Multiphase Flows
[
Slides]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Noise to Diversity: Random Embedding Injection in LLM Reasoning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Behavioral Probes for Information Flow in LLM Swarms
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
On Communication-Efficient Training of Ensembles in Federated Learning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Robust Importance Sampling for Rare Events via Constrained Gaussian Mixtures
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MM-OptBench: A Solver-Grounded Benchmark for Multimodal Optimization Modeling
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Information bottleneck dynamics during learning across artificial and biological neural systems
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Latent Spatial Reasoning: Building Innate 3D Awareness via Latent-Space Distillation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DegBins: Degradation-Driven Binning for Depth Super-Resolution
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Robust and Efficient Backdoor Mitigation for ML Models via Tolerant Property Testing
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Universal Time Series Generation with Neural Controlled Differential Equations
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Where Root Cause Analysis Fails: A Retrieval-Reranking Decomposition
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Standing on the Shoulders of Giants: Rethinking EEG Foundation Model Pretraining via Multi-Teacher Distillation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RealDev-QA: Trajectory-Level Diagnosis for Developer RAG Under Real-World Noises
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Web Doesn't Sit Still: Adversarial Self-Evolving Attacks on Search Agents
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Reciprocity Gradient
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Squeezing Capacity from Multimodal Large Language Models for Subject-driven Generation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Persona-Model Collapse in Emergent Misalignment
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reward Score Matching: Unifying Reward-based Fine-tuning for Flow and Diffusion Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Position: Neurosymbolic AI is a strong technical foundation for trustworthy, deployable AI by design
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FreeSpec: Training-Free Long Video Generation via Singular-Spectrum Reconstruction
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SALT: When More Rollouts Don’t Help in Group-Based Policy Optimization and How to Make Them Matter
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ARCANA: A Benchmark for Abstraction and Analogical Reasoning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
fmxcoders: Factorized Masked Crosscoders for Cross-Layer Feature Discovery
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AcousticBench: Measuring Acoustic Perception in Large Audio Language Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Every Measurement, Every Direction, All at Once: Multimodal Flow Matching for Molecules and Spectra
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SAFE-Hair: Scalp-Anchored Fields for Exportable Single-View Hair Reconstruction
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Neural Quantum Spectral Operator Learning for Solving Partial Differential Equations
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Precision-Pyramid: Towards real-time neural decoding for fault-tolerant quantum computing
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Exploring Starts Are Not Enough: Counterexamples and a Fix for Monte Carlo Exploring Starts
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Is Agentic AI Ready for Real-World Hardware Engineering? A Deep Dive with Phoenix-bench
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Spectral Unlearning: Transformer Structure-Preserving Updates for Language Model
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SpatialVAM: Spatial-Aware Multi-View Video Diffusion as a Data-Efficient Robot Policy
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Diffusion Fine-Tuning: Iterative Refinement for Advanced Grounding with Diffusion Large Language Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TRACE: Trajectory-Aware Conceps for Explainable Video Understanding
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
UniClawBench: A Universal Benchmark for Proactive Agents on Real-World Tasks
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Values as Style: Disentangling Values from Semantics with One-Way Mixing for Low-Damage LLM Steering
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Privacy Risk Scales with Effective Dimension in Federated Learning
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DDx-TRACE: A Benchmark for Medical Diagnostic Trajectories in VLMs
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RxDiff: Discrete Diffusion for Medication Recommendation with Inference-Time Safety Control
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
How Finite-Rank Bottleneck Shape the Low-Rank Adaptation Landscape
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Efficient Test-Time Adaptation For Robot Policies
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HiddenPathQA: A Benchmark for Knowledge Graph Question Answering When Questions Hide Their Paths
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Not All Routing Drift Is Harmful: Trust-Region Projection for Class-Incremental Learning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Bayes-Optimal BER and AUC: Estimation and Evaluation of Estimators
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RankVQ: Low-Rank Parameterized Commutative Vector Quantization for KV Cache Compression
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Solver-Efficient Neural Adversarial Attack on Subgraph Matching Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning inexact alternating minimization
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MemContract: Contract-Sensitive Evaluation for Mutable Agent Memory
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Spectral Energy Allocation Enables Source-Free Domain Adaptation in Time Series Forecasting
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PHOEBI: An Open-World Benchmark for Multi-Label Bacterial Identification in Phase-Contrast Microscopy
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LookThere! Sparse Vision by Reinforced Selection
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Prompts to Proxies: Emulating Human Preferences via a Compact LLM Ensemble
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Brain2voice 2.0: High-performance voice synthesis brain-computer interface
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LEAF: Language-EEG Aligned Foundation Model for Brain-Computer Interfaces
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ZeoBench: A Benchmark for Self-Supervised Learning on 3D Zeolite Representations
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AegisFlow: Training-free Non-myopic Path-safe Guided Flow Matching
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SpatialBench: Is Your Spatial Foundation Model an All-Round Player
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Outlier-robust Diffusion Posterior Sampling for Bayesian Inverse Problems
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PRECISE: SDE-Consistent Stochastic Sampling for RL Post-Training of Flow-Matching Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MobileWan: Closing the Quality Gap for Mobile Video Diffusion
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LaSA-Net: A Language-Guided Network for Outdoor Generalized 3D Referring Expression Segmentation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CoWorld-VLA: Thinking in a Multi-Expert World Model for Autonomous Driving
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
UGM: Unified Multi-scale Genomic Event Modeling with Site-level Joint Prediction
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SearchV: Evolutionary Fine-Grained Visual-Token Skipping for Efficient Vision-Language Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FoldAbS: Repurposing the Protein Folding Model as a Foundation Encoder for Antibody Screening
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TriTD: Tri-Partite Trajectory–Distribution Distillation for Real-Time Autoregressive Video Generation
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Predictively-Oriented Kalman Filtering
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VC-OPD: Visual Counterfactual On-Policy Distillation for Grounded Vision-Language Reasoning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Meta Inverse Prompting for Video Generative Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Semantic-Bridge Federated Learning: Bridging CLIP Semantics for Heterogeneous FL
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
S2MDF: A Plug-And-Play Layer for Intersection-Free Multi-Object Signed Distance Fields
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FlowSteer: Prompt-Only Workflow Steering Exposes Planning-Time Vulnerabilities in Multi-Agent LLM Systems
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Mechanistic Analysis of Looped Reasoning Language Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
H-GenPO: Hierarchical Generative Policy Optimization via the Option-Critic Framework
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
COSMIO: A Benchmark for Cross-Survey Modality Imputation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Why Copy Others? Insights into Social Learning from Multi-Agent Reinforcement Learning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AeroMosaic:Transport-Aware Multimodal Evidence Fusion for Atmospheric Pollution Risk Inference
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Freshness-Gated Imagination: Step-Level Trust for Latent World Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Locking Pretrained Weights via Deep Low-Rank Residual Distillation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Localizing Input Uncertainty Quantification for Large Language Models via Shapley Values
[
Slides]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Anatomy of Off-Policy Policy Gradient: Importance Sampling, KL Regularization, and Baselines
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Epitope-Conditioned Nanobody CDR Design via Retrieval-Augmented Protein Language Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Frank-Wolfe Approach to Goldstein Stationarity
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FASTER: Rethinking Real-Time Flow VLAs
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Decomposing Earth Embeddings with Sparse Autoencoders
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
InfCLIP: Unified Data Valuation for CLIP Pretraining via Influence-Inspired Scoring
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Graph Energy Matching: Transport-Aligned Energy-Based Modeling for Graph Generation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
WebSpatial: A Benchmarking Framework of Spatial Intelligence via Web-based Runtime Environments
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sign-Based Optimizers Are Effective Under Heavy-Tailed Noise
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Training Time, Test-Time Coordination is Essential for Cooperative MARL
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Network Intervention by Polling Strategic Agents
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Where Do We (Not) Need Temporal Context in Low-Resource Video Task Adaptation?
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PRISM: Prior Relational Information for Self-supervised Modeling to Enhance Solubility OOD Generalization
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DUDS: Dual-stage Data Selection for Efficient Reinforcement Learning with Verifiable Rewards
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
My Video Stays Mine: Temporally Consistent Universal Adversarial Perturbations against Video Customization
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Unleashing the Power of Intrinsic-Entropy-Driven Exploration for Off-Policy Generative RL
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Values Are Not Single Labels: Distributional Value Profiling Across Groups and Contexts
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Humanoid Horizon: Extending Task Horizon in Whole-Body Loco-Manipulation via Parallel Training, Dynamic Starting, and Reward Gating
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
V-CAST: Video Curvature-Aware Spatio-Temporal Pruning for Efficient Video Large Language Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
STDec: Spatio-Temporal Stability Guided Decoding for dLLMs
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Advectra: Asymmetric Latent Transport for Non-Stationary Physics
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning When to Think: Dual-Reference Offline Optimization for Adaptive VLM Reasoning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Pause and Reflect: Conformal Aggregation for Chain-of-Thought Reasoning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ShopGym: An Integrated Framework for Realistic Simulation and Scalable Benchmarking of E-Commerce Web Agents
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Coarsening Linear Non-Gaussian Causal Models with Cycles
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Selective Safety Steering via Value-Filtered Decoding
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Treat Domain-Specific Languages as Design Variables in LLM Agents
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Foundation Model Informed Acquisition Functions for Molecular Discovery
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Stage-wise Attention-Guided Region Sequencing for Adversarial Attacks on Large Vision-Language Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AIM: Adaptive Interaction in Multi-Agent Debate for Multimodal LLM Inference
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VUM: Visual Unified Models for Image Generation and Perception
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reflection with Action-Induced Visual Differences for Desktop GUI Agents
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Causally Structured Differential Network Modeling for Single-Cell Perturbation Prediction
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Disentangling Optimization Geometry via Hierarchical Polar Adapters for Class-Incremental Learning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Diffusion-State Policy Optimization for Masked Diffusion Language Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Rate Matters: Vanilla LoRA May Suffice for LLM Fine-tuning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DSSNet: Deep Spectral Structure Profiling Network for Traffic Flow Prediction
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Bias-Variance Optimized Preference Optimization for Large Reasoning Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Kernel Selection is Model Selection: A Unified Complexity-Penalised Approach for MMD Two-Sample Tests
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Adaptive Multi-Frame Learning for Expressive and Stable Atomic Representations
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MedHEB: Benchmarking Medical Embeddings Across Heterogeneous Clinical Evidence
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BBOWP-Bench: Evaluating LLMs on Black-Box Optimization Word Problems
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Memorize When Needed: Decoupled Memory Control for Spatially Consistent Long-Horizon Video Generation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DriftWeight: Repulsive Drift in Mean-Flow Space for Neural Network Weight Generation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Quantum Speedups for Stochastic Optimization with Heavy-Tailed Noise
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Anchor3DGS: Feed-Forward 3D Gaussian Splatting with Compact Anchor-Based Representation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Multi-Nonsmooth-Nonconvex-Objective Optimization
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Dynamic Spectral Federated Graph-Level Clustering
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Unified Synthesis of Compositional Speech and Sound from Free-Form Text Prompts
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Self-Organized Conformal Prediction: Reducing Regional Coverage Gaps with Unsupervised Group Discovery
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Pointillism: Probing-Based Model Compatibility for Robust Collaborative Machine Learning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ProPolar: Progressive Polar Decomposition for Implicit Neural Representations
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Instance-Optimal Estimation with Multiple LLM Judges on a Budget
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Testable and Actionable Calibration for Full Swap Regret
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
WURI: Watching Unfolding Risk in Agent Interactions
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Latent Reasoning in Continuous Space for Unified Multimodal Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Training Optimal Large Diffusion Language Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
iDETR: Implicit DETR for Tiny Object Detection
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
UniSHARP: Universal Sharp Monocular View Synthesis
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ToolSearcher: Optimizing Tool Selection at Scale via Reinforcement Learning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Feature Recovery for Object Understanding Under Physical Transformation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
M$^\star$: Every Task Deserves Its Own Memory Harness
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Minimax Rate of Online Isotonic Regression on Product Orders
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Principled Optimal Transport Framework for Frame Selection in Long Video Understanding
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Online Decision-Focused Learning under Semi-Bandit Feedback
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Geometry-Aware Representation Denoising for Multi-view Image Restoration and 3D Reconstruction
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Information Discernment in Large Language Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DACA-GRPO: Denoising-Aware Credit Assignment for Reinforcement Learning in Diffusion Language Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Improving Quantized Zeroth-Order Optimization through Reconstructed Low-Rank Structures
[
Slides]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PhysEval: Quantifying the Gap Between Video Generation and World Physical Laws
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Efficient Lookahead Encoding and Abstracted Width for Learning General Policies in Classical Planning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Utility-Driven Clustered Federated Learning via Class-wise Interaction Attribution
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DAGA: Dynamic Attention-Guided Adaptation for Self-Supervised Vision Transformers
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Weakly Supervised Concept Learning for Interpreting and Attributing LVLM Predictions
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Label Priors to Task Evidence: Long-Video Frame Selection via Bayesian GRPO
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Generating from Discrete Distributions Using Diffusions: Insights from Random Constraint Satisfaction Problems
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
NDPP-Grasp: Non-Differentiable Physical Plausibility Constraint-Guided Task-Oriented Dexterous Grasp Generation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LG-Bench: A Graph-Structured Evaluation Benchmark for Life Science
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EgoBabyVLM: Benchmarking cross-modal learning from naturalistic egocentric video data
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Capacity-Constrained Online Convex Optimization with Delayed Feedback
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Per-Starting-Point Plausibility and Diversity Bounds for Score-Based Diffusion Models
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DialBandit: Adaptive Sequential Search with Tunable Evaluation Fidelity
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
One Algorithm, Two Goals: Dual Scoring for Parameter and Data Selection in LLM Fine-Tuning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Characterizing Memorization in Diffusion Language Models: Generalized Extraction and Sampling Effects
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Need-Aware Multi-Objective Reinforcement Learning for Emotionally Intelligent LLM Agents
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Differentiable Learning of Lifted Action Schemas for Classical Planning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Co-GRPO: Co-Optimized Group Relative Policy Optimization for Masked Image Generation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TagBO: LLM-Driven Task-Aware Graph Bayesian Optimization for Scientific Discovery
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CA-Judge: Teach Large Models to Judge Anomalies via Comparison for Video Anomaly Detection
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ADKV: A Low-Overhead Adaptive Delta Quantization for KV Cache in LLM Inference
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CSFlow: Aligning Flow Matching with Human Contrast Sensitivity
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Weak Data to Strong Policy: Q-Targets Enable Provable In-Context Reinforcement Learning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Block-R1: Rethinking the Role of Block Size in Multi-domain Reinforcement Learning for Diffusion Large Language Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Multi-Constrained Randomized Smoothing Certificates
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OfficeInstruct: A Dataset for Tool-Augmented Office Agents on Long-Trajectory Generative Tasks
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Class–Domain Discriminability Guided Representation Enhancement for Domain Generalization
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Closed Loop Dynamic Driving Data Mixture for Real-Synthetic Co-Training
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
How Selection Shapes Diversity in LLM Ecosystems
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FrameRouter: Frame Budget Routing for Long-Video Understanding on Video-MME-v2 and Beyond
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
All-Addition Spiking Diffusion Models with Attention Enhancement
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Focusing Influence Mechanism for Multi-Agent Reinforcement Learning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
You CAN Teach an Old Model New Tricks: Domain Adaptation via Complementary Subspace Expansion
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Visual Grounding First, Multimodal In-context Learning Follows
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Grid Games: The Power Of Multiple Grids for Quantizing Large Language Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rethinking Gradient Approximation in Quantization: A Zeroth-Order Expectation Perspective
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Remembering What Matters: From Markovian to Subtask-Causal Memory in VLA Policies
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Training Vision Transformers to Focus: Emergence of Attention Head Specialization
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Neural-Behavioral Representation of Natural Whole-body Movement in Monkeys
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Susceptibilities for Neural Networks Learning from Physical Data
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CoANeRV: Coordinate-Aware Token-Space Neural Video Representation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Leveraging Dale’s Principle as an Inductive Bias in Recurrent Neural Networks
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MVPISplat: Multi-View Photometric Inconsistency for Defending 3D Gaussian Splatting Attacks
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
On the Burden of Achieving Fairness in Conformal Prediction
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Colored Noise Diffusion Sampling
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LIME: Link-based User-item Interaction Modeling with Decoupled XOR Attention for Efficient Test Time Scaling
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DyCoRM: Dynamic Criterion-Aware Reward Modeling for Text-to-Image Generation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ALAM: Algebraically Consistent Latent Transitions for Vision-Language-Action Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Epistemic Social Learning: Latent Behavioral Structure under Endogenous Multi-Agent Interaction
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Integrating digital twins with randomized experiments
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Calibration Is Not Control: Intervention Advantage for LLM-Agent Oversight
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CRUMB: Efficient Prior Fitted Network Inference via Distributionally Matched Context Batching
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Causal Discovery Under Hard Selection Bias: A New Robust Score-Matching Approach
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HIFC-IQA: Train-Free Cross-Domain Image Quality Assessment via Dual-Process Cognition
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Unidirectional: Unsupervised Trajectory Learning for Omnidirectional Controllable Underwater Image Enhancement
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LOCO: Local Light-Aware Object Compositing with Spatially Varying Illumination-Augmented Data
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CausalSpatial: A Benchmark for Object-Centric Causal Spatial Reasoning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
End-to-End Differentiable Diffusion Conditioning for Physics-Informed Optimization
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
An Analytical Model of Compute-limited Multistage Training Pipelines
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Subliminal Learning as Trait-Direction Drift: A Mechanism and Targeted Control under SFT Distillation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning to play with spikes. Characterizing, predicting, and engineering unsupervised plasticity rules for spiking reservoir computing
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PDF-HR: Pose Distance Fields for Humanoid Robots
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Multistage Defer Trees for Hybrid Interpretability: If at First You Can't Succeed, Tree Again
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PRISM: Phenotype-Resolved Inference in Single-Cell Mixed Models via Latent Disease States and Contextualized Differential Expression
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MDPBench: A Benchmark for Multilingual Document Parsing in Real-World Scenarios
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning to Solve Compositional Geometry Routing Problems
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Recursive Multi-Agent Systems
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DiRecT: Safe Diffusion-Based Planning via Receding-Horizon Denoising
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BayesRAG: Probabilistic Mutual Evidence Corroboration for Multimodal Retrieval-Augmented Generation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
StateLedger: Path-Addressed External Memory for Persistent Multi-Agent Systems
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TRACER: Verifiable Generative Provenance for Multimodal Tool-Using Agents
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reranking with Intra-modal Visual Association for Text-to-Image Person Re-Identification
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RAOP: Step-Level Resource Orchestration for LLM Agents across Edge and Cloud
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Benchmarking and Improving Monitors for Out-Of-Distribution Alignment Failure in LLMs
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DyPSI: Dynamic Physics Sensing via Joint Field and Sensor-Trajectory Generation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reporting Practice Matters: The Impact of Reference Choice on Chest X-ray Report Evaluation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Boule or Baguette? A Study on Task Topology, Length Generalization, and the Benefit of Reasoning Trace
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Thinking with Imitation: Adaptive Reinforcement-Imitation Learning for Tool-Augmented Scientific Reasoning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TopoRefine: Topology-Aware Correspondence and Residual Refinement for Training-Free Subject-Consistent Generation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EsoLang-Bench: Evaluating Large Language Models via Esoteric Programming Languages
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FlareReal: A Real-Captured Paired Dataset for Nighttime Lens Flare Removal
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Modeling the Vividness of Imagined Natural Scenes Reveals a Model-Common Image-Level Component in Vision Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TreeWalker: Partial Evaluation for Grouped Tree-Ensemble Inference
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Layerwise LQR for Geometry-Aware Optimization of Deep Networks
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DynT2I-Eval: A Dynamic Evaluation Framework for Text-to-Image Models
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ASAP: Assembly-Source Aligned Pseudocode Refinement For Binary Decompilation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PersonaManifold: Revealing and Exploiting Curved Geometry in LLM Persona Representations
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Incentivizing Agentic Retrieval for Disease-Centric Clinical Case Search via Trajectory Memory
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Bayesian Decision Making around Experts
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Signed-Permutation Coordinate Transport for RMSNorm Transformers
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Uncertainty Estimation for Pretrained Medical Image Registration Models via Transformation Equivariance
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BAL: Bidirectional Autoregression in Latent Space for Learning Human Movement Representations
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Most ReLU Networks Admit Identifiable Parameters
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Evaluating Uncertainty Calibration in Probabilistic Time Series Foundation Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SwiftFlow: An Efficient One-Step Policy Learning via Improved Mean Flow for Robotic Manipulation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Steering Optimisation Trajectories in Diffusion Representation Learning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Adapting Vision Transformers to Organoid Imaging
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Pretraining Data Statistics Shape the Phases of Learning Entity Comparison in Language Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VERITAS: Veracity-Enhanced Robust Identification of LLM-generated Text Against Style-shifts
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Machine Unlearning in Low-Dimensional Feature Subspace
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MedCache: Training-Free Spatially Aware Caching for Accelerated Medical Video Generation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Efficient Adjoint Matching for Fine-tuning Diffusion Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CAB: Accelerating Flow and Diffusion Sampling via Rectification and Corrected Adams-Bashforth
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Ask, Answer, and Detect: Role-Playing LLMs for Personality Detection with Question-Conditioned Mixture-of-Experts
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CoMet: Context and Multiplicity Decomposition for Multimodal Uncertainty Estimation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Theoretical Framework for Self-Play Theorem Proving Algorithms
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DiagSQL: A Diagnostic Validator for Text-to-SQL with Reward Allocation and Co-occurrence Shaping
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Exact power indices for plurality-voting ensembles
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LatentUM: Unleashing the Potential of Interleaved Cross-Modal Reasoning via a Latent-Space Unified Model
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DDACOM: Dual-Decoupled Adaptive Communication for Multi-Agent Reinforcement Learning under Dynamic Networks
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LightMoE: Reducing Mixture-of-Experts Redundancy through Expert Replacing
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Routeability Before Routing: Routeability Audit Protocol (RAP) and RouteabilityBench for Audited LLM Model Selection
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Deep Ensembles for Epistemic Uncertainty: A Frequentist Perspective
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DisRFM: Polar Riemannian Flow Matching for Structure-Preserving Graph Domain Adaptation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Closing the Gap on the Sample Complexity of 1-Identification
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Clarification as Supervision: Reinforcement Learning for Vision-Language Interfaces
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mimicking the Physicist's Eye: A VLM-centric Approach for Physics Formula Discovery
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sobolev Regularized MMD Gradient Flow
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AEM: Adaptive Entropy Modulation for Multi-Turn Agentic Reinforcement Learning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Breaking Curse of Dimensionality for Mutual Information Estimation with Vine Copulas
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Explanation Mechanism Influences Human Reliance on Reinforcement Learning Agents
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GRAPE: Graph-Augmented Prototype Explanations for Interactive Medical Image Diagnosis
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Filtered Conformal Ellipsoids for Graph-Native Time Series
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Generative Molecular Morphing for Flexible-Size Design via Unbalanced Optimal Transport
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DAWN: Dependency-Aware Fast Inference for Diffusion LLMs
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SDS-LoRA: Overcoming Anisotropic Gradient Scaling in Low-Rank Adaptation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reasoning as Compression: Unifying Budget Forcing via the Conditional Information Bottleneck
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Gradient Regularized Newton Boosting Trees with Global Convergence
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Stealth Apart, Harm Together: Skill Cascading Attacks on Skill-Based Agent Systems
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AdaPreLoRA: Adafactor Preconditioned Low-Rank Adaptation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Perturb and Correct: Post-Hoc Ensembles using Affine Redundancy
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Indications of Belief-Guided Agency and Meta-Cognitive Monitoring in Large Language Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Deconstructing Multi-Task Active Learning: The Paradox of Gradient Conflict and Orthogonal Decomposition
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AutoformBot: Formalizing Mathematics at Scale
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rethinking Causal Action Tokenization with Conditional Annealing in Flow Matching
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Compass for Useful Data: Online Data Selection via Alignment-Gated Fisher Geometry
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Towards Real-world Human Behavior Simulation: Benchmarking Large Language Models on Long-horizon, Cross-scenario, Heterogeneous Behavior Traces
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When and Why SignSGD Outperforms SGD: A Theoretical Study Based on $\ell_1$-norm Lower Bounds
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Manifold Drift in Flow Preference Optimization: A Root Cause of Reward Hacking
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Neural Neural Scaling Laws
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ViCoR: Estimating Visual Necessity via Counterfactual Residuals for Multimodal Medical Data Selection
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SynIB: Informational Bottleneck for Maximizing Synergy in Multimodal Learning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Chain of Dual Structures in Transformer Attention
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Attention Heads are Complementary Visual Units: Mitigating Hallucinations in LVLMs via Adaptive Visual Cues Focusing
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Latent Video Prediction for World Modeling: An Evaluation Uncovering Intriguing Favorable Evidence
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Batch-Conditioned Semantic Anchors for Robust Transductive Adaptation of Vision--Language Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
No Model Required: Text Entropy Rate Filtering Prevents Iterative Fine-Tuning Collapse
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Backdoor Channels Hidden in Latent Space: Cryptographic Undetectability in Modern Neural Networks
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Transition-Aware Credit Assignment in Agentic Learning for LLM Reasoning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GOAT-AL: Pseudo Neural Collapse Guides Adaptive Coverage for All-Budget Active Learning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Agentic Policy from Action Guidance
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Diagnostic Benchmark for Layered Layout and Template-Variant Reasoning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SemMSA: Latent Semantic-Aided Robust Multimodal Sentiment Analysis with Incomplete Data
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Approaching I/O-optimality for Approximate Attention
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HYDRA: Representation Harmonized Tokenization for Multimodal Generation and Understanding
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
How You Move Tells What You'll Do: Trajectory-Conditioned Egocentric Prediction
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Manifold Prior Guided Deep Unfolding for Hyperspectral Image Reconstruction
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CCTimeBoost: Learning Time-Varying Relative Risk with Case-Control Boosted Trees
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Punctuation-aware Hybrid Trainable Sparse Attention for Large Language Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Moment-Constrained Latent Steering for Flow Policy
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CitySTAR: Agent-Driven Structured and Topology-Aware Reasoning for Open-Vocabulary Urban 3D Grounding
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Simple Projection-Free Algorithm for Contextual Recommendation with Logarithmic Regret and Robustness
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Self-Adjoint Flow Policy Optimization
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Your Teacher Can’t Help You Here: Combating Supervision Fidelity Decay in On-Policy Distillation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Hypergraph-guided Global Mean-field Negotiation For Multiview Evidential Classification
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Limits of AI-Driven Allocation: Optimal Screening under Aleatoric Uncertainty
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ProtoVis-Nav: Prototypical Visual Imagination for Visual-Spatial Aligned UAV Navigation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Bridging Structure and Language: Graph-Based Visual Reasoning for Autonomous Road Understanding
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FourierMoE: Fourier Mixture-of-Experts Adaptation of Large Language Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PARI: Policy-Driven Active Residual Intervention for Weakly Supervised Point Cloud Segmentation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
StructBridge: Structure-Grounded 3D Indoor Object Generation via 3D Latent Diffusion Bridge and Normal Refinement
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Higher-Order Action Supervision Makes A Strong Policy Class
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GeLVR: Geometry-Consistent Latent Visual Reasoning in Multimodal LLMs
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Scratchpad Patching: Decoupling Compute from Patch Size in Byte-Level Language Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
interwhen: A Generalizable Framework for Steering Reasoning Models with Test-time Verification
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sparsity for Free: A Budget-Induced Equilibrium in Joint Topology–Parameter Search
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rosetta: Composable Native Multimodal Pretraining
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Edge of Stochastic Stability: Revisiting the Edge of Stability for SGD
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Smooth Partial Lotteries for Stable Randomized Selection
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Safe, or Simply Incapable? Rethinking Safety Evaluation for Phone-Use Agents
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Performance-Driven Policy Optimization for Speculative Decoding with Adaptive Windowing
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Retrieval to Reasoning: Agentic Mechanism Prediction from Cell Painting Profiles
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Emergent Steering Beyond Endpoint Alignment in Chemical Reaction Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DeformMaster: An Interactive Physics-Neural World Model for Deformable Objects from Videos
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LLM Routing Through the Lens of Recommendation: A Roadmap for Efficient AI Orchestration
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
City-RAG: Stepping Into a City via Spatially-Grounded Video Generation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PSD: Pushing the Pareto Frontier of Diffusion LLMs via Parallel Speculative Decoding
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Benchmark Health Index: A Systematic Framework for Benchmarking the Benchmarks of LLMs
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Ensuring Deployment-Time Safety of Neural Network Controlled Systems via Localized Certificate Repair
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Video-FLAIR: Not Whether to Reason, But How
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mixture of Activations: Token-Adaptive Mixing for Expressive Feedforward Layers
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Re-evaluating Continual Learning with Few-Shot Adaptation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Estimating Continuous Treatment Effects with Recourse Data
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mark, Don't Erase: Token Inoculation for Dual-Use Knowledge in LLMs
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Variance-Averse n-Step Offline Reinforcement Learning for Sparse Long-Horizon Environments
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FerQ: Fermat Quotient Reformulation of High-Order Binary Optimization
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LucidNFT: LR-Anchored Multi-Reward Preference Optimization for Flow-Based Real-World Super-Resolution
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EmpathyChat: Structured Cognitive Reasoning in Empathetic Spoken Dialogue
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Bigger Isn’t Better: Why the Indiscriminate Scaling of Foundation Models Can’t Solve Biology
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
REACT: A Lightweight Reliability-Aware Framework for Spatio-Temporal Out-of-Distribution Prediction
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LogSTOP: Temporal Scores over Prediction Sequences for Matching and Retrieval
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Feasible Policy Optimization for Safe Reinforcement Learning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Past, Future, All at Once: Breaking Stability-Plasticity Dilemma via Post-hoc JANUS Rectification
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Intrinsic Selection and Particle Resampling for Inference-Time Scaling Beyond Domain Verifiability
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Invariant Hyperbolic Unfolding: Radial Canonicalization for Label-Free Cross-Graph Link Prediction
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Robust Statistical Estimators with Bounded Empirical Sensitivity
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Asymptotically Optimal Best Arm Identification with Fixed-Budget under Differential Privacy
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Constrained Modulatory Reservoirs for Context-Dependent Computation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Answering At Any Cost: Frontier LLMs Are Consequence-Insensitive
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Evaluating Synthetic ECG Pretraining: When Can Patient-Free Simulators Substitute for Real ECG Data?
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Selection, Not Fusion: Radar-Modulated State Space Models for Radar-Camera Depth Estimation
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Adaptive Covariance and Multi-Layer Alignment for Out-of-Distribution Detection
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Seeing to Foreseeing: Unleashing LVLM Thinking in Dynamic Latent Space
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
What Claims Do LLM Benchmark Scores Support?
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ProCLIP: Progressive Vision-Language Alignment via LLM-based Embedder
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FlexCover: Flexible Cover Song Generation via Symbolic Lead Sheet Control
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When Does Flow Matching Help Deterministic Multimodal Prediction: A Spatial Transcriptomics Study
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
As the Story Unfolds: Watching a Film and Identifying Characters as a Human Does
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TENET: Time-point Encoding Network for Multivariate Time Series Anomaly Detection
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RECAP: Looking Once Is Not Enough for Vision-Language Reasoning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Gen-Searcher: Reinforcing Agentic Search for Image Generation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SDHilb: Schrödinger Dynamics-Guided Neural Network with Adaptive Multi-Scale Hilbert Transform for Time Series Forecasting
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Cross-Domain Knowledge Separation and Positive Transmission for Noisy Domain Incremental Learning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GEM: Interpretable Language Models via Geometric Embedding Alignment
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Off-policy Learning with Excursion Policies
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Knowing When Multivariate Forecasts Are Wrong
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TSQAgent: Rating Time Series Data Quality via Dedicated Agentic Reasoning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Ripple in Still Water: Zero-Shot Clustering in Heterogeneous Federated Learning with Wavelet Scattering Transform
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
How Private is Private? A Comparative Study for Face De-Identification
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FML-bench: A Controlled Study of AI Research Agent Strategies from the Perspective of Search Dynamics
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BrickFlow: Connectivity-Guided Brick Reconstruction
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Provable Robustness against Backdoor Attacks via the Primal-Dual Perspective on Differential Privacy
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Integrating Background Knowledge for Scalable Causal Discovery
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Spectral Amplitude Principle for Dynamics of Quantum Neural Networks
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Simulating Students or Sycophantic Problem Solving? On Misconception Faithfulness of LLM Simulators
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TasteBench: multimodal benchmark for sensory prediction, from molecules to sustainable foods
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Universal Adaptive Proximal Gradient Methods via Gradient Mapping Accumulation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Are Agents Ready to Teach? A Multi-Stage Benchmark for Real-World Teaching Workflows
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AuxGeoAgent: Synthesizing Challenging Geometry Proving Data via Planning and Symbolic Deduction
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Formal Conjectures: An Open and Evolving Benchmark for Verified Discovery in Mathematics
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GameVerse: A Minute-Scale Gameplay Dataset for Long-Horizon Interactive World Modeling
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond a Single Score: An Audit of Aesthetic Evaluation in Text-to-Image Pipelines Across Subcultural Visual Languages
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Equilibrium Forcing: Adaptive Video Generation Without Noise Conditioning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FAVLA: A Force-Adaptive Multi-Rate VLA model for Contact-Rich Robotic Manipulation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PreCoMem: Predictive Cognitive Memory for Self-Evolving Long-Term Dialogue Agents
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MOOD: Benchmarking Post-Hoc OOD Detection for Materials Property Prediction
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Bernoulli Flow Models: Self-Consistent Generative Modeling for Binary Data
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FedVSSAM: Mitigating Flatness Incompatibility in Sharpness-Aware Federated Learning
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Text-side fragility in contrastive vision-language retrieval
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Does Your Large Language Model Have An Intuitive Sense of The Difficulty of A Question?
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Visual Anchoring for Scenario-Guided Forecasting
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
InfoNav: A Unified Value Framework Integrating Semantic Relevance and Information Gain for Zero-Shot Object Goal Navigation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Autonomous Scientific Discovery via Iterative Meta-Reflection
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Distinguishing Performance From Competence in Evaluations of Humanlike Abstract Reasoning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Logit-Contribution Scoring Identifies Non-Literal Retrieval Heads
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RAG in a Trenchcoat: When Minimal Memory Is Enough for Agentic Systems, and When It Isn’t
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RipBench: A Unified Benchmark for Multi-Level Rip Current Detection, Classification and Segmentation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sparsely Wired Mortal LLM Inference
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Native Multi-Dimensional Subquadratic Operators via Input Dependent Long Convolutions
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Test Time Search Requires Training for Diversity
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Accelerating Diffusion Language Models via Structured Suffix Modeling
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Toward Interactive Understanding of Code APIs
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Entangled Schrödinger Bridge Matching
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Matrix Recovery Via Symmetric Rank-one Measurements With Random Unit-modulus Vectors
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Active Perception and Manipulation via Spatio-temporal Visual Memory
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Probing the Trajectories of Reasoning Traces in Large Language Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SitCom: Scaling Egocentric Multi-Party Spoken Dialogue for Situated Communication Assistance
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sophon: A Procedural Diagnostic for Spatial Reasoning in Vision-Language Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CS-Dialogue: A 104-Hour Dataset of Spontaneous Mandarin-English Code-Switching Dialogues for Speech Recognition
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Second-Order Complexity of Neural ODE Inference
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
APIVOT: Adaptive Planning with Interleaved Vision-Language Thoughts
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VI-CuRL: Stabilizing Verifier-Independent RL Reasoning via Confidence-Guided Variance Reduction
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MUX: Continuous Reasoning via Multiplexed Tokens
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
World–Value–Action Model: Implicit Planning for Vision–Language–Action Systems
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Suspicious Steps: Ontological Trust in Long-Horizon Agents
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RA-ClipScore: Making Generative Model Evaluation More Interpretable
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Teach-to-Reason: Competition-Guided Reasoning with a Self-Improving Teacher
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reinforcement Learning from Rich Feedback with Distributional DAgger
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Salvation Lies Within: Proactive Prefix Re-forming for LLM-based Tagging
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
E-GEO: A Testbed for Generative Engine Optimization in E-Commerce
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Training Deliberative Monitors for Black-Box Scheming Detection
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
On Generalization in Bilevel Optimization with Overparameterized Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Feed-Forward 3D Gaussian Splatting for High-Fidelity Animatable Hand Avatar Reconstruction from a Single Image
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
QUEST: Q-Learning for Uncertainty-Guided Efficient Search Teams
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RePO-VLA: Recovery-Driven Policy Optimization for Vision-Language-Action Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TrustMod-SM: A Multi-Axis Benchmark for Evaluating Trustworthiness of LLMs in Social Media Content Moderation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EDISCO: Equivariant Discrete Diffusion for Euclidean Combinatorial Optimization
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Gluing Local Contexts into Global Meaning: A Sheaf-Theoretic Decomposition of Transformer Representations
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
No Detail Left Behind: Revisiting Self-Retrieval for Fine-Grained Image Captioning
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DiversePlace: Diversity-Seeking Curriculum Reinforcement Learning for Macro Placement
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Hypergraph Modeling of Transformer Attention for Hallucination Detection
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Large Language Model Failures from Hallucination to Homogenization Are Different Facets of Miscalibration
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Efficient Memory Crystallization for Graph Learning under Non-Stationary Distribution Shifts
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Decoupling Action from Egocentric Observation for World Simulation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RAWild: Toward Sensor-Agnostic RAW Object Detection via Physics-Guided Curve and Grid Modeling
[
Slides]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
mRNABench: A curated benchmark for mature mRNA property and function prediction
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EVOCHAMBER: Test-Time Co-evolution of Multi-Agent System at Individual, Team, and Population Scales
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Cross-Model Circuit Discovery
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Offline Reinforcement Learning for Plasma Control in Nuclear Fusion: Codebase and Benchmark
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Relaxation-Aligned State Control for Test-Time Scaling in Generative Combinatorial Optimization
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
$\pi$-Bench: Evaluating Proactive Personal Assistant Agents in Long-Horizon Workflows
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HIDRA: Hierarchical Dual-Routing Attention for Replay-Free Lifelong Imitation Learning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FrontierSmith: Synthesizing Open-Ended Coding Problems at Scale
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
3A-VLA: Abstraction-Aligned Action Learning for Vision-Language Agents in 3D Game Worlds
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reformulate LLM Reinforcement Learning for Stable Training under Black-box Discrepancy
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MANGO:Multi-Angle Neural Gated Operators for Chirp-Perturbed PDEs
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Certified Robust Interpretability via Concept-Space Stability under Interventional Proxies
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CounterStrike-1K: A Multi-Perspective Dataset of Professional Gameplay for World Modeling
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AIR: Rethinking Image-Text Offset Alignment in Multimodal Contrastive Representation Space
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Latent World-Action Model with Jointly Aligned Reasoning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Speak Early: Speculative Speech Generation for Low-Latency SpeechLLMs
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HARMONY: Hierarchical Anchor Retrieval on Manifold for Oblivious-source Acoustic Anomaly Detection
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CryptanalysisBench: Can LLMs do cryptanalysis?
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OpenClawBench: Benchmarking Process-side Anomalies in Real-world Agent Execution Trajectories
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Does Synthetic Data Help? Empirical Evidence from Deep Learning Time Series Forecasters
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AQBENCH: Benchmarking Neural Surrogates for Air Quality Forecasting
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Pluralistic AI Alignment Requires Inference-Time Multi-Objective Control
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
On Reparameterizing the Score Function
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Positional versus Symbolic Attention Heads: Learning Dynamics, RoPE Geometry, and Length Generalization
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Generation: Unlocking Discriminative Representations from Diffusion Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Constructive Neural Policies for the Quadratic Assignment Problem via Multi-Expert Imitation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
NEST: Nascent Encoded Steganographic Thoughts
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Seeing the World through Any Eyes
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Path-Guided Flow Matching for Dataset Distillation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SCALECUA : Scaling Computer Use Agents with Verifiable Task Synthesis and Efficient Online RL
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Graph-Enhanced Attribute-Aware Modeling for Cloth-Changing Person Re-Identification
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
REDACTED-Tunes: An Open 1.4M-Track Dataset and Perceptual Benchmark for AI-Generated Music
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FreshMem: Brain-Inspired Frequency-Space Hybrid Memory for Streaming Video Understanding
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Interactive Combinatorial Reinforcement Learning for Knowledge Graph Reasoning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
COMET: Codebook-based Online-adaptive Multi-scale Embedding for Time-series Anomaly Detection
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OliO: ODE-based Linear Transition Operator for Self-Supervised Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Anchoring Adversarial Trajectories to Data Manifolds: A Bilevel Transfer Optimization Framework
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Follow-Bench 2.0: An End-to-End 3D Benchmark for Socially-Aware Robot Person Following
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BrainWhisperer: Leveraging Whisper for Speech Decoding in Neuroprosthetics
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ActionUNet: Improving Robustness of VLA Models with Efficient Multi-scale Fine-tuning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Scaling Laws for Multimodal Data Mixtures
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Dynamic Causal Structure Discovery for Autoregressive Visual Generation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A meshfree exterior calculus for generalizable and data-efficient learning of physics from point clouds
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DynaFLIP: Rethinking Robotics Perception via Tri-Modal-Dynamics Guided Representation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Theory of Training Profit-Optimal LLMs
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Semantic Consistency of Vision Tokens: A Vision-Centric Perspective on Multimodal Large Language Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
StaminaBench: Stress-Testing Coding Agents over 100 Interaction Turns
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Traffic STGNNs across Sensor, City, and Time Shifts: Routing Concentration Tracks Sensitivity to Sensor Dropout
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MMLongCite: A Benchmark for Evaluating Faithfulness of Long-Context Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VISD: Enhancing Video Reasoning via Structured Self-Distillation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HACO: Hedged Agent Computing for Reliable LLM Systems
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning-Augmented Streaming Algorithms for Approximating Boolean Max-CSPs
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Unified Approach for Weakly Supervised Multicalibration
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TF-PRVR: Training-Free Partially Relevant Video Retrieval for Real-World Generalization
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EMO: Pretraining Mixture of Experts for Emergent Modularity
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Cost of Symmetry: Universality and Hardness for Permutation-Invariant Neural Networks
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TransMem: Transition-Aware Retrieval for Evolving Personal Memory
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mean Testing under Truncation beyond Gaussian
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Seeing Both the Forest and the Trees: Reusing Holistic 3D Priors for Part-Decomposed Generation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
T3-S2S: Training-free Triplet Tuning for Sketch to Scene Generation
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Position: Next-Generation Game Engines Should Be Built on Interactive Generative Video
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BRAVO: Bridge Matching for Autoregressive Video Generation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Event-Centric Perception in Weak-Signal Physical Streams with Multimodal LLMs
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RoLL: Robust Low-Rank Learning via Nesterov Momentum
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Static Policies to Adaptive Priors in Offline Reinforcement Learning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Point4D: Long-range 4D Motion Reconstruction
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
WorldVLN: Autoregressive World Action Model for Aerial Vision-Language Navigation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sink vs. diagonal patterns as mechanisms for attention switch and oversmoothing prevention
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Revisiting Decentralized Online Convex Optimization with Compressed Communication
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Quiet Prompt: Erasing Ineffable Styles from Diffusion Models via Concept Leakage-aware Negative Guidance
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SkillOpt: Executive Strategy for Self-Evolving Agent Skills
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SAFE-FEC: Semantically Constrained Adversarial Frontier Evolution for Factual Error Correction
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The $1/\mathcal{W}$ Law: Context Length is the Dominant Energy Lever in LLM Inference Fleets
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Not All Slots Are Equal: Non-Co-Progressive Markov Bridge for Bundle Construction
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Align as You Couple: Learning Spatial Resolved Inference from H&E Images with Mollified Flow Matching
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Platonic Task Arithmetic
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Dynamic Regulatory Graph Learning for Histology-to-Spatial Transcriptomics
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TailDiff: Elicitable Tail-Guided Diffusion for Risk-Sensitive Generation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HyperFlow: Gradient-Free Test-Time Adaptation for Cross-Domain Few-Shot Classification
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When LLM Routers Overpay: Strong-Model Over-Selection under Loose Budgets
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AOT-POT: Adaptive Operator Transformation for Large-Scale PDE Pre-training
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning to Synergize Textual and Visual Prompts for Fine-Grained Traffic Element Detection in HD Maps
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Manifold-Aligned Adversarial Perturbation for Anti-Customization under Diffusion-based Purification
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DeGlare: Self-Supervised Specular Removal for Industrial Metallic Surfaces via Multi-Illumination Priors
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SynGS: Synergistic Continual Learning and Change Detection with Gaussian Splatting
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AEGIS: Adaptive Efficient Generative Inference Scheduling for Structured Latent Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Quantifying and Optimizing Path Uncertainty in Masked Diffusion Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PrivateSeal: Low-Sensitivity Latent Directions for Diffusion-Resilient User-Specific Watermarking
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Ground Truth: Evaluating Non-Verifiable Reasoning in LLMs through Moral Robustness
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Nüwa.RNA: An RNA Foundation Model for Unified Representation with Deep Structure Infusion
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Hidden Forgetting in Continual Multimodal Learning: When Accuracy Survives but Grounding Fails
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Where Are MLLMs Looking When They Hallucinate? Mitigating Visual Hallucination via Gaze Steering
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Quasi-Linear ICA for Motor Unit Decomposition during Dynamic Contractions
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LLMs Keep Thinking When Told Not To
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Data-free Universal Adversarial Perturbation with Hybrid Priors and Gradient-Guided Sharpness Regularization
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Towards Better Generalization in Lifelong Person Re-Identification with Flatness-Aware Learning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ReLoop: Structured Modeling and Behavioral Verification for Reliable LLM-Based Optimization
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ROTATE: Regret-driven Open-ended Training for Ad Hoc Teamwork
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Two Phase Rapid Simulation Based Inference with Differentiable Simulators
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Guaranteed Nonconvex Low-Rank Tensor Estimation via Scaled Gradient Descent
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Jump Start Your Policy Learning with Lessons from 145,000 Training Runs
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Local–Global Sparse Autoencoders for Multiscale Interpretability in Vision Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FLAG: Flow Policy MaxEnt-RL by Latent Augmented Guidance
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Data Diversity Drives the Emergence of Symbolic Mechanisms Supporting Abstract Reasoning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
New Coresets for Fair Clustering
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Permutation-Invariant Spectral Learning via Dyson Diffusion
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Static Geometry to Dynamical Singularity: Detecting Memorization in Diffusion Models via Score Evolution
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Adaptively Incorporating Directional Hints into Zeroth-Order Optimization
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Automated Reformulation of Robust Optimization via Memory-Augmented Large Language Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Scaling Optimization-Oriented Hypernetworks for Implicit Neural Representations
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MinMax Recurrent Neural Cascades
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Clustering-Free End-to-End Spoof Diarization with Encoder-Decoder Attractors
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SIMBAD: Spatio-Temporal Traffic Forecasting Robust to Aperiodicity
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Uncertainty-Aware Fuzzy Graph Contrastive Learning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CTRL: Continual Test-Time Reinforcement Learning for Large Language Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rethinking Memorization–Generalization Trade-Off in Generative Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Words Before Pixels: Selective Modality Routing for Vision-Language Model Unlearning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Combating Camouflage and Forgetting: Spatio-Temporal Dual Denoising for Money Laundering Detection
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Flowette: Flow Matching with Graphette Priors for Graph Generation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Mean-Field Framework for Inference-Time Distributional Control of Diffusion Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Hidden Tails: Certifying Tail-Risk Claims under Selective Labels
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VESTA: Visual Exploration with Statistical Tool Agents
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Risk Horizons: Structured Hypothesis Spaces for Longitudinal Clinical Prediction
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Steer-to-Detect: Probing Hidden Representations for Detection of LLM-Generated Texts
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HandXFM: Semantic-Structural Distillation for Hand Radiograph Foundation Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GEAR: Generator-Adaptive State Space Models for Associative Recall
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Stable3R: Streaming 3D Reconstruction with Stable Geometric References
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Right Results, Wrong Reasons: Auditing Behavioral Reliance in Motion Forecasting
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ONE-SHOT: Compositional Human-Environment Video Synthesis via Spatial-Decoupled Motion Injection and Hybrid Context Integration
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ALTER: An Allen's Algebra-Based Evaluation Framework for Temporal Reasoning of LLMs
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Label-Efficient Dataset Pruning via Semi-Supervised Pseudo-Labeling
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A unified pairwise distribution matching framework for graph domain adaptation under structure shift
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Dialect ASR based on Multi-View Pseudo-Parallel Augmentation and Noise-Robust Contrastive Learning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Online Directional Regression for Streaming Sufficient Dimension Reduction
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
How do Small Transformer Models Learn Hard Math Tasks?
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AdaKVQ: Adaptive Mixed-Precision KV Cache Quantization For Efficient Reasoning Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Renoise Consistency: Unlocking Efficient Self-Correction for Diffusion Large Language Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Near-optimal SQ Lower Bound for Smoothed Agnostic Learning of Boolean Halfspaces
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Look Before You Reason: Implicit Visual Thinking for Efficient Multimodal Reasoning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Negation Neglect: When models fail to learn negations in training
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Winning Lottery Tickets in Neural Networks via a Quantum-Inspired Classical Algorithm
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Generalization Error Bounds for Picard-Type Operator Learning in Nonlinear Parabolic PDEs
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Selective Answering for Medical VQA via Parallel Independent Claim Verification
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Neighbor-Aware Snapshot-Based Temporal Graph Learning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Compact Representations of Impact-Based Fair-Ranking Policies
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PRISMIC: Reconstructing User Preference via Intent Decomposition and Consolidation
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Recovery Guarantees for Posterior Sampling of One-Bit Compressed Sensing
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Improving Audit Realism with Inference-Time Compute and Deployment Scaffolds
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
How Data Augmentation Shapes Neural Representations
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When Language Overrules: Revealing Text Dominance in Multimodal Large Language Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MSAR: Next-Scale Autoregressive Forecasting for Time Series via Modular Multi-Scale Decoupling
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ABHBench: Evaluating Moral Decision-Making of Foundation Models from an Agentic Perspective
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Retriever-Free Retrieval-Augmented Reasoning via Corpus-Traversing MCTS
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Improved State Mixing in Higher-order and Block Diagonal Linear Recurrent Networks
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
NGDB-Zoo: Towards Efficient and Scalable Neural Graph Databases Training
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Flash-dLLM: IO-Aware KV Caching and Parallel Decoding for Fast, Memory-Efficient Diffusion LLMs
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
fxBench: Evaluating and Understanding Formula Suggestions in Spreadsheets
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Optimal Transport Reweighting for Robust Learning under Spurious Correlations and Label Noise
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Joint Semantic-Geometric Uncertainty for Structured Prediction with Closed-Loop Calibration
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Trajectory-Consistent Diffusion Policies for Offline Reinforcement Learning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rich Insights from Cheap Signals: Efficient Evaluations via Tensor Factorization
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Temporal Alignment Guidance: On-manifold Sampling in Diffusion Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Latency-Conditioned Selection Bias in RLHF
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Hawkeye: Hardware-Aware GPU Kernel Optimization with Minimal Supervision
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Document Layout to Causal Topology: An End-to-End Architecture for Temporal Causal Reasoning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EviAttr-OW: Evidential Attribute Reasoning for Open World Object Detection
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FoMEMO: Towards Foundation Models for Expensive Multi-objective Optimization
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
USAD: Uncertainty-aware Statistical Adversarial Detection
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FocusVLA: Hijacking Attention to Break Visual Token Pruning in Vision-Language-Action Models
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SPEXT: A Decoupled Multi-Spectral Foundation Model for Earth Observation and Vision-Language Grounding
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Do You CARE to Generalize? Extracting Robust Concept Directions from LLMs
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AKTD: FDR Control for LLM Training Data Detection under Approximate Exchangeability
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Full Attention Strikes Back: Transferring Full Attention into Sparse within Hundred Training Steps
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Scaling Point-in-Time Language Models: Economic Evaluation of Embeddings
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VESPO: Variational Sequence-level Soft Policy Optimization for Off-Policy LLM Training
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Frozen Memory Is Not Enough: Rethinking External Memory as Extraction
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GradTrack: Detecting Noisy Labels via Temporal Trajectories of Class-wise Gradient Misalignment
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ShadowFPT: Backdooring Federated Prompt Tuning via Shadow Triggers
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BioXArena: Benchmarking LLM Agents on Multi-Modal Biomedical Machine Learning Tasks
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LongSpike: Fractional Order Spiking State Space Models for Efficient Long Sequence Learning
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PhysElite: How Far Are LLMs from Solving Olympiad-Level Physics Problems?
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
On Differential Private $\ell_1$, $\ell_2$ and $\ell_p^p$ Distance Queries
[
OpenReview]
Poster
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Historical Relative Policy Optimization for Bootstrapping LLM Reasoning
[
OpenReview]
Session
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sydney Poster Session 2
Talk
Tue Dec 08 05:00 PM -- 06:00 PM (AEDT) @ C3.6 None
Science Communication Training Session 1
Break
Wed Dec 09 08:30 AM -- 09:00 AM (AEDT) None
Coffee
Affinity Event
Wed Dec 09 09:00 AM -- 05:00 PM (AEDT) @ C2.2 & C2.3 None
Queer in AI and {Dis}Ability in AI Workshop at NeurIPS 2026
Sydney Invited Talk
Wed Dec 09 09:00 AM -- 10:00 AM (AEDT) @ TikTok Entertainment Center None
The Better AIngels of our Future
Break
Wed Dec 09 10:00 AM -- 10:30 AM (AEDT) None
Coffee & Snacks
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Emergence of Physical Intelligence via Controllable Information Production
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Population-Aligned Persona Generation for LLM-based Social Simulation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MedFlowBench: Auditing Medical Agents in Full-Study Workflows
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Treat Bias as Noise: Training Bias-Robust LLM Reasoning via Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sketching the Readout of Large Language Models for Scalable Data Attribution and Valuation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GenRec: Knowing Where to Reconstruct and Where to Generate
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Drug Discovery: The Nanotechnology Molecular Optimization (NMO) Benchmark
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Dynamic-Probabilistic Consistency Gap in Chaotic Surrogate Modeling
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ALIGN-Rec: Continual Recommendation under Heterogeneous Unlearning Requests
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
What Matters for Diffusion-Friendly Latent Manifold? Prior-Aligned Autoencoders for Latent Diffusion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Inference-Time Vulnerability Beyond Shallow Safety: Alignment Along Generation Trajectories
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond difficulties: Insights for provably efficient design of autocurriculum in RLVR
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Focal Reward: Balanced Reinforcement Learning under Rubric-Based Rewards
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Correctness: Robustness-Driven Evolutionary Self-Training for Large Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
In search of a definition of importance: Do attributions capture it?
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Alignment Curse: Modality Alignment Supercharges Audio Attacks via Text Transfer
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Gym-Anything: Turn Any Software into an Agent Environment
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Test-Time Scaling in the Wild: Why Exploitation, Not Exploration, Is the Bottleneck
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Unpacking the Evaluators: How Configuration Shapes the Evaluation of Alignment in Explainable AI
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GeoWorld: A Geometry-First World Model for Reconstruction and Imagination
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Conclusions from Circuit Extraction Depend on the Level of Description: A Controlled Comparison
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Road Ahead in Autonomous Driving: The KITScenes Multimodal Dataset
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Improving LLM Final Representations with Inter-Layer Geometry
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Distribution Matching Distillation without Fake Score Network
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Non-Asymptotic Best Policy Identification Guarantees in Online Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Test-time Scaling for Diffusion Language Models with Frequency-Aware Remasking
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hierarchical Adaptive Frame Sampling For Video Understanding
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ProMo3D: Probing Motion Cues in Frozen 3D Foundation Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
KG-Guard: Graph-Based Hallucination Detection for Knowledge Base Question Answering
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Structuring Open-Ended NAS: Semi-Automated Design Knowledge Structuring with LLMs for Efficient Neural Architecture Search
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Lemon: Evidence-Risk-Aware Adaptive Organization for Long-Horizon LLM Agents
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Invaria: Learning Scale and Density Invariance in Point Clouds via Next-Resolution Prediction
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Majority-of-Three is an Optimal PAC Learner
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ByteDistill: Cross-Tokenizer Distillation via Chunk-wise Byte-Level Distribution Alignment
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Editing Large Language Models with Geometry-Aware Regularization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Mollifier Layers: Enabling Efficient High-Order Derivatives in Inverse PDE Learning
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EP-Flow: Disordered Crystal Structure Prediction without Site-level Annotation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MoT3DVG: A Benchmark for Outdoor 3D Visual Grounding with Motion-Aware Descriptions and Temporal Cues
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DT-PBO: an Interpretable Tree-based Surrogate Model for Preferential Bayesian Optimization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MedMisBench: Measuring Epistemic Resilience of LLMs Under Misleading Medical Context
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EntropyCache: Decoded Token Entropy Guided KV Caching for Diffusion Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Seeing Beyond the Next Step: World-Model-Guided Human-Like Navigation in Multi-Agent Scenes
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Benchmark for Assessing Olfactory Perception of Large Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SIGMA: Semantic-Difference Instruction-Grounding Mask Annotator for Text-Driven Image Manipulation Localization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MiniPIC: Flexible Position-Independent Caching in <100LOC
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Mental-Models for Multi-Agent Systems
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PriFT: Prior-Support Guided Token Reweighting for Supervised Fine-Tuning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Provable Joint Decontamination for Benchmarking Multiple Large Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DIAL: A Bounded-Monotone Adapter with Closed-Form Residual $L_\infty$ Bounds for Scalar-Controlled Refusal Modulation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Instrumental Choices: Measuring the Propensity of LLM Agents to Pursue Instrumental Behaviors
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning from the Self-future: On-policy Self-distillation for dLLMs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Score-based Variational Inference via Quantum Maximally Mixed States
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SOAR: Regression-based LiDAR Relocalization for UAVs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Generalized Intention Modeling in Multi-Agent Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Directional Confusions Reveal Divergent Inductive Biases Through Rate-Distortion Geometry in Human and Machine Vision
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SPHERE-JEPA: Spherical Prediction with Homogeneous Embeddings
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FRInGe: Distribution-Space Integrated Gradients with Fisher–Rao Geometry
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Gradient-Free Editing for Attribute Invariance in Graph Neural Networks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PROBE: Learning to Audit Policy Compliance in Tool-Using LLM Agents
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Quantization Benefits of Residual-Free Transformers
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AVOC: Enhancing Hour-Level Audio-Video Understanding in Omni-Modal LLMs via Retrieval-Inspired Token Compression
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RoboAlign-R1: Distilled Multimodal Reward Alignment for Robot Video World Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GaitLingo: Self-Supervised Gait Representation Learning with Language Priors
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Missing Old Logits in Asynchronous Agentic RL: Semantic Mismatch and Repair Methods for Off-Policy Correction
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GGQR: Gaussian-Grounded Query Refinement for Feed-Forward 4D Gaussian Splatting
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DIAGNO: Diagonal Spherical Neural Operators for Heterogeneous Earth Dynamics Modeling
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rethinking CT Synthesis through Semantics-Structure Alignment
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Manifold Embedding of Deep Image Features for Image Matching via Neural Adjoint Maps
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MOSAIC: Concept Bottlenecks via Text-Anchored Optimal Transport
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Encoding RNA Topology into Synthetic Alignments for 3D Structure Prediction
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Large-Scale Pretraining unlocks Few-Shot Prediction for Relational Data
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The AI Observatory: A Public Measure of Real-World AI Use
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Generalised Linear Models in Deep Bayesian RL with Learnable Basis Functions
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From Chats to Markets: AgenticPay for LLM-Powered Negotiation in Multi-Agent Commerce
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Decoupled Optimization for Teacher-Student Semi-Supervised Learning via a Pioneer Student
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Matrix-Free Natural Gradient via Stochastic Truncated Metrics
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Symmetric Interventions for Eliciting Model Intent
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Symplectic Neural Operators for Learning Infinite Dimensional Hamiltonian Systems
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CausalCompass: Evaluating the Robustness of Time-Series Causal Discovery in Misspecified Scenarios
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Echo-SAM: Zero-Shot Learning of Unseen Structures via Medical Knowledge Graph Grounding
[
Slides]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AlloGen: Conformation-Selective Binder Design with Differential State Scoring
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Harbor Adapters and Harbor-Mix: Infrastructure and a Curated Meta-Dataset for Large-Scale Agentic Evaluation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
What the Geometry of Good Models Tells Us
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rigel3D: Rig-aware Latents for Animation-Ready 3D Asset Generation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Decomposing Effects in Neural Causal Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ProQuant: Progressive Quantization-aware Training for Edge MLLMs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Embeddings for Preferences, Not Semantics
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ManifoldCache: Training-Free Diffusion Acceleration via Constraint Manifold Caching
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ChainForge: Tool-Chain Hijacking Attacks against LLM Agents via Execution-Grounded Tool Synthesis
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Train at the Moving Edge: Rollout-Efficient RL for Large Reasoning Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Humans Correct Their Judgements Through Debate, but Weaker AI Models Not
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Does Inference-Time Reasoning Really Improve Video Understanding?
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MolSpecFlow: Modality-Incomplete Molecular--Spectral Learning for MS/MS
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From Post-Hoc to Ante-Hoc: Consistently Explainable Semi-Supervised Time Series Classification
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Conditional Counterfactual Mean Embeddings: Doubly Robust Estimation and Learning Rates
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
In-Context Benign Overfitting: A Feature-Selection Model in Linear Regression ICL
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Distilling Multi-Teacher Scoring Principles for Unsupervised Time Series Anomaly Detection
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
One Loss to Rule Them All: Marked Time-to-Event for Structured EHR Foundation Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Apple-$\pi$: Benchmarking Thinking with Video Towards Law-Grounded Physical Intelligence
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FLoRA-Chef: Making A Good LoRA Recipe in Federated Generalization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reasoning-Aware IRT: Explainable Evaluation of Test-Time Scaling in Reasoning Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rethinking Time Series Tokenization from a Frequency Perspective
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Z-AXIS: From Deterministic Ground to Agentic Depth for Enterprise Evaluation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Co-PiLOT: Constrained Physics-Informed Latent Optimization for Target-Driven Inverse Design
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Block Optimism for Nonstationary Bandits with Latent Linear Dynamics
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reinforce Adjoint Matching: Scaling RL Post-Training of Diffusion and Flow Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Blocked Gibbs meets Diffusion Transformers: Unsupervised Learning for Constraint Optimization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Positional Encoding and Prompt-Order Sensitivity in In-Context Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Pose-Free Feed-Forward 3D Inpainting via Learnable Mask Attention and Support Token Refinement
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Semantic Alignment: Geometric Incomparability in Multi-Oracle Soft Fusion
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Policy Optimization in Tabular MDPs: Data-dependent Regret under Unknown Transitions
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Context-Aware Autoregressive Image Generation for Emerging Reasoning Properties
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Statistical Mixing Guarantees for Contractive Echo State Networks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Fisher-Glass: Tail Sample Complexity from Nuisance-Projected Fisher Information
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From “Weak” Signals to Strong Models: Preference Delta Aggregation with LoRA Merging
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AnchorRep: Defending LLMs Against Cross-Model Adversarial Transfer via Representation Repulsion
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Retrieval Heads Meet Vision: Uncovering How VLMs Locate and Extract Visual Information
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Self-Rewarded Multimodal Coherent Reasoning Across Diverse Visual Domains
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Can Language Models Actually Retrieve In-Context? Drowning in Documents at Million Token Scale
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Quantized Reasoning Models Think They Need to Think Longer, but They Do Not
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MM-DyGraph: A Dataset, Benchmark, and Model for Multimodal Dynamic Graphs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Complexity-Aware LoRA Aggregation for Modality-Heterogeneous Federated Person Re-identification
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RAM-Net: Linear-Time Sequence Modeling with Sparsely Addressable State
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MIND-DDI: Multi-Omics Interpretable Drug-Drug Interaction Prediction with Joint Optimization of Graph Structure, Neural Architecture, and Symbolic Rules
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Expanding LLM Agent Boundaries with Strategy-Guided Exploration
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Training-Free Entangler Selection for Quantum Neural Networks via Hilbert–Schmidt Geometry
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MAMQ-Net: A Robust Framework Leveraging Multi-level Tamper-aware Queries and Complementary Representations of Tampering Features for Progressive Image Forgery Localization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AVID: A 5T fMRI Dataset for Benchmarking Auditory-induced Visual Mental Imagery Decoding
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Chasing Label Shifters: A Change-Aware Framework for Dynamic Graph Node Classification
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Decomposing and Reshaping Scaling Laws through Token Learning Times
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GeoPano: Towards Geometrically Accurate Panoramic 3D Reconstruction from a Single Panorama
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Dynamic Resolution Routing for Efficient Egocentric Grounding
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
OFBD: Object-Focused Background Debiasing for Long-Tailed Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Anti-Self-Distillation for Reasoning RL via Pointwise Mutual Information
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Re-evaluating Confidence Remasking in Masked Diffusion Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Energy-Based Models from Stochastic Interpolants using Spatiotemporal Differences
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Delve into the Applicability of Advanced Optimizers for Multi-Task Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Accelerating Neural Network Training with Augmented Koopman Dynamics
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Agentic Neural Architecture Search
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Transformers Can Learn Multiclass Classification In-Context: Isotropy Governs Generalization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CHORD: Cross-Model Hallucination Detection via Relational Graph Discrimination
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ToPA: Block-wise Toeplitz Adaptation for Expressive and Efficient Fine-Tuning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Differentiable 3D Scene Graph Metric via Contextual Hellinger Triplet Geometry
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
OperatorSHAP: Fast and Accurate Shapley Value Estimation for Neural Operators
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Manifold-weighted neural networks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Empowering Time Series Analysis with Large-Scale Multimodal Pretraining
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Surprising Effectiveness of Deleting Weights in LLM Reasoning and Adaptation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LiBrA-Net: Lie-Algebraic Bilateral Affine Fields for Real-Time 4K Video Dehazing
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HyperSkill: Training-Free Omnimodal GRPO via Hypergraph-Indexed Skill-Library Evolution
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Aligning Flow Map Policies with Optimal $Q$-Guidance
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Trustworthy and Efficient Map-free LiDAR Localization via Scan-Pose Alignment and Flow Matching
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CollabVR: Collaborative Video Reasoning with Vision-Language and Video Generation Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SheafStain: Sheaf-Theoretic Schr\"odinger Bridge for Spatially and Biologically Coherent Virtual Staining
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LocalAgent: Collaborative Agentic Verification for Fine-Grained Instance-Level Consistency
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Trivialized Generative Models on Lie Groups
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Can LLMs Reliably Grade Olympiad Proofs? A Controlled Study of Mathematical Verification with LLMs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LPG: Balancing Efficiency and Policy Reasoning in Latent Policy Guardrails
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Faster Dynamic Graph Clustering with Hierarchical Graph Contraction
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Tree-Sliced Orlicz Integral Probability Metric
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Unifying Partner and Environment Diversity to Improve Human-AI Coordination
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Accelerated Image Editing via Consistency-Aware Source Token Pruning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SplineFlow: Flow Matching for Dynamical Systems with B-Spline Interpolants
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Fast Algorithms for the Label Propagation Operator on Signed Graphs
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Perceive, Interact, Reason: Building Tool-Augmented Visual Agents for Spatial Reasoning
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
UniGS: Unified Geometry-Aware Gaussian Splatting for Multimodal Rendering
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Understanding the Out-of-Distribution Generalization of Chain-of-Thought Reasoning in LLMs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Binding Mode Matters: Hotspot-Aware Drug Discovery via Explorative Preferences
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Leveraging Data Symmetries to Select an Optimal Subset of Training Data under Label Noise
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EEG Benchmarking Needs a Task Specification Layer: NeuroDoc for Rulebook-Guided, Executable Benchmark Construction
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
NeuroInk: Retinomorphic Spiking Sequence Modeling for Handwritten Text Recognition
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Driver Attention as Competitive Allocation: A Scene--Task-Aware Dual-Branch Framework
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Revisiting Gradient Ascent: Machine Unlearning from a Geometric Perspective for Source-Free Scenarios
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Certification from Examples is Hard for Circuits and Transformers under Minimal Overparametrization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Near-Optimal Learning in Parametric Bandits with Action-Dependent Coarsened Feedback
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Breaking Noise Shortcuts in Self-Supervised Learning via Noise-Aligned View Generation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From Next-Token to Next-Block: A Principled Adaptation Path for Diffusion LLMs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Pok\'emon Theorem and other Fairness Impossibility Results
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SAGAS: Semantic-Aware Graph-Assisted Stitching for Offline Temporal Logic Planning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Uncovering Semantic Hierarchies in Text-Attributed Graphs via Variational EM-based LLM–GNN Synergy
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Neural Preconditioned Born Series: A Metric-Matched Framework for Learning-based Preconditioners
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Cross-Family Universality of Behavioral Axes via Anchor-Projected Representations
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Failing Forward: Adaptive Failure-Informed Learning for Vision-Language-Action Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Coordinates: Encoding Graph Structure via Contextual Distribution and Relational Similarity
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Class-Incremental Learning via LoRA-based Elastic Ensemble of Experts
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RL-Guided Temporal Localization for Dual-Channel Retrieval in Long-Horizon Agent Memory
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EAT: Eviction-Aware Training for Long-Context LLM Inference on Edge Devices
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Asking the Right Questions: Improving Reasoning with Generated Stepping Stones
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ComPose: When to Trust Hands for Object Pose Tracking
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Marrying Optimal Transport and ODEs for Unified Continuous-Time 4D Reconstruction and Tracking
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Auditing the Judge: Human-Grounded Bias Discovery, Quantification, and Mitigation in LLM Judges
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
How Fine-Tuning Objectives Shape Layer-Wise Information in LLM Hallucination Detection
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Pairwise Supervision: Spectral Characteristic Matching for Data-Efficient Multimodal Alignment
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
quanda: An Interpretability Toolkit for Training Data Attribution Evaluation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Low-Rank Adaptation for Critic Learning in Off-Policy Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
QDMouse4M: A Multi-View 3D Mouse Spontaneous Behavior Dataset with Quantum-Dot Markers
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Diffusion Guidance Is a Controllable Policy Improvement Operator
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reset Dependence Is Embodied: Training Protocol Changes Which Morphologies Appear Optimal
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Menu-Based Mechanisms for Truthful Budget-Feasible Procurement
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Escape the Context Manifold: Preventing DiT In-Context Editing via Conditional Flow Hijacking
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Training-Based Backdoors Are Not Cryptographic
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Efficient Serving for Dynamic Agent Workflows with Prediction-based KV-Cache Management
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ST-Bridge: Bridging Sketch and Text with Large Language Models for Coarse-to-Fine Image Retrieval
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ViLo: LiDAR Localization with Vision-Language Priors
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TokenRouter: Efficient Serving System for Token-Level LLM Routing
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Machine Unlearning in Diffusion LLMs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Transferring Visual Explainability from Self-Explaining to Prediction-Only Vision Transformers via Task Arithmetic
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ScopeSAE: Model-Scope Feature Discovery with Interpretable Layer Selection
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Think Densely, Act Sparsely: Latent Expert Cognitive Chains for Vision-Language-Action Autonomous Driving
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Edit the Bits, Diff the Codes: Bitwise Residual Editing for Visual Autoregressive Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Communication-Efficient Personalized Adaptation via Federated-Local Model Merging
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Collision‑Free Dispatch Policies for Route‑Wise Decision‑Dependent Anomaly Detection
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EDEN: Emergent Dynamics in Evolutionary Neural-networks for Robust Continuous Control
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EvalAwareBench: A Benchmark for Measuring Evaluation Awareness in Frontier Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Not All Tokens Should Be Treated Equally: Context Credits Reassignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Eliciting Zero-Shot Named Entity Recognition in Large Language Models via Instruction Semantic Elaboration
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Generative Dynamics for 3D Molecule Generation via Sequential Neuro-Symbolic Constraints
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Distance Marching for Generative Modeling
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
OmniTraffic: A Controllable Generation Pipeline and Benchmark for Spatio-Temporal Traffic Reasoning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Search, Edit, and Fold: LLM-Guided MSA Optimization for Protein Conformation Prediction
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Approximate Memory Suffices for Universal Approximation with State Space Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Halt Fast! Early Stopping for Certified Robustness
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Monroe: A Molecular Foundation Model for In-context Probabilistic Inference
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Practical Estimation of the Bayes Optimal Fairness-Accuracy Tradeoff with Soft Labels
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Efficient Forecasting of Task Failures in LLM Agents through Adaptive Fault Injection
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Flash PD-SSM: Memory-Optimized Structured Sparse State-Space Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Cost of Mismatch: Noise Amplification in Zeroth-Order Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Noise-Started One-Step Image Super-Resolution via LR-Conditioned SplitMeanFlow and GAN Refinement
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Improved Weakly Supervised Semantic Segmentation with A Relationally Optimized Prototype Memory Bank Framework
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Christoffel-DPS: Optimal sensor placement in diffusion posterior sampling for arbitrary distributions
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Decomposing how prompting steers behavior
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LogicSR: A Unified Benchmark for Logical Discovery from Data
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Semantic Residual: A Paired-Oracle Decomposition of LLM Multi-Agent Systems under Lossy Channels
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Spectral Transformer Neural Processes
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Compliance Trap: Diagnosing How AI Agents Consume Conflicting Memory
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Feedforward Novel View Synthesis for Heterogeneous Cameras
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Why Routers Freeze: Infinite Width Learning Dynamics for Mixture of Experts
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Submodular Benchmark Selection
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Bridging Scene Generation and Planning: Driving with World Model via Unifying Vision and Motion Representation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LookWhen? Fast Video Recognition by Learning When, Where, and What to Compute
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SCHTs: A Semi-Structured Dynamic Sparse Training Framework for Hardware-Efficient Deep Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Below the Reliability Floor: Recovering True Success from Judge-Gated Loops
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Market Incentives for AI Safety Investment
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Predicting Nothing Beats SAM 3: Revisiting Evaluation in Video Object Segmentation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Temporal Backtracking Search for Test-time Generative Video Reasoning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Selectivity Makes State-Space Models Universal Sequence Approximators
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ProtGlycanDock: Towards Accurate Protein-Glycan Docking with Tailored Dataset, Benchmark and Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning to Ask: Metacognitive Action Policy for Large and Small Language Model Collaboration
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Focusable Monocular Depth Estimation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SWE-Chain: Benchmarking Coding Agents on Chained Release-Level Package Upgrades
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PEIRA: Learning Predictive Encoders through Inter-View Regressor Alignment
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Probability-Conserving Flow Guidance
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Pushing Biomolecular Utility-Diversity Frontiers with Supergroup Relative Policy Optimization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Can 4D Foundation Models Remember?
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Correspondence Pruning by Iterative Structural Rectification
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning the Committor Function using Weighted Ensemble Simulations
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MACRO: Training-free Multi-plane Attention for Closeup Render Optimization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Unified Loss-Aware Density Control for 3D Gaussian Splatting
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Weisfeiler-Leman Is Incomplete on Simple Spectrum Graphs, so Canonicalize Them
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Seeing Together: Multi-Robot Cooperative Egocentric Spatial Reasoning with Multimodal Large Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Support Mismatch as a Benchmark Failure Mode for In-Context Prediction
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MICE: Multi-animal Interaction Context Encoder — A Hierarchical Foundation Model for Mouse Behavior
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Tunable Latent Generative Priors for Compressed Sensing and Inverse Problems
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Mix-Opt: Mixed Optimization for Memory-Efficient Personalization of Text-to-Image Diffusion Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ARK: A Dual-Axis Multimodal Retrieval Benchmark along Reasoning and Knowledge
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MOSAIC: Scaling Long-Horizon Language Agents via Multi-Scale Adaptive Inference Control
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SageSched: Efficient LLM Scheduling Confronting Demand Uncertainty and Hybridity
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Distribution-First Framework for Learning Risk-Sensitive Individualized Treatment Rules
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Euler-Mamba: Learning Resolution-Invariant State Evolution on Polar Manifolds for Asymmetric Pansharpening
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Semantically Complementary Spectral Views Learning for Graph-Level Anomaly Detection
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CoRE-RL: Co-evolving Reasoning Trajectories and Evidence Subgraphs with Learned Evidence Projection
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
On the Last-Iterate Convergence of Clipped Gradient Methods
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
WavCIL: Wavelet Coefficient-Domain Invariant Learning for Dynamic Graph OOD Generalization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Mult-DPO: Multinomial Direct Preference Optimization for Recommender Systems
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Archimedean Copula Inference via Taylor-Mode AD
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EasyLens: A Training-Free Plug-and-Play Subtle-Lesion Representation Amplifier for Medical Vision-Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SayNext-Bench: Why Do LLMs Struggle with Next-Utterance Anticipation?
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
On Making $SE(2)$-Invariant Networks Optimal
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Retrieve What’s Missing: Coverage-Maximizing Retrieval for Consistent Long Video Generation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Detect, Explain, Interpret: An End-to-End Benchmark for Time Series Anomaly Detection, Explainability and Interpretability.
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PhyProbe: Rethinking Physical Consistency Evaluation in Generated Videos
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Single-Shot Conditioning: Test-Time Condition Refinement for Diffusion-Based Image Restoration
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Training-Free Generative Sampling via Moment-Matched Score Smoothing
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Balanced Multi-Task Learning from an Optimality-Gap Perspective
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rest-Tuning: Data-Efficient Adaptation of EEG Foundation Models to Individuals via Resting-State Signals
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Spherical Interpolation for Backward-Compatible Multimodal Representations
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
IFDECORATOR: Wrapping Instruction Following Reinforcement Learning with Verifiable Rewards
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Adaptive Fine-Tuning Scheduler for Multi-Tenant Edge LLM via Convergence-Aware Bandits
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Too Aligned to be Real: Detecting AI-Generated Images via Cross-modal Alignment Shift
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Permit: Permission-Aware Representation Intervention for Controlled Generation in Large Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TIDE: Trajectory-Aware Watermark Propagation for Text-to-Image Diffusion Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SteerVTE: Seamless Video Text Editing with Style and Glyph Control
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PhotoFlow: Agentic 3D Virtual Photography Missions
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AdaptFlow: State-Anchored Goal Conditioning with Flow Matching for Offline Goal-Conditioned RL
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When Are Predictions Enough? An Evaluation Protocol for Frozen Expert Composition
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Overcoming Attention Distraction: Training-Free Latent Communication for Multi-Agent Systems
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Querying Counterfactuals on Tissue Graphs with Supervised Disentanglement
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Efficient Benchmarking Is Just Feature Selection and Multiple Regression
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Speech Tokenizers are Vulnerable: Transferable Semantic Attack and Robust Tokenizer
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
V-LUMEN: Visual Lookup Memory for Embedding Scaling in Vision-Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Block Sparse Flash Attention
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Scaling Neural Motor Decoding via Decoupled Behavioral Pretraining
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Temporal Slice Learning for AI-Generated Video Detection with 400× Fewer FLOPs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Bridging Safety and Performance in Autonomous Systems using Offline Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Harmless in Pieces, Harmful in Motion: Detecting Multi-Agent Jailbreaks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
JRDB-AVR: An Active Visual Reasoning Benchmark for Embodied Agents in Real-World Environments
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Real or Fake: A Dual-Channel Authenticity and Reasoning Protocol for Photographic Assessment
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DAPS: Dependency-Aware Premise Selection for LLM Theorem Proving
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Dynamic Model Merging Made Slim
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LiSA: Lifelong Safety Adaptation via Conservative Policy Induction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Geometry-Regularized Collapse Resistance via Consensus Enhancement for Federated Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
$\mathrm{Bounded\mbox{-}RS}$: A Bounded Evaluation Protocol and Testbed for Representational Systematicity
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Mental Health AI Must Move Beyond Diagnostic Prediction and Chat-Based Support: Toward Perspective-Aware, Multisensory Co-Experience
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hide to Guide: Learning via Semantic Masking
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FLAME: Flow Enhanced Legendre Memory Models for General Time Series Forecasting
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Self-Correction as Transition Geometry: Internalizing Reasoning via Lifted State Policy Optimization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Atomic Trajectory Modeling with State Space Models for Biomolecular Dynamics
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Modeling quantum neural network gradient with reinforcement learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ConforFlux: Particle-Guided Trunk Repulsion for Diverse Protein Conformations
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CRESiST: Self-Enhancing Exploritive Policy Learning for Simultaneous Speech Translation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MySign: A High-Fidelity Motion-Capture Dataset for 3D Sign Generation in Bahasa Isyarat Malaysia
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From Matching to Reasoning: Query-Aware Long Video Summarization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Magnifying What Matters: Attention-Guided Adaptive Rendering for Visual Text Comprehension
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SkillForge: Co-Evolving Skills and Agents via Dynamic Skill Lifecycles
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hit Expansion via Localized Exploration of Synthesizable Chemical Space
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Differential Vector Erasure: Unified Training-Free Concept Erasure for Flow Matching Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ResFusion: Medical Image Fusion Driven by Implicit-Forward Diffusion and Time-aware Joint Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Piggyback Hypothesis of Generalization: Explaining and Mitigating Emergent Misalignment
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning From Failures: Efficient Reinforcement Learning Control with Episodic Memory
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TriSpec: Ternary Speculative Decoding via Lightweight Proxy Verification
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PAMod: Modeling Cyclical Shifts via Phase-Amplitude Modulation for Non-stationary Time Series Forecasting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Understanding the Effects of Hyper-Connections on Self-Attention Dynamics: A Bifurcation Analysis
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning-Augmented Online Portfolio Selection: Optimal Robustness-Consistency Tradeoffs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AgentForesight: Online Auditing for Early Failure Prediction in Multi-Agent Systems
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MegaStyle: Constructing Diverse and Scalable Style Dataset via Consistent Text-to-Image Style Mapping
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Can AI Agents Synthesize Scientific Conclusions?
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SkillOrchestra: Learning to Route Agents via Skill Transfer
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
UpSafe℃: Upcycling for Controllable Safety in Large Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Structural Blindness in Latent Data Assimilation: Representation Geometry Misleads Sensor Design
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EditBridge: Towards Faithful and Efficient Ultra-High-Resolution Image Editing
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CoLVR: Enhancing Exploratory Latent Visual Reasoning via Contrastive Optimization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Outcome Rewards: Process-Aware Optimization for Search Agents
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Multilingual Safety Alignment via Self-Distillation
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Cost-Efficient Autoscaling for Latency-Constrained Disaggregated LLM Serving
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Continually Evolving Skill Knowledge in Vision Language Action Model
[
Slides]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Systematic Hazard Sampling: Minimal-Variance Inference for Discrete Diffusion and Flow Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Joint Sequence--Vocabulary Selection for Efficient LLM Distillation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Towards Self-Supervised, Generalizable and Decomposable 4D Driving Scene Reconstruction
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Claude Coke: Prevent Automated Crime by Agents
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Noise-Regularized Training for Learned Image Compression
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CoreQ: Learning-Free Mismatch Correction and Successive Rounding for Quantization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LoReC: Rethinking Large Language Models for Graph Data Analysis
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SOAP-Bubbles: Effective and Scalable Variational Learning with Structured Covariances
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
URDF-Anything+: End-to-End Generation for Simulation-Ready Articulated Assets
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SCION: Scene Composition via Instanced Neural Primitives
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Causal discovery needs explicit epistemic standards
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DualDrift: Combining Forward and Reverse Drifts for One-Step Generative Modeling
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RadOmni: Advancing Foundation Model for Non-contrast CT with Omni Radiology Knowledge
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SPACE: Unifying Symmetric and Asymmetric Routing Problems for Generalist Neural Solver
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Vision Transformers Learn Gestalt-Like Figure-Ground Cues from Natural Images
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Agentic Multi-Turn Reasoning: A Fairness Approach
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Structure-aware Reinforcement Learning for Protein Directed Evolution
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Pion: A Spectrum-Preserving Optimizer via Orthogonal Equivalence Transformation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
What Sketches Tell Us about LVLMs: Conventions, Grounding, and Localisation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Effective Knowledge Conflict Detection via Joint Agentic Optimization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MonarchRT: Efficient Attention for Real-Time Video Generation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MoRe-DVC: Motion Retrieval-Augmented Generation for Detailed Video Captioning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Distributionally Robust Black Box Optimization-based Bidding Strategy in Auction-based Federated Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Local Intrinsic Dimension Unveils Hallucinations in Diffusion Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BoardGameArena: A Multi-Dimensional Benchmark for Strategic Reasoning of LLMs in Board Games
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SphMind: Towards Robust, Training-Free VLM-based Spatial Reasoning with a 360 Camera
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DASM: Dynamic Autoregressive Subgraph Mining via Two-Stage Policy Alignment
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
$\text{PartConcepts}$: A Unified Mechanism for Fine-Grained Part Localization and Generation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LiteNav: Lightweight Map-free Outdoor Visual Navigation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond One-Size-Fits-All: Diagnosis-Driven Online Reinforcement Learning with Offline Priors
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Linear Contextual Bandits with Quasi-Optimism
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Few-shot Task Learning via Compositional Concept Inference
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PermaVid: Consistent Video Generation Across Edits via Disentangled Context Memory
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Just Ramp-Up: Debiasing Regression-based Estimator for A/B Tests under Network Interference
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hidden Measurement Error in LLM Pipelines Distorts Annotation, Evaluation, and Benchmarking
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LADDERS: Length-Aware Data Distribution and Existing-Response Speculation for Fast RL Rollout Generation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Program-as-Weights: A Programming Paradigm for Fuzzy Functions
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Row Alignment: Virtual-Camera-Aware Online Stereo Rectification
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PDE-SSM: A Spectral State Space Approach to Spatial Mixing in Diffusion Transformers
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ManiTaskGen: A Comprehensive Task Generator for Benchmarking and Improving Vision-Language Agents on Embodied Decision-Making
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FinMTM: A Multi-Turn Multimodal Benchmark for Financial Reasoning and Agent Evaluation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Federated Unlearning with Gradient Adaptive Shaping
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DN-Flow: Driver–Navigator Structured Flow Matching for Mixed-Type Tabular Data Generation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
InfCoiL: Coordinated Planner-Controller Learning for Closed-Loop Physics-Based Human-Object Interaction
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TracingFlow: A Simulation-Free Trajectory Inference Framework Based on Second-Order Dynamics
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Implicit Bias of Hyperbolic Representation Learning for Multiclass Data: A Busemann Risk Perspective
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Dynamic Physical Adversarial LED Patterns via Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Active Learning From Positive and Unlabeled Examples
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning with Multiple Correct Answers - Regret Bounds under Different Feedback Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hydra-X: Native Unified Multimodal Models with Holistic Visual Tokenizers
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MahaVar: OOD Detection via Class-wise Mahalanobis Distance Variance under Neural Collapse
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PHIONet: Port Hamiltonian Inertial Odometry Network
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Contrastive Retrieval Heads for Improved Attention-Based Reranking
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Geometry of Agent Skills: Non-Commutative Composition in Representation Space
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
High-arity Sample Compression
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FACETS: Cross-Granularity Vision--Language Modeling for 3D Anomaly Detection
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Clapping: Removing Per-sample Storage for Pipeline Parallel Learning with Communication Compression
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Cross-Interaction Neural Architecture for Submodular Functions
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SMI: Statistical Membership Inference for Reliable Unlearned Model Auditing
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Nerve-Skeleton Message Passing for Federated Optimization with Overlapping Parameters
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
NesyProAct: Proactive Neural-Symbolic Control for Web Agents
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Anytime-Valid Conformal Risk Control
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PhySPRING: Structure-Preserving Reduction of Physics-Informed Digital Twins via Graph Neural Networks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Constrained Factorization with Diagonal Scaling: Rank-Revealing Training and Pruning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MoME: Mixture-of-Memory Embeddings for Context-Aware Sparse Lookup
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Adaptive Gated Simplicial Propagation for Node Classification in Multimodal Graphs
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VidUEU-Agent: A Data-Curation Agent for Multimodal Understanding, Editing, and Unified Tasks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Towards Explainable Industrial Anomaly Detection via Knowledge-Guided Latent Reasoning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
G2Fusion: Geometric-to-Generative Image Fusion via Registration-Restoration Evolution
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PI-EDG: Physics-Informed Full-Space Electron Density Generation from Molecular Geometry
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Price of Locality in Label Privacy: Optimal Rates for Classification and Regression
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Adversarial Gait: Detecting Visual Adversarial Attacks against Vision-Language Models via Self-Targeted Gradient Characterization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VLRS-Bench: A Vision-Language Reasoning Benchmark for Remote Sensing
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Analyzing and Guiding Zero-Shot Posterior Sampling in Diffusion Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PACE: A Proxy for Agentic Capability Evaluation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SPIRAL: Self-Evolving Action-Conditioned Video Generation via Reflective Planning Agents
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Unveiling Memorization–Generalization Coexistence: A Case Study on Arithmetic Tasks with Label Noise
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Attacker in the Mirror: Breaking Self-Consistency in Safety via Anchored Bipolicy Self-Play
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LACE: Latent Alignment via Counterfactual Embeddings
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Temporal Prototype Alignment for Frozen-Feature Dataset Distillation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SpikeSTAG: A Dendritic Compartmental Spiking Graph Network for Multivariate Time-Series Forecasting
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VEX-Bench: Benchmarking Verification Complexity of LLM-Generated Misinformation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Phase Kernel Lifts Capacity of Dense Associative Memory
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
QT-Net: Rethinking Evaluation of AI Models in Atomic Chemical Space
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
WaveGen: Truly End-to-End Waveform Generation via Internal Spectral Trajectory Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Breaking Information Islands in Sparse Tuning via Small-World Connectivity
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
They Can See It but not Say It: Iterative Self Knowledge Re-expression in Visual Reasoning Relative Pose Identification
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Contextual Causal Dynamics for Robust Exploration in Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HiFloat4 Format for End-To-End Reinforcement Learning Post-Training of Large Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Predictive Representation Learning for Partially Observed Neural Dynamics
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
3D Molecule Generation from Rigid Motifs via $\mathrm{SE}(3)$ Flows
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Decomposing Temporal and Job-Induced Dynamics for Probabilistic Computing Workload Forecasting via Graph-Conditioned Dual-Branch Diffusion
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
NPCBench: A Clinical Apprenticeship Benchmark for Guideline-Constrained Care-Pathway Reasoning in Nasopharyngeal Carcinoma
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Overcoming Catastrophic Forgetting in Visual Continual Learning with Reinforcement Fine-Tuning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Winning the Symmetry Lottery: Learning Invariance from Data Augmentations with Transformers
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
InfoFlow: A Framework for Multi-Layer Transformer Analysis
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When to Inject the Target: Stage-Decoupled Guidance for Diffusion-Based Targeted Adversarial Attacks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BiasTrojan: LLM Judgers Are Easily Distorted by Few Hundreds of Contrastive Biased Training Data
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PIU-CR: Physics-Informed Deep Unfolding Network with SAR-Optical Image Fusion for Cloud Removal
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Conflict-Suppressed RAG: A Simple Decoding-Time Framework for Faithful Retrieval-Augmented Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Edge of Stability Selectively Shapes Learning Across the Data Distribution
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Drift-Aware Multimodal User Representation Learning via Multi-Scale Temporal Modeling and Sparse Mixture-of-Experts
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Characterizing Trainability of Instantaneous Quantum Polynomial Circuit Born Machine
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Deep Learning-based Algebraic Reynolds Stress Closures for RANS simulations of Turbulent Flows
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Neuro-KE: Knowledge-Guided Interfaces for Semantically Grounded EEG Foundation Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
StreamPhy: Streaming Inference of High-Dimensional Physical Dynamics via State Space Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Contact Geometry for Generative Models: An Unbalanced Optimal Transport Formulation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AcceleGrad#: Adaptive Geometry-Aware Acceleration
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
End-to-End Identifiable and Consistent Recurrent Switching Dynamical Systems
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Fast 4D Mesh Generation by Spatio-Temporal Attention Chains
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Understanding Randomization in Greedy Model Search
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Seeking the Unfamiliar but Memorable: Conceptual Creativity as Meta-Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Theory of Time-Sensitive Language Generation: Sparse Hallucination Beats Mode Collapse
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Stable Max Coverage Under a Cardinality Constraint
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Cross-Question Reliable Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Towards Closing the Autoregressive Gap in Language Modeling via Entropy-Gated Continuous Bitstream Diffusion
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ReorgGS: Equivalent Distribution Reorganization for 3D Gaussian Splatting
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Online Data Selection for Instruction Tuning via Gaussian Processes
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A mathematical theory of balancing relational generalization and memorization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When to Trust a PFN: Detecting Harmful Shift in Tabular Foundation Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Neuron Populations Exhibit Divergent Selectivity with Scale
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SolvMix: Learning Formulation-State Landscapes for Liquid Electrolyte Conductivity Prediction
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Training Long-Context Vision-Language Models Effectively with Generalization Beyond 128K Context
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Regularization Paths for Continuous DAG Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Test-Time Learning with an Evolving Library
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Adaptive Prior Selection in Gaussian Process Bandits with Thompson Sampling
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Robust Offline Reinforcement Learning against Out-of-Distribution Dynamics in Autonomous Driving
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FiLoRA: Focus-and-Ignore LoRA for Controllable Feature Reliance
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MulCLIP: A Multi-level Alignment Framework for Enhancing Fine-grained Long-context CLIP
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Transcoder Adapters for Reasoning-Model Diffing
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DrawingsDreamer: A Unified Multi-View Engineering Drawings Generation Model
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Model Spec Midtraining: Improving How Alignment Training Generalizes
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Understanding Gradient Orthogonalization for Deep Learning via Non-Euclidean Trust-Region Optimization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Matter of Interest: Understanding Interestingness Judgments of Math Problems in Humans and Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MMDiff: Multimodal Model Diffing for Feature Discovery and Control
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RealityTest: How People Probe AI Identity and Whether Models Disclose It
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Distilling Conditional Image Generators into Spatial Effect Maps
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rethinking State Tracking in Recurrent Models Through Error Control Dynamics
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SAFE-DRIFT: Data Selection for Supervised Fine-tuning with Controllable Off-Target Drifts
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Butterfly Effect in Reasoning: Branch-Structured Distributional Memory for Stochastic Agents
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The SuperActivator Mechanism: Transformers Concentrate Reliable Concept Signals in the Tail
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Steering Fields: Adaptive Vector Fields for Safe Image Generation and Beyond
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Best-of-$N$ Guidance for Test-time Diffusion Alignment
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SympFNO: Structure-Preserving Fourier Neural Operators for Physical Surrogate Modeling
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Why Jailbreaks Succeed in Diffusion Language Models: An Energy Landscape Analysis
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EIHMR: Collaborative Human-Camera Estimation for Global Human Mesh Recovery
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FTerViT: Fully Ternary Vision Transformer
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Prediction: Steering VLM Agents with Retrospective World Modeling
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PhysFormer: Learning to Simulate Mechanics in World Space
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SynDORBench: Evaluating LVLM Perceptual Robustness Under Physically Constrained Visibility Conditions
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Retrieval-Centric Deep Learning in Growing Nonparametric Neural Networks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ESSAM: A Novel Competitive Evolution Strategies Approach to Reinforcement Learning for Memory Efficient LLMs Fine-Tuning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Why Struggle with Continuous Latents? Interpretable Discrete Latent Reasoning via Rendered Compression
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Global Alignment: Structured Compositional Reasoning for Vision-Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Path-independent Flow Matching for Multi-parameter Generative Dynamics
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GLACIER: Rethinking Mass Spectrum Prediction as an Object Detection Problem
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SkiP: When to Skip and When to Refine for Efficient Robot Manipulation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Train-free Data Poisoning Attack against Retrieval-augmented Diffusion Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Are LLM Safety Judges Policy-Invariant? A Three-Principle Stress-Test
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Urbex: Agentic Spatial Grounding for City-Scale 3D Scenes
[
Slides]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PhysGuard: Fisher-Guided Gradient Projection for Sim-to-Real Neural PDE Surrogates
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LYNX: Learning Dynamic Exits for Confidence-Controlled Reasoning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Avoiding Obfuscation with Prover-Estimator Debate
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Exploring the Limits of Compositional Generalization in Vision-Language-Action Manipulation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FrameSelect: A Unified Library for Video Frame Selection and Evaluation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Unlocking Fine-Grained Perception in CLIP via Structurally-Aware Latent Masked Modeling
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DexMirror: Real-to-Sim Scene Mirroring for Sim-to-Real Dexterous Manipulation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Brittlebench: Quantifying LLM robustness via prompt sensitivity
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Preventing Error Cascades in Long-Horizon Multimodal Agents with Edge-Reliability Graph Memory
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Deferred Aggregation in Hierarchical Bayesian Optimization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HOPSE: Scalable Higher-Order Positional and Structural Encoder for Combinatorial Representations
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rare-Class Signal Suppression in Long-Tailed Multi-Expert Fine-Tuning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Few-Shot Visual Concept Extraction for Steering Diffusion Transformers
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
OPSRL-SSP: Optimistic Posterior Sampling for Stochastic Shortest Path with Minimax-Optimal Regret
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Inside the Loop: A Mechanistic Study of Weight-Tied Transformers on Depth-Bound Algorithmic Tasks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Post-Selection Distributional Model Evaluation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Constrained Stochastic Spectral Preconditioning Converges for Nonconvex Objectives
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Mitigating Asymmetric Boundary Encroachment in Continual Learning of Vision-Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FLARE: Full-Modality Long-Video Audiovisual Retrieval Benchmark with User-Simulated Queries
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HDL-RepoBench: Multi-Paradigm Repository-Level Code Completion for Hardware Design Languages
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TanGCE: Manifold-Aware Concept Erasure
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Self-Rewarding Sequential Monte Carlo for Masked Diffusion Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sparsely-Supervised Data Assimilation via Physics-Informed Schrödinger Bridge
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Knowledge Localization in Mixture-of-Experts LLMs Using Cross-Lingual Inconsistency
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Large Language Models Enhanced Covariate-adjusted Response-adaptive Randomization Design
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Slide P2V-Bench: A Cross-Domain Benchmark for Slide-Centric Scientific Paper-to-Presentation Video Generation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Visual Boundaries: Rethinking Scene Segmentation for Movie RAG
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VAANI: Capturing the language landscape for an inclusive digital India
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Assessing Sample Quality in Conditional Generation under Compositional Shift
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AgroOmni: A Large-Scale Multi-view Agricultural Dataset for Cross-Scale Multimodal Reasoning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ORCA: Hunting Compositional Failures in Text-to-Image Diffusion
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Approximation in Contrastive Representation Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Same Words, Different Judgments: How Preferences Vary Across Modalities
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Unaligned Image Guided Denoising via Cross-modal Conditional Flow Matching
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Robust and Efficient Continual Model Merging via Global Singular Subspace Separation and Restoration
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reverse to Advance: Teleoperation-Cost Effective Hard Policy Learning from Reversed Easy Tasks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BoxTuning: Object-Aware Visual Prompting for Multimodal Model Fine-Tuning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Bayesian Optimization with Fisher Information Geometry: Gradient Bounds and Trust-Region Methods
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Scaling Laws for Synthetic Pretraining in Radio-Map Prediction
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Displacement Geometry Captures Platonic Shared Reality Across Models and Modalities
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reliability-Budgeted Edge–Cloud Adaptation for Continual Multimodal Dehazing on UAV
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Medmarks: A Comprehensive Open-Source LLM Benchmark Suite for Medical Tasks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TimeTraveler: Temporal Strategy Planning with Time Dictionary for Streaming Video Understanding
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rethinking Forward Processes for Score-Based Nonlinear Data Assimilation in High Dimensions
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Identifying Latent Neural Dynamics with Recognition-Parameterized Gaussian Process Dynamical Systems
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Integrating Strengths of Different Multi-Agent Workflows via Step-Aware Hybrid Topology Planning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Token Representations: Explicit Visual Object Grounding for Video Reasoning Segmentation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ML Configuration Artifacts Should Be Closed Under Review
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Enhancing Gaze Reasoning in Vision Foundation Models for Gaze Following
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Guidance For Prior Change via Density Ratio Estimation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GauGal: Gaussian-Galerkin Electromagnetic Inverse Scattering Imaging
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Jointly Reinforcing Diversity and Quality in Language Model Generations
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Isharah-Selfie: Continuous Sign Language Recognition Dataset for One-handed Signing
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Variational Cover Modification Steganography
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
$\texttt{bispectrum}$: Selective $G$-Bispectra Made Practical
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Selective Disk Bispectrum: A Complete and Rotation Invariant Image Descriptor
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Functional Gradient Descent with Adaptive Representations
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Watching Itself Watch: Self-Auditing Visual Reliance for Video Reasoning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Interleaved Latent Thinking and Adaptive Termination for Efficient Reasoning LLMs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Causal-Geo: Neuro-Symbolic Spatial Grounding for Situated Agent Planning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Joint EM Image Super-Resolution and Segmentation with Semantic and Structural Priors
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Compose Your Oracles: Off Policy Improvement with Aggregated Guidance
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Serialization Tax in Shared-Latent Exchangeable Decisions
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SceneShifter: Training-free Multi-Scene Temporal Control for Audio-driven Human Animation
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reliable Chain-of-Thought via Prefix Consistency
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Trajectory Evaluation via Rollout-Free World Model for End-to-end Autonomous Driving
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Analyzing Learning-Dynamics Across Loss and Prediction Choices for Diffusion Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
StructLens: A Structural Lens for Language Models via Maximum Spanning Trees
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The PokeAgent Challenge: Competitive and Long-Context Learning at Scale
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CORAL: A Benchmark for Structure-aware and Brain-wide Neuron Reconstruction in Light Microscopy
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AssayBench: An Assay-Level Virtual Cell Benchmark for LLMs and Agents
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Simple Unigram Cross-Entropy Lens on the Lexical Imprint of Pre-training Data
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Wasserstein Gradient Flows and Forward-Only Diffusion Are Not Enough for Multimodal Sampling
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Causal heteroscedastic structure learning from incomplete temporal data
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MindGames:A Multi-Agent Benchmark and Trajectory Dataset for Evaluating Social and Strategic Reasoning in LLMs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Metropolis-Scale Road Network Datasets for Fine-Grained Urban Traffic Modeling
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Visual-Advantage On-Policy Distillation for Vision-Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Memory Efficient Unified Algorithm for Online Learning of Linear Dynamical Systems
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DPA: Decentralized Primal Averaging with Quasi-Global Momentum for Highly Heterogeneous Data
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LAPrune: Logits-Aligned Scoring Proxy for KV Pruning via Vector Quantization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
How Much Information is Needed for Accurate Kalman Filtering?
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ChildPose: Foundation for Children Pose Modeling
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FlowLeak: Coverage-Guided Extraction of Dynamic Workflows in LLM-Based Multi-Agent Systems
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Matched-Budget Audit Framework for Recaptioned Image-Text Supervision Distributions
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FedSOUL: Federated Continual Unlearning via Spectral Orthogonality
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PrismFlow: Residual Dynamics for Flow Matching in Time-Series Generation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond the Node Barrier: Zero-Shot Strategy Planning for LLM Training on Super-Nodes
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Attention Sinks Induce Gradient Sinks: Massive Activations as Gradient Regulators in Transformers
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GPU Hierarchy Meets Structured Matrices: Fast Algorithms for State-Space Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Last-Iterate Convergence of Single-Loop Stochastic Methods for Constrained Convex-Concave Minimax Problems
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Paloma: Phase-Conditioned Residual Modulation for Time Series Forecasting
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Harnessing Image Diffusion Prior for Photo-Realistic Video Restoration
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Provably Accurate Shapley Value Estimation in High Dimensions via Sparse Leverage Sampling
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Scaling Laws and Tradeoffs in Recurrent Networks of Expressive Neurons
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Biomedical Acquisition-induced Style Shifts as Mixture Shifts: Style-aware Mixture-of-Experts Multimodal Prompt Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reinforcement Learning with Verifiable Physics: Post-training LLMs for PDE Solver Generation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Minimax Optimal Two-Sample Testing under Local Differential Privacy
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Valid Best-Model Identification for LLM Evaluation via Low-Rank Factorization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ThinkSafe: Self-Generated Safety Alignment for Reasoning Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learn where to Click from Yourself: On-Policy Self-Distillation for GUI Grounding
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TriAxialKV: Toward Extreme Low-Precision KV-Cache Quantization for Agentic Inference Tasks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Combating Data Laundering in LLM Training
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FlowMoP: Stochastic Multi-Person Motion Prediction
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
fNIRSAtlas: A Large-Scale Benchmark for Functional Near-Infrared Spectroscopy Classification
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Seeing Together, Acting Apart: Shared Environmental Understanding for Multi-Robot Navigation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Full Fine-Tuning Is Not the Problem: Why Adam Fails and SGD Succeeds in Few-Shot CLIP Adaptation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CausalBind: Causal Modeling and Learning for Protein-Molecule Virtual Screening
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CRePE: Curved Ray Expectation Positional Encoding for Unified-Camera-Controlled Video Generation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Practical Adversarial Attacks on Stochastic Bandits via Fake Data Injection
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Towards Principled Fine-Grained MoE Expert Pruning via Pseudo-Boolean Approximation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
xHC: Expanded Hyper-Connections
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PhysDNet: Physics-Driven Gradient Amplification for Real-Time Image Dehazing
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
OS-Omni: A Cross-Platform Benchmark for Generalist Computer-Using Agents
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The World is Not Mono: Enabling Spatial Understanding in Large Audio-Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Membrane Sensitivity and Deployment Fragility of Learnable Time Constants in Spiking Neural Networks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Persistent Planar Memory for Video World Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Direct Estimation of Schrödinger Bridge Time-Series Drifts: Finite-Sample, Asymptotic, and Adaptive Guarantees
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Active Memory Feedback Loop for Fast–Slow Dynamics in Liquid Neural Networks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Vortex: Efficient and Programmable Sparse Attention Serving
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Readiness-Aware Sample Selection for Noisy Labels with Class Imbalance
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
On the fundamentals of gradient-based SAT solvers
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CivBench: A Long-Horizon Benchmark for Tool-Mediated Agents in Civilization VI
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Meow-Omni 1: A Multimodal Large Language Model for Feline Ethology
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MSP: Modality Self-Play for Training Multimodal LLMs Without Paired Cross-Modal Data
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Birth-Death Structural Learning for 3D Gaussian Splatting
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GeoMamba: Geometry-Aware State Space Modeling for Image Restoration
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Refinement as a Service: Algorithmic Predictor Refinement
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Where and When Identity Forms: Identity-Vital Attention Redistribution for Training-Free Subject-Driven Generation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Zeroth-Order Sharpness-Aware Learning with Exponential Tilting
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
High-Dimensional Robotic Reinforcement Learning with Developing Synergies
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Downstream Scores: Controlled Diagnostics for Point-Cloud Self-Supervised Learning Evaluation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Every Sample Counts: Supervised Fine-Tuning of Language Models with Pointwise Constraints
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MonoChunk3D: Monocular Online 3D Instance Segmentation with Persistent Instance States
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Identifying and Mitigating Diversity Collapse in Zero-Shot Personalization with I2I Editing Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RotMoLE: Enhancing Mixture of Low-Rank Experts through Rotational Gating Mechanism
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Flow Matching from Viewpoint of Proximal Operators
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
L-FAME: Longitudinal Focused Attention Meditation EEG Dataset and Benchmark
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Feature Disruption: Boundary-Diverting Unlearnable Examples against Linear Probing
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Disentangling Homophilic and Heterophilic Patterns for Multi-Domain Graph Foundation Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MorphSIG: Subject-Driven Image Generation via Decoupled Anchoring and Feature Transport
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
$R^3$: 3D Reconstruction via Relative Regression
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Predicting Species Splits: A Challenging Fine-Grained Benchmark for Category Discovery
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
NoTA: Normalized Tensor Adaptation for Parameter-Efficient Continual Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Align Before Aggregation: Basis-Consistent Federated LoRA under Heterogeneous Ranks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BEAST3D: animal behavioral analysis and neural encoding from multi-view video via Gaussian splatting
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hybrid Neural World Models for Physical Dynamics
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
KuaiRecV2: Benchmarking Large-Scale Continual Learning for Diversified and Multi-task Recommendation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Subjectivity of Monoculture
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Natural Jammers: When Non-Robust Features Become Antagonistic
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rethinking Knowledge Distillation for Diffusion Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Online Conformal Abstention for Factuality Control Under Adversarial Bandit Feedback
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Morpho-Temporal Decoupling: How Primate Neurons Expand Dendrites Without Losing Speed
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Parameter Arithmetic: Sparse Complementary Fusion for Distribution-Aware Model Merging
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TerraVis: Towards Evaluation of World-Grounded Visual Consistency in Text-to-Image Generation via MLLM Workflows
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Concept-Based Mechanistic Interpretability Needs a Concrete Evaluation Paradigm
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A2I: Adjacency-to-Image Structural Encodings for Graph Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Attention-Based Sampler for Diffusion Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LLM-enabled Applications Require Systematic Threat Monitoring
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DTA-GT: Direction- and Topology-Aware Graph Transformer for Neural Network Representation Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Memory is Not Search: Towards Proactive, Lifelong Memory in AI
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Meta-Reinforcement Learning with Zero-Shot Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Trustworthy AI Must Account for Interactions
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Spatial-temporal Attributes Enhanced Prompt Weighting and Fusion for Video Recognition
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VisEditBench: A Benchmark for Vector-Format Diagram Editing with Visual Instructions
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Second-Order Complexity Theory for Neural Networks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Self-Supervised On-Policy Reinforcement Learning via Contrastive Proximal Policy Optimisation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When to Trust Memory: Retrieval-Guided Probabilistic Spatiotemporal Forecasting under Distribution Shift
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Discrete Neural Interlingua for Ontology-Agnostic EHR Modeling
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Predictive but Not Plannable: RC-aux for Latent World Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Auditing Correlated Failures in Frozen-Feature Pretrained-Encoder Pools for Medical Segmentation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VLMs Trace Without Tracking: Diagnosing Failures in Visual Path Following
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Adaptive Communication Range for Scalable Cooperative Multi-Agent Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Explanation Multiplicity in SHAP: Characterization and Assessment
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Locating and Repairing Domain Shift in VLM Trajectory Planning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Separating Common and Unique Directions for Model Merging
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Is Complex Training Necessary for Long-Tailed OOD Detection? A Re-think from Feature Geometry
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reinforcement Learning for Exponential Utility: Algorithms and Convergence in Discounted MDPs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DinoComplete: 3D Shape Completion with Distilled Semantic Priors and State Space Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning the Context of Errors: Black-Box Online Adaptation of Time Series Foundation Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Alignment Illusion in Multimodal Large Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Brain Economy-Aligned Graph Transformers
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Temperature-Regulated Stochastic Sampling for Diffusion-Based High-Quality Molecular Generation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Bridging the Modality Bottleneck in Pathology MIL through Virtual Molecular Staining
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Bellman Residual Minimization for Control: Geometry, Stationarity, and Convergence
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MLAIRE: Multilingual Language-Aware Information Retrieval Evaluation Protocol
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Bounds on Extrapolation across Phase Transitions with Generalized Regression
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Uniform Stability and Generalization Error of GD and SGD on Fixed-Point Parameters
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Few-Step Cofolding with All-Atom Flow Maps
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Deep Barycentric Regression for Optimal Transport Map Estimation and its Statistical Optimality
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SGEvolve: Semantic Gradient Guidance for LLM-Driven Evolutionary Search
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Before Words, Beyond Speech: Evaluating Nonverbal Social Reasoning in Early Childhood
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Geometry is an Operator: Lie-Algebraic Space Routing for View-Robust 3D MLLMs
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Verified-Source Authority Is Not Generic Sycophancy: Cue-Family Decomposition of LLM Compliance
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Compact SO(3) Equivariant Atomistic Foundation Models via Structural Pruning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
NNCoxKL: Risk-Set Distillation from Probability-Free Prognostic Teachers for Deep Cox Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Blur Issue Matters for Thermal Novel View Synthesis: A Floating Gaussian Suppression Approach
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Co-evolution: A "One-to-many" LLM Fine-Tuning Paradigm
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reliability-Coupled Manifold-Aware Diffusion for Missing-Modality Inference
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Optimizing Analytic Constants via AI-Guided Lean Proof Refinement
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Trust, but Don’t Verify: Epistemic Blind Spots in LLM Source Evaluation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Benchmarks Design under Data Scarcity: From Coarse Labels to Diagnostic Evaluation of Biosynthetic Gene Cluster Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ClusterSplat: Semantic Cluster Selection for 3D Visual Grounding in Gaussian Splatting
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SelfGuard: Self-Supervised Deviation Modeling for Multi-Modal Jailbreak Detection
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Estimating Implicit Regularization in Deep Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
STEMFly: Enhancing UAV Vision-Language Navigation via Sensor Grounding, Temporal Diversity and Episodic Memory
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DecQ: Detail-Condensing Queries for Enhanced Reconstruction and Generation in Representation Autoencoders
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Robust Satisficing Ensemble: Scalable Model Aggregation Under Distribution Shifts
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Region-Normalized DPO for Medical Image Segmentation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
JEDI: Real-Time Jailbreak Defense for LLMs via In-Generation Detection and Intervention
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Efficient Learning of Truncated Boolean Product Distributions: Influence to the Rescue
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Simplified Reversible Residual Networks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Augmented Lagrangian Predictive Coding
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Symb-xMIL: Symbolic Explanations for Multiple Instance Learning in Digital Pathology
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
C2FT: Enhancing Fine-Grained Perception in MLLMs via Confuse-then-Contrast Fine-Tuning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Boosting Graph Contrastive Learning via Manifold-Guided Representation Disentanglement
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Cross-Model Transfer Attacks against Large Vision-Language Models via Model Diversity Enrichment and Stochastic Parameter Sampling
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Correct, Route, Calibrate: Efficient Preference Optimization from Noisy, Heterogeneous Human Feedback
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PosterDuet: Co-Evolving Design Generation and Reward Optimization for Product Poster Synthesis
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HOGWARTS: Mitigating Perspective Distortion for 6DoF Head Pose Estimation via Virtual Camera Space
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Matching-Based Few-Shot Semantic Segmentation Models Are Interpretable by Design
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Frontier Coding Agents Use Metaprogramming to Adapt to Unfamiliar Programming Languages
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FAST-Brain: A Flow-Aligned Spatio-Temporal Surrogate Brain Model
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PHMForge: Evaluating LLM Agents on Industrial Prognostics through MCP-Native, Algorithm-Grounded Tools
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
No Free Best-of-Both-Worlds Learning in Repeated Bilateral Trade
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SurgVista: Long-Horizon Surgical World Modeling with Plausible Instrument-Tissue Dynamics
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
WorldMemArena: Evaluating Multimodal Agent Memory Through Action–World Interaction
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ImmuVis: Hyperconvolutional Foundation Models for Imaging Mass Cytometry
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Pandora's AI Model Routing Box: Efficient Allocation with Costly Value Estimation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Norm Enforcement for AI Agents: Robustly Shaping Behavior in Multi-Agent Systems
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From Generation to Restoration: Residual Diffusion for Neural Channel Decoding
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Vision Token Pruning via Query-Vision Interaction Decomposition
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VidVec: Unlocking Video MLLM Embeddings for Video-Text Retrieval
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Revisiting Incremental Learning: A Three-Interface Diagnosis of Stability and Plasticity
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Alignment Tax Concentrates in Output Projections
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AHPA: Adaptive Hierarchical Prior Alignment for Diffusion Transformers
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Geometric Gain Graph: Zero-Token Graph Construction for Multi-Hop RAG
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LoRAcles: Self-Supervised Weight-Space Interpretability at Scale
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Plan2Sense: Open-World Task Planning in Epistemic States via Interleaved Ontic and Sensing Actions
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FedIBS: Federated Vision-Language Adaptation via Intrinsic Bias Selection
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CompactAttention: Accelerating Chunked Prefill with Block-Union KV Selection
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Efficient Off-Policy RL for Video Generation via Forward-Consistent Reward Matching
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SO(3)-Equivariant Learning on CAD Boundary Representations
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
UniForm: Segment-Aware GRPO for Joint Punctuation Restoration and Inverse Text Normalization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PATH: A Dual Perspective for High-quality Text-attributed Graph Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Block Catastrophe of Marginal Calibration in Certified Requirements Traceability
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Decoupling Label Shift and Surrogate Gradient Errors for Robust Federated Spiking Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
INEUS: Iterative Neural Solver for High-Dimensional PIDEs
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Extraneous Cognitive Load in Large Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Component-Based Out-of-Distribution Detection
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Composition-RL: Compose Your Verifiable Prompts for Reinforcement Learning of Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Logarithmic Depth Suffices for In-Context Gradient Descent
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Task Success Is Not Enough: Side-effect-Aware Evaluation of Tool-Using Language Model Agents
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Thinking with Imagination: Agentic Visual Spatial Reasoning with World Simulators
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Step-by-Step Optimization-like Reasoning in LLMs over Expanding Search Spaces
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LUMOS: Tracing Parametric Knowledge from Training Data to Behavioral Outputs in LLMs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Achieving Better Local Regret Bound for Online Non-Convex Bilevel Optimization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Unifying Perspective on Language Model Interpretability
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Test-Time Graph Anomaly Detection via Shifted Augmentation with Dynamic Objective Scheduling
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MIRAGE: Hierarchical MI-Surrogate Regulation for Graph Contrastive Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Crossing the Validation crisis: Cross-validation reduces benchmarking variance surprisingly well
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Safety-Aware Latent Space Reasoning in Large Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Anchoring Physiological Invariance, Expanding Domain Plasticity: Prior-Stabilized Dynamic Adaptation for Continual rPPG Measurement
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HoloGene: Learning to Lift Sliced Spatial Transcriptomics to Holistic 3D Gene Fields
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Breaking the Static: Dynamic Text Conditioning for Diverse Image Generation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Unified Framework for Adversary-Aware Differential Privacy Bounds
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Generating Physically Consistent Molecules with Energy-Based Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PACO: Partial-order-Augmented Continuous Optimization for Differentiable Causal Discovery
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SphereVAD: Training-Free Video Anomaly Detection via Geodesic Inference on the Unit Hypersphere
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Pose6DAug: Physically Plausible Multi-View Object Swapping for Robot Data Augmentation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Internal Growth Function: A More General PAC Framework for Scenario Decision Making
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sharpness, Stability, and Step-Size Scaling in Deep Polynomial Networks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Counting without Scale: Scale-Consistent Error Correction for Crowd Counting
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reformulating KV Cache Eviction Problem for Long-Context LLM Inference
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TopoPrune: Robust Data Pruning via Unified Latent Space Topology
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LPS-Bench: Benchmarking Safety Awareness of Computer-Use Agents in Long-Horizon Planning under Benign and Adversarial Scenarios
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Benchmarking Optimizers for Large Language Model Pretraining
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rethinking the Mixture of Vision Encoders Paradigm for Enhanced Visual Understanding in Multimodal LLMs
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Coarse-to-Fine Autoregression over Hierarchical Discrete Codes for Molecular Graph Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FoundSurface: Feedforward Ray-Based 3D Scene Surface Reconstruction from Unposed Images
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Neuronal Self-Adaptation Enhances Capacity and Robustness of Representation in Spiking Neural Networks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DynamicVLA: A Vision-Language-Action Model for Dynamic Object Manipulation
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Fast KVzip: Efficient and Accurate LLM Inference with Gated KV Eviction
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reconfiguring Procedural Knowledge for Compositional Robot Skill Adaptation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ModelLens: Finding the Best for Your Task from Myriads of Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Exploiting Negative Multi-Cluster Structure in Class-Wise Embeddings for Weakly Supervised Multi-Label Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Data Scaling: Representation-Centric Pre-training for Vision-Language-Action Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Graph-Regularized Sparse Autoencoders for LLM Safety Steering
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Where to Look: Observation Policy Optimization for Thinking with Images
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Trie-Aware Transformers for Generative Recommendation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MURPHY: Feedback-Aware GRPO with Retrospective Credit Assignment for Multi-Turn Code Generation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
IRIS: Interpolative Rényi Iterative Self-play for Large Language Model Fine-Tuning
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DriveWAM: Video Generative Priors Enable Scalable World-Action Modeling for Autonomous Driving
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A New Perspective on Target-Conditioned Structural Dynamics for Link Prediction in Dynamic Graphs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FalconPerception-HD: High Density Perception via Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Importance-Weighted Operator Learning Under Probability Measure Shifts
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MindGuard: Guardrail Classifiers for Multi-Turn Mental Health Support
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AgentLens: Revealing The Lucky Pass Problem in SWE-Agent Evaluation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Optimal Transport Plans Via Autoregressive Token Regression
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GADMVP: Adaptive Few-Shot Graph-Level Anomaly Detection with Multi-View Structured Prompting
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Stitched Value Model for Diffusion Alignment
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
No More, No Less: Task Alignment in Terminal Agents
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LaMo: Self-Supervised Latent Motion Priors for Physical Realism in Video Generation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Selective Critique for Cost-Aware LLM Agents in Long-Horizon Decision Making
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VLA-Corrector: Lightweight Detect-and-Correct Inference for Adaptive Action Horizon
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Taming the Tails: Why Distributionally Robust Optimization Needs New Theory for Imbalanced Regression
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GUARD: Scalable Gradient-based Unlearning with Adversarial Robustness Defense
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RaPD: Resolution-Agnostic Pixel Diffusion via Semantics-Enriched Implicit Representations
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Retrieval-Augmented Diffusion Modeling for Stochastic Discount Factor Portfolios
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GEAR: Bridging the Planner-Actor Gap via Gradient-Aligned Policy Extraction
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SatNav: A Scalable Benchmark for Long-Horizon UAV Vision-Language Navigation from Satellite Imagery
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
StiCAS: Compositional Activation Steering via Stiefel Manifold Coordinate Transport
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Transferable Cross-Day Representations for Few-Shot Neural Decoding
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Entropy Guided Dynamic Patch Segmentation for Time Series Transformers
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Interactive 4D Volumetric Liquid Forecasting under Moving-Solid Interaction
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond High and Low: Evaluating Graded Cognitive Diversity in LLM Persona Simulations
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Optimistic Dual Averaging Unifies Modern Optimizers
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Expanding the Role of Diffusion Models for Robust Classifier Training
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Trainable Topology Supervision under Structurally Unreliable Pseudo Supervision
[
Slides]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Differentiable Cluster Discovery in Temporal Graphs
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Mechanisms of Misgeneralization in Physical Sequence Modeling
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Control-Augmented Autoregressive Diffusion for Data Assimilation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Extracting Governing Equations from Latent Dynamics via Multi-View Contrastive Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Stability and Generalization in Looped Transformers
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HiLoRA: Adaptive Hierarchical LoRA Routing for Training-Free Domain Generalization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LLMs as MDP Designers: A Dependency-Aware Agentic Framework for Automated Robot Policy Generation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Towards Understanding the Power and Limits of the Muon Optimizer: A River-Valley Perspective
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Natural-Language-Guided Protein Generation for Ligand-Binding Design
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GAMMA: Scalable 4D Gaussian Reconstruction Model for Novel View Synthesis of Monocular Videos
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Efficient Evaluation of LLM Performance with Statistical Guarantees
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Spatial-Domain Supervision: A Relation Constrained Space for Multi-Modal Image Fusion
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SD-LoRA: Training-Time Structural Distillation into LoRA for Few-Shot Vision-Language Adaptation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RoutingBench: Can Agentic Routing Analysis Scale to Production Datacenter Networks?
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From Intent to Evidence: A Categorical Approach for Structural Evaluation of Deep Research Agents
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Joint Optimization of Tool Creation and Use for Large Language Model Agents
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Communication-Efficient Federated Learning of Latent Patient Representations from Multi-Institutional EHRs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Quantitative Assessment of Crystal Structure Prediction
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Truncate Bad, Upweight Good: BoN-Style Distillation via Rank-Based Classification
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Efficient bias mitigation in T2I diffusion models using Concept Graphs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Asymptotically Log-Optimal Bayes-Assisted Confidence Sequences for Bounded Means
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Neural Spectral Capacity: An Architectural Quantity from Network Specification Alone
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Directional Noise Conditioning for Diffusion Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Less is More: Compact-Token Masked Feature Learning for Skeleton Representation Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sampling-Based Safe Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
How Does Cutout Benefit Out-of-Distribution Generalization?
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AR1-ZO: Topology-Aware Rank-1 Zeroth-Order Queries for High-Rank LoRA Fine-Tuning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Flow Equivariant State Space Model
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
NS-VLA: Towards Neuro-Symbolic Vision-Language-Action Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PiD: Fast and High-Resolution Latent Decoding with Pixel Diffusion
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LatentRAG: Latent Reasoning and Retrieval for Efficient Agentic RAG
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Scalable Minimal-Change Learning for Controllable Image Editing
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Measuring Weak-to-Strong Legibility of Reasoning Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Graph Learning from Label Proportions using Topology-Aware Pseudo Labeling and Aggregation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
OccStress: Stress-Testing the 4D Occupancy Forecasting Chain
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Failure Profiling and Reachable Trajectory Selection for Reasoning Distillation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Dynamic Convolutions Improve Transformers
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AdaTree: Serving-Aware Adaptive Tree Construction for Speculative Decoding
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AgentWeave: Efficient Distributed Agent Serving via Flow Decomposition
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Federated Concept-Based Models: Interpretable models with distributed supervision
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Words That Make Language Models Perceive
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Utility-Constrained Policy Optimization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VIGOR: Zero-Shot Visual Generalization via Latent-Space Consistency in Model-Based Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Efficient One-Step Diffusion Restoration Model with Compact Token Compression and Linear Attention
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Equilibrium Matching: Generative Modeling with Implicit Energy-Based Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Toward Executable Multi-framework Front-end Code Generation with Self-Correction
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
N-vium: Mixture-of-Exits Transformer for Accelerated Exact Generation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Equivariant Spherical Transformer for Efficient Molecular Modeling
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Spherical Bayesian Experimental Design for Active View Selection in 3D Gaussian Splatting
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Variable-Length Generative Protein Design via Generalized Poisson Flow
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Autonomous Continual Learning for Environment Adaptation of Computer-Use Agents
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Evolutionary foraging in grids: Intermittent search emerges as an optimal strategy
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Ground False: Uncovering Errors in Formal Mathematics Benchmarks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
X-AVDD: Cross-Attentive Audio-Visual Dataset Distillation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Repurposing Video Diffusion Transformers for Cross-View Temporal Object Correspondence
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MUSS: A Multi-scale and Sequence-based Model for Single-cell Gene Regulation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ENGINE: Endogenous Variational MultiScale Optimization for Zeroth-Order LLM Fine-Tuning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ManipShield: A Unified Framework for Image Manipulation Detection, Localization and Explanation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Agentic Abstention: Do Agents Know When to Stop Instead of Act?
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
I2V-DETACH: Source Grounding Detachment for Unauthorized Image-to-Video Generation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Global Importance Estimation for KV Cache Eviction
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Literati: Towards Anytime Optimal Shape Generalized Trees via AO*
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ANCHOR: Audio-Visually Grounded Chain-of-Thought Reasoning Benchmark
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
On-Policy Consistency Training Improves LLM Safety with Minimal Capability Degradation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MemTailor: Hierarchical Memory-Augmented Multi-Expert Learning for Long-Tailed Recognition
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FlashPlanner: Real-Time Goal-Conditioned Flow-Matching Planning for Autonomous Driving with Online RL Fine-Tuning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Encoder Accumulation: Measuring Encoder Roles in Multi-Encoder VLMs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EpiStream: Utility-Aware Temporal Abstraction for Dense-Action Streams
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DECEIVE-AFC: Adversarial Claim Attacks against Search-Enabled LLM-based Fact-Checking Systems
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Unlocking Compositional Generalization in Continual Few-Shot Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The FACTS Leaderboard: A Comprehensive Benchmark for Large Language Model Factuality
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Patch Rebirth: Fast and Transferable Model Inversion of Vision Transformers
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Stabilizing RL+Search for Imperfect-Information Extensive-Form Games
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Hierarchical Patch Splitting Policies for Faster Vision Transformers
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TrioPose: Native Triple-Stream Diffusion Transformers for Pose-Guided Text-to-Image Generation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EgoTac: In-the-wild Tactile Prediction from Egocentric Vision
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GenCOPE: Syn2Real Generalized Category-Level Object Pose Estimation for Robotic Picking
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Attack-Inference Aligned Universal Adversarial Attacks on Video Object Segmentation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MAGE: All-[MASK] Block Already Knows Where to Look in Block Diffusion LLM
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Where Do Long Captions Fail? Position-Aware Diagnosis and Reinforcement Learning for Detailed Image Captioning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Can Pixels Alone Reveal Image Origin? Minimax Limits and Learnable Interfaces for Passive Provenance
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Permutation Sensitivity in t-SVD-based Multi-view Clustering
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rethinking LLM Fine-Tuning via Weight Space Reparameterization: Preserving Safety during Downstream Adaptation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Geometry-Adaptive Explainer for Faithful Dictionary-Based Interpretability under Distribution Shift
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
F2G-Pose: Geometry-Aware Foundation Feature Lifting for Direct RGB-D Category-Level Object Pose Estimation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reliable Federated Multi-View Learning via Conflict-Aware Evidence Calibration
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Graph Mamba Operator: A Latent Simulator for Interacting Particle Systems
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Seirênes: Adversarial Self-Play with Evolving Distractions for LLM Reasoning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SpecLoR: Spectral Lookahead Rectification for Motion-Coherent Text-to-Video Generation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PAGER: Bridging the Semantic-Execution Gap in Point-Precise Geometric GUI Control
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SkillOS: Learning Skill Curation for Self-Evolving Agents
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Topology-Aware Optimal Transport for Source-Free Test-Time Adaptation in Anomaly Segmentation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Better Language Models Require Better Domain-Specific Inductive Biases
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
State of Thought Enables Endogenous Reasoning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
REGATE: Confidence-Calibrated Integration of Temporally-Aligned Exogenous Texts for Dynamic Graphs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Subprocess-Constrained Markov Decision Processes
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Democratizing Tool Learning with Environments Fully Simulated by a Free 8B Language Model
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Token by Token, Compromised: Backdoor Vulnerabilities in Unified Autoregressive Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
OmniCapBench: A Deep-Structured Evaluation Framework for Fine-Grained Audio-Visual Captioning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RepoMirage: Probing Repository Context Reasoning in Code Agents with Perturbations
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reformulating Neural Operators in $d+1$ Dimensions for Embedding Evolution
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FluxFlow: Conservative Flow-Matching for Astronomical Image Super-Resolution
[
Slides]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AT-SKM-Net: An Accelerated Trainable Sampling Kaczmarz-Motzkin Framework for Linear Hard-Constraint Feasibility on Dynamic Graphs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Addressing Sparse-Rewards in RL with Scalable Hierarchical Novel Eigen Options
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Full-Duplex Speech-Motion Model for Dyadic Interaction
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PipeFSDP: Efficient Pipeline Parallel under Fully Sharded Data Parallel for Large Language Model Training
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TAPIOCA: Why Task- Aware Pruning Improves OOD model Capability
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hyper Hawkes Processes: Interpretable Models of Marked Temporal Point Processes
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TrunkFish: Making Model Width Incrementally Refinable
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RoboProcessBench: Benchmarking Process-Aware Understanding in Visual-Language Robotic Manipulation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Tools as Continuous Flow for Evolving Agentic Reasoning
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Settling Pure Differentially Private Covariance Estimation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
OroPrecipBench: a km-scale benchmark for spatial precipitation downscaling over complex terrain
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Proportionality in Ranking Compression
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Emergent representations of graphical structure in mechanistic neural models of causal judgment
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Locality Sensitive Hashing for p-Exponential Kernels with Applications to Density Estimation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Is Your LLM-as-a-Recommender Agent Trustable? LLMs' Recommendation is Easily Hacked by Biases (Preferences)
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
What to Forget in Unlearning? Forget Set Curation for Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MINT: Meeting-time INdicators for Truncation in Multi-Step Off-Policy RL
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Amortized-Precision Quantization for Early-Exit Vision Transformers
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Optimized Minimal 4D Gaussian Splatting for Efficient Dynamic Scene Representation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VicEdit: Learning to Edit Videos from Visual In-Context Examples
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Decide Before You Record: Heterogeneity-Guided Pre-Acquisition Stimulus Selection for Cross-Day Neuroprostheses
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Does the Question Really Matter? Training-Free Data Selection for Vision-Language SFT
[
Slides]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Cross-Foundation Complementary Learning Systems for Continual Test-Time Adaptation in Open-Vocabulary Semantic Segmentation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Forecasting Microbial Dynamics: Evaluation Protocol and Prior-Spectrum Benchmark
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Attributions All the Way Down? The Metagame of Interpretability
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Are Text-to-Image Models Inductivist Turkeys? A Counterfactual Benchmark for Causal Reasoning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Temporal Behavior Trees for Reinforcement Learning: Specifications as Rewards, Curricula, and Diagnostics
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
WASD: Wasserstein-based Knowledge Distillation for Large Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Efficient and Accurate Zero Shot Generation of Symmetric Protein Complexes
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PR-Smoother: Simulator-Preserving Non-Gaussian Smoothing for Data Assimilation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
View Confidence Perception-Driven Incremental Prediction for Incomplete Multi-view Multi-label Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Context-Aware Generative Imputation for Robust Multimodal Learning in Missing Modality Scenarios
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Understanding Model Reprogramming: A Reachability and Relabeling Perspective
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Fast-WAM: Do World Action Models Need Test-time Future Imagination?
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Semantic Freedom Bottleneck for Domain-Generalized Multimodal Face Anti-Spoofing
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PaLoRA: Paced Low-Rank Adaptation for Continual Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
STParOpt: An End-to-End Framework for Execution-Aware Parallelism Inference and Optimized CUDA Migration
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Fixed-Point Reasoning: Stable and Adaptive Deep Looped Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Grassmannian Geodesic Steering: Rank-Preserving Subspace Control for Inference-Time Alignment of Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Improved Robust Verifiable Federated Learning Based on Packed Secret Sharing
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MM-IssueLoc: A Controlled Benchmark for Evaluating Visual Evidence in Multimodal Repository-Level Issue Localization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reading the Unreadable: Text-Aware Image Super-Resolution Needs Reasoning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Continuously-Augmented Hybrid Masked Diffusion Model for Data Imputation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SocialDirector: Training-Free Social Interaction Control for Multi-Person Video Generation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Neural-DISCO: Source-Conditioned Counterfactual Editing of Neural Population Activity
[
Slides]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Energy-Based Operator Learning in Function Space
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Parallel-in-Time Training of Recurrent Neural Networks for Dynamical Systems Reconstruction
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AnyBokeh: Physics-Guided Any-to-Any Bokeh Editing with Optical Fingerprint Transfer
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PEEK: One-Step Look-Ahead Exposure Bias Correction for Diffusion Sampling
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MedVIGOR: Visual Evidence Internalization for Observation-Driven Reasoning in Medical VLMs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rectifying Categorical Flows on Statistical Manifolds for One-Step Generation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RewardFlow: Topology-Aware Reward Propagation on State Graphs for Agentic RL with LLMs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Signal-Adaptive Trust Regions for Gradient-Free Optimization of Recurrent Spiking Neural Networks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From Finding to Linking: Benchmarking and Advancing Cross-Long-Video Reasoning for Multimodal LLMs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Simple yet Effective Budget-Feasible Procurement Auctions for Submodular Welfare Maximization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Uniform Detection: Adaptive Hallucination Detection for RAG Across Response Regimes
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SAGE: Semantically Disentangled Representation Learning through Latent Geometry Constraint and Large Language Model
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TriBet: Relative E-values for Online Machine-generated Text Detection
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Simmer: A Scalable Pretraining Recipe for Video-Text Encoders
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Register Anything Model for Generalizable and Robust Point Cloud Registration
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SciHazard: A Benchmark for Measuring Scientific Safety Risks with Decomposed Harm Scoring
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Process-conditioned Pretraining with Topographic Spatial Retrieval for Large EEG Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Discovering Structurally Plausible and Interpretable Cognitive Models with Large Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Environment-Robust Representation Learning with Empirical Bayes
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FENet: Functional Embedding Neural Network for Change-Point Detection in Functional Time Series
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Fast and Consistent Structure Learning in Graphical Models via Approximate Cross-Validation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Track4D: Representing Dense 3D Tracking for Video Diffusion Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Structural Agnosticism: Stable-Rank-Guided LoRA for Structure-Aware Fine-Tuning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Clearer Sight, Fewer Lies: Oriented Pickup Preference Optimization for Multimodal Hallucination Mitigation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ECG Dataset with Multi-Expert Annotations and Delineations
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Independent Latents, Robust Neural Operators
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RAVEN: Real-time Autoregressive Video Extrapolation with Consistency-model GRPO
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Aegis: Generative Gradient Masking for Privacy-Preserving Medical Federated Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Semantic Consistency for Open-Vocabulary Dense Perception
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CORAL: Learning Amyloid Fibril Ligand Docking with Cooperative Binding Rewards
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Git Context Controller: Manage the Context of Agents by Agentic Git
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Model Distribution-Aware Multimodal Dataset Distillation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
WASP: Weakly Aligned Spatiotemporal Pairs for Fetal Brain MRI-Ultrasound Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Exact Flow Linear Attention: Exact Solution from Continuous-Time Dynamics
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
KaliBench: A Fine-Grained Benchmark for Cybersecurity Tool Use on Kali Linux with Runtime-Free Verifiable Rewards
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MedPsy: State‑of‑the‑Art Small Medical Language Models for Efficient Edge Deployment
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Attention Alignment Between Humans and Vision-Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Walking the Hypercube: Unbiased Quantum Partition Functions Without the Matrix
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CSBench: A Comprehensive Benchmark for Evaluating Project-Level System Construction in Computer Science
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Spectral Feedback for Test-Time Alignment of Protein Diffusion Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Follow the Regularized Leader Does Not Converge in Constrained Optimization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
S2D: Sparse-To-Dense Keymask Distillation for Unsupervised Video Instance Segmentation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Uncovering the latent structure of interwoven population and temporal codes
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reward-Estimated Hypergradient for Bilevel Reinforcement Learning with Black-Box Follower
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Diffusion Path Samplers via Sequential Monte Carlo
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ProbMedTOD: A Bayesian Network Guided Task-Oriented Dialogue System for Patient History Taking
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
What Cohort INRs Encode, and Where to Freeze Them
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LLM Is a Good Conditioner: End-to-End Sign Language Video Generation with VQ-Diffusion
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Diffusion-warm sampling of the XY model enables fast thermalization at scale
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Contribution-Aware Structured Sparsity for Model Merging
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Deformable 2D Gaussian Splatting
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Coherence-Aware Transition-Intent Fusion for LTL Planning under Uncertain Semantic Maps
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Internal Evaluation of Unsupervised Anomaly Detection Algorithms with Explanation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BankerToolBench: Evaluating AI Agents in End-to-End Investment Banking Workflows
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RADIUM: RadioActive Decay of Image-Underlaid Marks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Auditing Privacy Leakage in Tabular Foundation Model Embeddings
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Rate-Distortion-Polysemanticity Tradeoff in SAEs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reasoning Poisoning: Utilizing Social-Engineering to Steer Chain-of-Thought
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FuncFormer: Circuit Representation Learning via the Flow of Functional Propagation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Explicit Geometric Chain-of-Thought for Vision-Language-Action in Autonomous Driving
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Speculative Decoding Is Per-Token, Not Path
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Announced Breaks Separate Conformal Reliability from Frequency Calibration
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Mask-Conditioned Gradient Masking for Fine-Tuning Mixture-of-Experts Diffusion Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Emotion-Trained Vision Models Do Not Necessarily Learn EEG-Aligned Facial Dynamics
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
What Arranges Features in Activation Space? Non-Classical Predictive Geometry in Next-Token Predictors
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
$\textbf{EchMo}$: End-to-End Radar Echo Segmentation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Homological Barriers to Stable Local Nash Dynamics in Quadratic Zero-Sum Games
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Failure-Band Authorization for Filtered Retrieval
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Physics-Constrained Generative World Model for Off-Road Terrain via Post-hoc Projection
[
OpenReview]
Bridging the Future Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AI and Data Science for Her: Training the Next Generation of High School Girls in Nigeria
Bridging the Future Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Voice-Native Classroom: Multilingual AI Co-Teachers for Global ML Education
Bridging the Future Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DTCH Digital Turcologist Bootcamp: Evidence-First, Evaluation-First AI/ML for Under-Resourced Historical Turkic Languages and Cultural Heritage Data
Bridging the Future Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The 100x Challenge: Compression-First Research Pipeline for Bandwidth-Constrained Regions
Bridging the Future Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FATE-AI: Futures of Agriculture, Technology, and Ecology in Artificial Intelligence
Bridging the Future Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Wikair (Student-Led Nonprofit), a Global, Youth-Led, Interdisciplinary AI Education Program
Session
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sydney Poster Session 3
Creative AI
Wed Dec 09 11:00 AM -- 02:00 PM (AEDT) None
Creative AI Session 3
Break
Wed Dec 09 12:00 PM -- 02:00 PM (AEDT) None
Retail Lunch
Sydney Invited Talk
Wed Dec 09 02:00 PM -- 03:00 PM (AEDT) @ TikTok Entertainment Center None
To score or not to score
Break
Wed Dec 09 03:00 PM -- 03:30 PM (AEDT) None
Coffee
Session
Wed Dec 09 03:30 PM -- 04:30 PM (AEDT) None
Sydney Oral Session 2F
Session
Wed Dec 09 03:30 PM -- 04:30 PM (AEDT) None
Sydney Oral Session 2A
Session
Wed Dec 09 03:30 PM -- 04:30 PM (AEDT) None
Sydney Oral Session 2B
Session
Wed Dec 09 03:30 PM -- 04:30 PM (AEDT) None
Sydney Oral Session 2C
Session
Wed Dec 09 03:30 PM -- 04:30 PM (AEDT) None
Sydney Oral Session 2D
Session
Wed Dec 09 03:30 PM -- 04:30 PM (AEDT) None
Sydney Oral Session 2E
Creative AI
Wed Dec 09 04:30 PM -- 07:30 PM (AEDT) None
Creative AI Session 4
Break
Wed Dec 09 05:00 PM -- 06:00 PM (AEDT) None
Coffee & Snacks
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VI-Bench: Benchmarking Prompt Inversion from AIGC Videos
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Cross-Model KV Cache Transfer in LLM Families: A Closed-Form Linear Mapping for Prefill Reuse
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RESIST: Resilient Decentralized Learning Using Consensus Gradient Descent
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Darwin-7B: A Multi-Omic Foundation Model for the Human Gut Microbiome via Sparsified Quality-Aware Tokenization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Click3R: Interactive Stereo 3D Reconstruction with Sparse Correspondence Clicks
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AEGIS: Almost Surely Safe Offline Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Tracing Persona Vectors Through LLM Pretraining
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TraceSim: A Generative Simulator and Benchmark for Joint scRNA-seq and Lineage Tracing
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MindShape: Superquadric-Constrained High-Fidelity 3D Reconstruction from fMRI
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Is a Linear Probe Evidence of a Linear Representation?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When Parallelism Pays Off: Cohesion-Aware Task Partitioning for Multi-Agent Coding
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Crosscoding Through Time: Sparse Feature Discovery Across Sequence Positions
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Cyclic Denoising Reveals Ultrastable Memories in Diffusion Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Value of Covariance Matching in Gaussian DDPMs and the Lanczos Sampler
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TROPT: An Open Framework for Unifying and Advancing Discrete Text Optimization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PAPO-VLA: Planning-Aware Policy Optimization for Vision-Language-Action Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Closed-Form Implicit Neural Representations
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
STAR: Boosting Time Series Foundation Models for Anomaly Detection Through State-Aware Adapter
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Advancing Entropy-Level Credit Assignment in RLVR via Proximal Entropy Policy Optimization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Dynamic Context Modeling for Longitudinal Mental Health Monitoring under Distribution Shift
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Which Pairs Should We Compare for DPO?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When Does Structure Help? Statistical Tradeoffs for Structured Reverse Processes in Diffusion Large Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Benchmark for Omni-Modal Reasoning in Long Videos
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Distributed-Order Fractional Spiking Neural Network
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AlloSpatial: Agentic Harness Framework for Spatial Reasoning in Foundation Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Online Allocation with Unknown Shared Supply
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TrajLift: Encoding Verbal Memory Dynamics via Heat Diffusion on Semantic Hierarchies
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Regret-Based $(\epsilon,\delta)$-optimal Stopping Criteria for Bayesian Optimization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Query-Limited Community Recovery in Stochastic Block Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Model of Diverse Sampling from Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Point-to-Manifold Geometry: Flexibly Overcoming the Curse of Dimensionality in Neural Computational Units
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Real-World Dual-Pixel Raindrop Removal: A New Benchmark and Degradation-Adaptive RWKV Baseline
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Closing the Loop with Fixed-Point Self-Attention
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Towards Scalable Context-Aware Single-Cell Spatial Transcriptomics Prediction from Histology Images
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RABBiT: Rapidly adaptive BOLD foundation model via brain-tuning for accurate zero-shot and few-shot prediction of speech-elicited responses in the brain
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beckmann Transport Models: From Autonomous Flows to One-Step Maps
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Do LLMs Feel Social Pressure? Locating and Steering Social Desirability Bias in LLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
UnlearningSoup: Is Repeated Tuning Necessary for Large Language Model Unlearning?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
One-Layer Transformers Provably Learn In-Context K-Nearest Neighbor Prediction with Chain-of-Thought
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Distill to Think, Foresee to Act: Cognitive-Physical Reinforcement Learning for Autonomous Driving
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DSBTR: A Diffusion Schrödinger Bridge Trajectory Refiner for Multi-Agent Trajectory Prediction
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AsyncOPD: How Stale Can On-Policy Distillation Be?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Bridging Risk Approximation Gaps in Model Predictive Task Sampling via In-Context Modeling
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Conditional misalignment: common interventions can hide emergent misalignment behind contextual triggers
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Hallucination as Commitment Failure: Larger LLMs Misfire Despite Knowing the Answer
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VecDBLens: A Modular Framework for Diagnosing Vector Databases Retrieval Pipelines
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Efficient Variational Inference for Log-Gaussian Cox Processes via Voronoi Tessellation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RAPTOR: Ridge-Adaptive Logistic Probes
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ManiFusion: Unlocking High-Throughput Generation via Superposition in Manifold Space
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
C3P: Contrastive promoter-protein pretraining yields representations capturing bacterial gene regulation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Provably Reliable Classifier Guidance via Cross-Entropy Control
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Multimodal Context-Aware Human Motion Generation with Language, Vision, and Object
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Improving Neural Processes in the Low-Data Regime via Context-Subset Training and Self-Distillation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Boosting Multiagent Reinforcement Learning at High Replay Ratios with Ensemble Reset
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Offline Constrained Reinforcement Learning under Partial Data Coverage
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Entropy Polarity in Reinforcement Fine-Tuning: Direction, Asymmetry, and Control
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Principled Design of Diffusion-based Optimizers for Inverse Problems
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Search-Tree Scaling in Parallel Monte Carlo Tree Search
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning When to Stop: Selective Imitation Learning Under Arbitrary Dynamics Shift
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HAMSTAR: Hamiltonian Structured Inter-Period Refinement for Long-Term Time Series Forecasting
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Scene-Grounded Interaction Priors for Scene-Aware Human Motion Prediction
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DrugSAGE: Self-evolving Agent Experience for Efficient State-of-the-Art Drug Discovery
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Pixels to Tokens: Token Space Efficient Active Learning for Low-Budget Semantic Segmentation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rethinking Sequential Locate-Then-Edit: Optimality and Stability
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When Does Fine-Tuning Extract Stored Knowledge? A Relation-Covering Theory for One-Layer Transformers
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Tactile MNIST: Benchmarking Active Tactile Perception
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Jointly Robust Fairness: Overcoming Simultaneous Label and Attribute Noise
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Where, What, Why, and Importance: Structured Defect Grounding for Text-to-Image Feedback
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SCG-HF: Semantic Consistency Grouping for Hierarchical Fusion in Video Emotion Recognition
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Confidence Estimation via Decoupled Smoothing for Dynamic LLM Routing and Aggregation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Kernelized Activation Steering
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GraphWrit3R: End-to-End Writing of Scene Graphs for Multi-Modal 3D Scenes
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CADMA: Capacity-Aware Recall Decomposition for Generative Model Assessment
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Agent$^2$ RL-Bench: Can LLM Agents Engineer Agentic RL Post-Training?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GUITAR: Structured Failure Diagnosis of GUI Agents via State Transitions
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Near-Optimal Regret in Adversarial Kernel Bandits
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Dream-Cubed: Controllable Generative Modeling in Minecraft by Training on Billions of Cubes
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Flow Map Language Models: One-step Language Modeling via Continuous Denoising
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Adaptive Attribute Completion with Representation Space for Incomplete Graph Domain Adaptation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Informative Invariant Representations via Hierarchical Latent Decomposition
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SAMoR: Motion Modelling for Articulated Objects of Any Skeleton and Topology
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rethinking Incompleteness: Formalizing Protocol Divergence and Train-Once Learning for Robust IMVC
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Many Benign Errors are Better than A Few Severe Ones: Evaluating Hallucination Severity
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Verifying Agents in Rubric-Graded Environments
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Cross Flow: One-Step Generation Across Latent and Pixel Spaces
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
P$^{3}$: Joint Program-and-Proof Planning\\ for Verified Code Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Why DiT Models Underperform as Representation Learners without Long Skip Connections
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Exploring Multi-Order Self-Similarity for Motion Understanding
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Language Model Memory and Memory Models for Language
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Spectral Degeneration of Softmax Attention under Isotropic Score Geometry
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Standardization of Post-Publication Code Verification is Possible with the Support of the Community
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Information-Theoretic Generalization Bounds for Sequential Decision Making
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Hearing is Believing? Evaluating and Analyzing Audio Language Model Sycophancy with SYAUDIO
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FC-DGCN: Deep Graph Convolutional Network for Face Clustering and Recognition
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Stability-Aware Self-Training for CLIP under Cross-Modal Anchoring Mismatch
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CAIRN: Cross-Room 3D Scene Understanding with Topology-Aware Large Multimodal Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Scaling Limits of Long-Context Transformers
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Memory-Efficient Federated Fine-Tuning of LLMs via Block-wise Progressive Training
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CrossID: Cross-Supervised Spatio-Temporal Gated Fusion for Personalized Portrait Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AsymPipe: Accelerating Large-scale DiTs Image Editing via Asymmetry-Aware Pipeline Parallelism
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Veri-Sure: Multi-Agent RTL Code Generation with Temporal Tracing, Slicing and Formal Verification
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RoPE Is Not a Proper Relative Position Embedding
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Persona Generators: Generating Diverse Synthetic Personas for Arbitrary Contexts
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Split-and-scale Latent 3D Representations
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TACT: Mitigating Overthinking and Overacting in Coding Agents via Activation Steering
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Dodge-It: Learning Collision-Aware VLA Models for Robotic Manipulation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Aligning LLMs Toward Multi-Turn Conversational Outcomes Using Iterative RLHF
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Evaluating Physical Reasoning in LLM Agents Requires Construction Benchmarks
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CrystalREPA: Transferring Physical Priors from Universal MLIPs to Crystal Generative Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Explaining Cross-Modal Model Behavior with Gradient-Estimation-Based Feature Interaction
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Time series analysis with Gumbel dynamics
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Progressive Layer-wise Supervision: Deep-to-Shallow Supervision Annealing for Efficient and Robust Speech Deepfake Detection
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Large Language Model Selection with Limited Annotations
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sustainability in the Loop: AI Model Development Should Be Multi-Objective
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TELEVAL: A Benchmark Designed for Spoken Language Models in Chinese Interactive Scenarios
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Counterfactual Explanations for Time-Series Classification via Constrained Flow Matching
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
STRIDE: Learnable Stepwise Language Feedback for LLM Reasoning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mind the Parameters: Lightweight and Efficient Brain Visual Decoding with Shared Tensor Cores
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
REACT: Physically and Chemically Consistent Reconstruction of Marine Active Tracers
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Dormant Spiking Neuron: A State-Driven Mechanism for Efficient Spiking Neural Networks
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mitigating Overgeneralization in RND via Spectral Target Design
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Parallel Broyden methods for efficiently evaluating nonlinear state space models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Compositional Generalization Certificates via the Van Kampen Theorem
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Human-Intention Priors from Large-Scale Human Demonstrations for Robotic Manipulation
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
StableVQ: Practical Guidelines for Stable Vector-Quantized Tokenizer Training
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Diffusion Transformers with Residual Adaptive Layer Normalization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TabClustPFN: A Prior-Fitted Network for Tabular Data Clustering
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RePiD: Efficient Recursive Pixel-Space Diffusion via Hierarchical Patch Denoising
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Pairwise AUC Optimization Needs Corrective Power: A Unified View
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Toward Online Robust Zero-Sum Markov Games with Function Approximation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CruxBench: A Benchmark of Information Discovery
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Minimizing Modality Gap from the Input Side: Your Speech LLM Can Be a Prosody-Aware Text LLM
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PCBInnoBench: Benchmarking LLM Agents on Real-World PCB Design
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Fast Sandwich Products in Clifford Algebra
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Next Forcing: Causal World Modeling with Multi-Chunk Prediction
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SelfCritic-VLA: Language as Intrinsic Critic for Vision Language Action Models in Autonomous Driving
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ZetaEvolve: Learning to Search through History-Conditioned Potential Value
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
How Far Is Too Far? Object Recognition Declines Monotonically with Semantic Distance
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reasoning with Undecoded Tokens in Diffusion Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FrequencyBooster: Advancing Pixel Diffusion for High-Fidelity Image Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
How Do Language Models Compose Functions?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From I/O to Code with Discovery Agent
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Fine-Grained Vision-Language Alignment from Discriminative Part Descriptions
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Manifold-Guided Stereo-Monocular Refinement for Endoscopic Stereo Disparity Estimation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Evaluating Spatiotemporal Reasoning of Vision-Language Models in Atari Gameplay
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Breaking Modality Heterogeneity in Low-Bit Quantization for Large Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Robust Reversible Recovery for Adversarially Protected JPEG Images
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Artificial Aphasias in Lesioned Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DriveFuture: Future-Aware Latent World Models for Autonomous Driving
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sparse Koopman Autoencoders Identify Local Dynamical Regimes in Multibasin Systems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DICEQuant: Distortion-Compensated Rounding with Dual-Ended Shrinkage for LLM Quantization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Progressive Memory Transformer: Memory-Aware Attention for Time-Series
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Axiomatic Reinforcement Learning for Open Multi-Agent Systems from Shapley Axioms
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Neural Proposals, Symbolic Guarantees: Neuro-Symbolic Graph Generative Modeling
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ARGUS: Stacked Multi-View Identity Mosaic Injection for Subject-Preserving Video Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Opponent Modeling in Incomplete-Information Continuous Colonel Blotto
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Generalizable Hand-Object Tracking Control without Human Demonstrations
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Split Then Select: Moment-Preserving Density Control for Generalized Primitive Splatting
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Neural Continuous-Time Markov Chain: Discrete Diffusion via Decoupled Jump Timing and Direction
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
StainNFT: Curriculum-Gated Multi-Reward Post-Training for Pathology-Faithful Virtual Staining
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When and Why Does Multi-Agent Debate Fail and Does It Really Underperform?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OmniToM: Benchmarking Theory of Mind in LLMs via Explicit Belief Modeling
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Flat Gossip: Tiered Gossip Learning for Scalable Collaborative AI
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Bet Imaginatively, not Historically in Independent-Data Sequential Testing
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Nearly Optimal Fixed-Confidence Best-Arm Identification with 1-Bit Feedback
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Safe Evolution with Circuit Anchors
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Design Space of Tri-Modal Masked Diffusion Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MLLMEraser: Achieving Test-Time Unlearning in Multimodal Large Language Models through Activation Steering
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Quantile Geometry Regularization for Distributional Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Quantile-Coupled Flow Matching for Distributional Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Linear Ensemble Sampling with Fewer Ensembles
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Masked Generative Pretraining Improves Cross-Dataset Transfer in Pixel-Space Diffusion
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Solver Trajectories to Teaching Trajectories: Cognition-Aligned Reasoning Distillation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BELLS-O: Evaluating the Operational Trade-offs of LLM Supervision Systems
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RotVLA: Rotational Latent Action for Vision-Language-Action Model
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SOC-ICNN: From Polyhedral to Conic Geometry for Learning Convex Surrogate Functions
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
V2M-Zero: Zero-Pair Time-Aligned Video-to-Music Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Market Regime Council for Dynamic Credit Assignment in Multi-Agent LLM Decision Systems
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Robust Multi-view Clustering against Imperfect Information
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Structure, Subspace and System: Push the Real Limit of Extremely Low-Bit Quantization for MoE-LLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AppCIF-Bench: An Application-Level Complex Instruction Following Benchmark for Large Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Anymotion: A Dataset, Benchmark, and Baseline for Controllable Human Motion Editing
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MixForensics: Blend Before You Encode for Generalizable AI-Generated Video Detection
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Stabilizing Few-Shot Object Detection with Language-Conditioned Probabilistic Prototypes
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Kinetic-Optimal Scheduling with Moment Correction for Metric-Induced Discrete Flow Matching in Zero-Shot Text-to-Speech
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Data-Free Metrics Are Not Invariant Under Functionality-Preserving Reparametrisations
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SKIM: Pruning Large Language Model Agents via Selective Knowledge Informed Masking
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Automated Kernel Discovery Towards Understanding High-dimensional Bayesian Optimization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AI Control for Sandbagging on Fuzzy Tasks
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ReSMap: Recasting Satellite Priors for Robust and Accurate Online HD Map Construction
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Towards Effective and Transferable Physical Camouflage against Multi-View BEV-based 3D Perception in Autonomous Driving
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HiGraph: A Large-Scale Hierarchical Graph Dataset for Malware Analysis
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PepSpecBench: A Unified Evaluation Benchmark for Peptide Tandem Mass Spectrometry Prediction
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GMO-E²DIT: Grounded Multi-Operation Editing for E-Commerce Images
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Scaling Paradox of Tool-Calling LLM Agents Under Realistic MCP Faults
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HSCO-Bench: An Agent-Driven End-to-End Hardware-Software Co-design Benchmark for Systems-on-Chip
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SoccerNarrate: Event-Grounded Streaming Soccer Commentary with Macro-Window Preference Alignment
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Skill-Adaptive Noise Scheduling for Diffusion Policies
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning What to Forget: Improving LLM Unlearning via Learned Token-Level Importance
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CHAIN: Complementary Signed Graph Propagation for Uncertainty Quantification in Large Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ASAP: Fast Adaptive Sliding Agnostic Poisoning Attack on Federated Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Statistical Framework for Algorithmic Collective Action with Multiple Collectives
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Audio-Visual Flamingo: Open Audio-Visual Intelligence for Long and Complex Videos
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
UniCustom: Unified Visual Conditioning for Multi-reference Image Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Drifting Field Policy: Wasserstein Gradient Flow on Policy Space for Offline-to-Online RL
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Q-CoMove: Differentiable Quantum Circuit Priors for Coordinated Motion in Multi-Component Embodied Systems
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
What Was That Again? Certified Robustness for Automatic Speech Recognition
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Augmented Exact Exponential Algorithms
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AudioCALM: Continuous Autoregressive Language Modeling for Universal Audio Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HIRaD: Hidden Interaction Inference from Predictive Radar Dynamics
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HumanScore: Benchmarking Human Motions in Generated Videos
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FiRe: Fine-grained Multimodal Reasoning for Enhanced Image Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Ask-E: An Environment for Calibrated Question Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Robust Residual Correction via Selective Deployment for Time Series Forecasting
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LAQuant: A Simple Overhead-free Large Reasoning Model Quantization by Layer-wise Lookahead Loss
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ChunkFT: Byte-Streamed Optimization for Memory-Efficient Full Fine-Tuning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Is Memorization Actually Necessary for Generalization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SWE-GPU-Bench: Can Language Models Solve Real-World GPU Software Engineering Tasks?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When Can Digital Personas Reliably Approximate Human Survey Findings?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
COOP$^2$: Defining, Observing, and Repairing Cooperation in LLM Multi-Agent Systems
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Fewer Tokens, Fewer Layers: Efficient Vision Token Pruning and On-Policy Distillation to Accelerate VLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
How to Train a Surgeon? Benchmarking Generalist Agents in Surgical Scene Understanding
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Slower Generalization, Faster Memorization: A Sweet Spot in Algorithmic Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AutoSaddler: Automatic Harness Optimization with Durable Updates from Agent Execution Traces
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Why Speculative Decoding Works Better Than Predicted on Sparse MoE Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MicroWorld: Empowering Multimodal Large Language Models to Bridge the Microscopic Domain Gap with Multimodal Attribute Graph
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Multi-Variable Conformal Prediction: Optimizing Prediction Sets without Data Splitting
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Felid: A Flexible and Efficient Design for Transformer Fine-Tuning over Encrypted Data
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Capricorn: Highly Efficient and Secure Mixture of Experts Inference Framework
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
C3: Long-Horizon Character Consistency via Causal-Continuous State Dynamics and Memory Rewriting
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Holistic Scaling Laws for Optimal Mixture-of-Experts Architecture Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SeqDiCO: Sequence-oriented Diffusion for Scale-Generalizable Neural Combinatorial Optimization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MobTA: Bus-Conditioned Zero-Shot Trajectory Generation via Task Arithmetic
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
World Motion Models: Flexible Sequence Modeling of SE(3) Trajectories
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Bridging the Gap: Position-Independent Cache Reuse for Hybrid SSM-Attention Architectures
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Large Discrete Policy: Advancing Explicit Behavior Modeling with Stochastic Iterative Scoring
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Block-OBS-GS: Exact Per-Block Joint Brain Surgery with Gauss–Seidel Refinement for LLM Pruning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Boost Reasoning Evolution via Responsive Rollout Difficulty Manipulation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PRISM: Spectral Pruning and Reconstruction for Parameter-Efficient Model Merging of MLLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MindLoom: Composing Thought Modes for Frontier-Level Reasoning Data Synthesis
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EgoStream: A Diagnostic Benchmark for Streaming Episodic Memory in Egocentric Vision
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FinReasoning: A Hierarchical Benchmark for Reliable Financial Research Reporting
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Robust Conditional Conformal Prediction via Branched Normalizing Flow
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Leak-CURBER: A Leakage-Controlled Multimodal Evaluation Benchmark for Enzymatic Reaction Tasks
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DDGE: Disentangled Dirichlet Geodesic Evaluation for Robust Few-Shot Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Invisible Ink, Visible Lies: How Production Watermarking Causes LLMs to Hallucinate
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Seeing Across Skies and Streets: Feedforward 3D Reconstruction from Satellite, Drone, and Ground Images
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ToolCUA: Towards Optimal GUI-Tool Path Orchestration for Computer Use Agents
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Stable Alpha: Adversarial Invariant Representation Learning for Nonlinear Asset Pricing under Temporal Distribution Shifts
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Reasoning Chains to Verifiable Subproblems: Curriculum Reinforcement Learning Enables Credit Assignment for LLM Reasoning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Position: Machine Learning Models for Reaction Transition States Deserve Better
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SPLICE: Structured Prompt Local Iterative Combinatorial Evolution
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FELPS: Fair and Efficient Scheduling for Multi-LoRA Serving System
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rethinking Softmax Attention: Polynomial Activations for Transformers
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Semantic Concept Steering Breaks the Explanation Drift Loop in Continual Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
NanoFold: Designing Reproducible Protein Structure Benchmarks through Principled Sampling
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Value-Priced Uncertainty: A Family of PPO-Compatible Exploration Bonuses
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ScrapeBench: Evaluating Legal Compliance of AI Agents in Website Scraping
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Alternation Depth Principle for Neural Operator Design
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
C2G-BENCH: A Cyber-Physical Evaluation Benchmark for Hierarchical Reinforcement Learning in Grid-Interactive Hyperscale Data Centers
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
What Transformer FFNs Never See: Theory, Diagnosis, and Lightweight Remediation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Point Tracking Improves World Action Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Benchmarking Open-Ended Multi-Agent Coordination in Language Agents
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Single Shot HDR Recovery via a Video Diffusion Prior
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MoCA: Mixture-of-Components Attention for Scalable Compositional 3D Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LINC: Decoupling Local Consequence Scoring from Hidden Matching in Constructive Neural Routing
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
UniCon3R: Unified Contact-aware 4D Human-Scene Reconstruction from Monocular Video
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
R-GRec: Relation-Guided Generative Recommendation via Collaborative Graph Supervision
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond IID: How General Are Tabular Foundation Models, Really?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Benchmarking Compositional Generalisation for Machine Learning Interatomic Potentials
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
gfnx: Fast and Scalable Library for Generative Flow Networks in JAX
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PRIME: A Modular Approach for Private Synthetic Data
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BEAGLE: Behavior-Enforced Agent for Grounded Learner Emulation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Coverage-Verified Sparse Attention: Closed-Loop Quality Control for Long-Context LLM Decoding
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
META-PAP: Meta-learning for Prompt-aware Preference Pairing in LLM Alignment
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Efficient algorithms for linear regression with heteroskedastic errors
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Defining Operational Conditions for Safety-Critical AI-Based Systems from Data
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
NASDAQ: Normalized Observation Space Dynamics-Augmented Q-Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Treating Hyperparameters as Interventions: Task-Invariant Representation Learning for Transferable HPO
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Geometric Velocity Regularity for Flow Matching on Manifold-Concentrated Data
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sparse Biological Features Reveal Early Functional Commitment in Diffusion Protein Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Why Learning Rediscovers the Closed-Form Diagonal Regularizer
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Welfare, Improvability, and Variance: A Principal-Agent Approach to Optimal Benchmark Item Aggregation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Dialectics of Alignment: Harnessing Unsafe Knowledge for Dynamic Safety Routing
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AdapMatch: Adaptive Bias Decoupling for Semi-Supervised Partial Label Learning under Unknown Class Distributions
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Progressive Pseudo-label Self-balancing Towards Unsupervised Vision-Language Models Adaptation
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SFPR: Structural Fingerprinting for LiDAR-to-OpenStreetMap Place Recognition
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Automotive-ENV: Benchmarking Multimodal Models in Automotive Cockpit Environments
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SAS: Simple Attention Sparsification via End-to-End Optimization of Context Ranking
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VersaCamVLA: Camera-Configurable VLA Policies for Robotic Manipulation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LARGO: Low-Rank Hypernetwork for Handling Missing Modalities
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Who Should Evolve? Uncertainty-Aware Role Bottleneck Inference for Multi-Agent LLM Training
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FOAM: Factored One-sided Adam-Moment for Practical and Scalable SOAP
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Keep or Preempt? Termination-Aware Scheduling for LLM Serving with Speculative Decoding
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Intrinsic Muon: Spectral Optimization on Riemannian Matrix Manifolds
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Revealing Epistemic Uncertainty in MLLMs via Causal-Invariant Masking
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ADIS-Law: Unified Scaling Laws for Annealing-Phase Domain Injection in Large Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Consistency as a Testable Property: Statistical Methods to Evaluate AI Agent Reliability
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rotation-Invariant Vector Normalization for Molecular Force Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Fine-Detail Monocular Geometry Estimation with Self-Guided Sparse Volumetric Refinement
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Patches to Trajectories: Privileged Process Supervision for Software-Engineering Agents
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VisionCreator-S1: Evolving Visual-Generation Agents via Skill-GRPO Optimization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Average Sensitivity to Small-Loss Regret Bounds under Random-Order Model
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ReGenHuman: Re-Generating Human Appearances for Realistic Full-Body Video Anonymization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Fine-tuning Does Not Reach All: Uneven Safety and Knowledge Dynamics in Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ART for Diffusion Sampling: A Reinforcement Learning Approach to Timestep Scheduling
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AccelEval: A Whole-Program Benchmark for LLM-Generated CPU-to-GPU Code Acceleration
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DARTS: Targeting Prognostic Covariates in Budget-Constrained Sequential Experiments
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Energy-Adaptive Equivariant State Space Models for Noise-Robust Protein Structure Representation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CELEUS: Certifiable and Efficient LLM Evaluation via E-Processes
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Multi-Level Alignment Framework for Long-Term Olfactory Neural Decoding
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Fourier Contour Learning for Efficient and Traceable Cardiac MRI Quantification
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Efficient Prediction of Pass@k Scaling in Large Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HomeFlow: A Data Flywheel for Smart Home Agent Training with Verifiable Simulation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RIGOR: Risk-Gated Topology Adaptation for Robust LLM Multi-Agent Reasoning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Autoregressive Appearance Prediction for 3D Gaussian Avatars
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Outcome to Representation: Tracing Reasoning Mechanisms through Integrated Policy Gradient
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GeoCore-9B: Towards Geo-Aware Generative Foundation Models in Earth Observation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GNES: Neural-Guided Evolutionary Program Search for Interpretable Multi-Agent Control
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Hybrid Reinforcement Learning for One-step Degraded Infrared and Visible Image Fusion
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Brenier Meets Adversarial Training: Optimal Transport Geometry for Robust Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Individuals Matter: Improving Deep Multi-View Clustering via Explicit Single-View Enhancement
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MMTA: Benchmarking Multimodal Temporal Analysis with Time Series, Text, and Vision
[
Slides]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning to Read Out: Unembedding Dynamics in Language Model Pretraining
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Stabilization: Dual-EMA Teachers for Global–Local Semantic Learning in Semi-Supervised Medical Image Segmentation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rollout Pass-Rate Control: Steering Binary-Reward RL Toward Its Most Informative Regime
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Neural Compression of Long ADMM Trajectory for Multiparametric Quadratic Program
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MSC-Mol: Modality-Synergy Contrasting for Multimodal Molecular Representation Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PixelART: Image-to-Layer Decomposition without Latents or Text-to-Image Pretraining
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Who&When Pro: Can LLMs Really Attribute Failures in AI Agents?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VisionCreator-R1: A Reflection-Enhanced Native Visual-Generation Agentic Model
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Advancing Affordance-Grounded Creative Tool Use in Large Multimodal Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Model Collapse is a Singular Complexity Trajectory
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
$\mathcal{P}$Torch: Narrowing the Gap Between Projection and Gradient-Based Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
M3-AD: Reflection-aware Multi-modal, Multi-category, and Multi-dimensional Benchmark and Framework for Industrial Anomaly Detection
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Saddle-to-Saddle Dynamics in Self-Supervised Shortcut Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Hidden Ratio in Adam: Stable Structure, Compression, and Sign Dynamics
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
M3-HNTM: Hyperspherical Multimodal Topic Modeling with Symbolic and Contextual Evidence
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
WorldVLA: A Unified Vision-Language-Action and World Model
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Extended Wasserstein-GAN Approach to Causal Distribution Learning: Density-Free Estimation and Minimax Optimality
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ClinMAS: A Knowledge-Grounded Multi-Agent Simulation Framework for Evaluating Clinical Reasoning in LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
State Copying Crowds Out Reasoning: Mechanistic Evidence for Delta Planning in Autoregressive Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FuseAdapt: Adaptation-Space Fusion for Multi-Modal Semantic Segmentation with Missing Modalities
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BAT3R: Robust Online 3D Reconstruction with Bayesian Adaptive State Updates
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SymDrift: One-Shot Generative Modeling under Symmetries
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
XTC: Head-Aware Sampling by Excluding Top Choices
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Low-Dimensional Adaptation of Rectified Flow: A Diffusion and Stochastic Localization Perspective
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MedIGen: Reliable Medical Illustration Generation via Interleaved Introspective Reasoning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VeriVul: A Verification-Guided Framework for Generating Realistic Vulnerability Benchmarks
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TreeGraft: Adaptive Multi-Drafter Grafting for Tree-Based Speculative Decoding
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Structure-Semantic Co-optimized Latent Diffusion Model for Fast Visual Anagram Synthesis
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
How Much Evidence Should Retrieval-Augmented In-Context Learning Use Under Distribution Shift?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PP-Mark: Provable and Publicly Verifiable Watermarking for Generative AI
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Geometric Wall: Manifold Structure Predicts Layerwise Sparse Autoencoder Scaling Laws
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BioSafetyBench: Agentic Cascade Evaluation for the Bio-AI Ecosystem
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Glance Before You Tell: Anomaly-Guided 3D Radiology Report Generation with Heat-Conduction Slice Encoders
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EmoTrack: Robust Depression Tracking from Counseling Transcripts across Session Regimes
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Breaking the Group Size Barrier: Parameter-Efficient Group Dance Generation with Chain-of-Dancers
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EnerGNN: Learning Optimization-Compatible Energy Functions for Exact Constrained Combinatorial Inference
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Retained-Signal Interface for LLM Watermark Robustness under Paraphrase
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GeoReason: Bridging Logical Reasoning and Spatial Fidelity in Remote Sensing Segmentation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Distributional Alignment as a Criterion for Designing Task Vectors in In-Context Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
IRCasDiff: Two-Stage Cascaded Diffusion for Compound Infrared Face Reconstruction
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
K12-KGraph: A Curriculum-Aligned Knowledge Graph for Benchmarking and Training Educational LLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Conflict-Aware Logit Adapters for Utility-Preserving Anti-Distillation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ST-DiffEye: Diffusion-based Continuous Gaze Generation via Joint Scanpath-Trajectory Modeling
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Thinking in Pictures: A Systematic Benchmark for Reasoning-driven Image Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Ask in the Crowd: Differentially Private LLM Inference via Dummy-Augmented Shuffling
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Build-and-Find: An Effort-Aware Protocol for Evaluating Agent-Managed Codebases
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TwinRouterBench: Fast Static and Live Dynamic Evaluation for Realistic Agentic LLM Routing
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
XL-DocBench: Benchmarking Evidence-Grounded Extra-Long Document Understanding
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RPC-GS: Gaussian Splatting with native RPC Rendering for Satellite Imagery
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Normal References: Discriminative Few-Shot Anomaly Detection
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning When to Trust LLM Priors: A Validated Framework for Semantic Prior Integration
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Baba in Wonderland: Online Self-Supervised Dynamics Discovery for Executable World Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Pixel-space Autoregressive Image Synthesis via Spectrum Serialization and Flow-based Refinement
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Arbitrarily Conditioned Hierarchical Flows for Spatiotemporal Events
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Scenario Reduction for Two-Stage Robust Optimization with Discrete Uncertainty
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Variational Monte Carlo for Quantum Excited States via Nested Low-Rank Approximation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ExtrapAir: Air Quality Inference at Unmonitored Locations via Weather-Bridged Spatial Attention
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
One Avatar, Any Budget: Robust LoD for Dynamic Gaussian Avatars
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning to Surpass: Training Tool-Using Agents with Anchored Feedback
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BioMicroAgents: A Co-evolutionary Multi-Agent Framework for High-Fidelity Biomicroscopy Imaging
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MEME: Multi-Entity & Evolving Memory Evaluation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Co-Evolving Policy Distillation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EGCA: A Spectral Perspective on Forward Process Design in Diffusion Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Constrained Goal-directed Planar Graph Generation with Grammar-based Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Random-Effects Centroids for Domain Generalization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CARD: Internalizing Expert Critique into Reinforcement Learning for Deep Search
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Symmetries of Three-Layer ReLU Networks
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RxnOptBench: Benchmarking LLMs for Reaction-Condition Optimization in Organic Methodology
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EvoCUA: Evolving Computer Use Agents via Learning from Scalable Synthetic Experience
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Slowly Annealed Langevin Dynamics: Theory and Applications to Training-Free Guided Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Scattered by Design: Why Per-Output Pruning Resists Structured Compression
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
WorldAct: Activating Monolithic 3D Worlds into Interactive-Ready Object-Centric Scenes
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DualSAT: A Dual-Branch GNN-Transformer Framework for SAT Solving
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Nature3D-AD: Geometry-Aware Feature Learning for Natural-Growth 3D Anomaly Detection
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Training-Free Cultural Alignment of Large Language Models via Persona Disagreement
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BridgeTwist: Twisting Schrödinger Bridges for Training-Free Conditional Sampling
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Compressing Collections of Trees with Decision Equivalence
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SynerVLA: Exploiting Embodied Execution Phases for On-Device Dual-System VLA Acceleration
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Robust Concept Unlearning in Diffusion Models via Directional Stability Regularization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ForceFlow: Learning to Feel and Act via Contact-Driven Flow Matching
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Interpretable Multiway-Split Trees
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LLM-Auction: Generative Auction towards LLM-Native Advertising
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GUIGuard-Bench: Toward a General Evaluation for Privacy-Preserving GUI Agents
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
What Remains in Sight? Autoregressive Video Decoding as Representation-Guided Context Rewriting
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Training Language Models via Neural Cellular Automata
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Inferring Computational Structure from Neural Recordings with Gain-Modulated Linear Dynamical Systems
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reading Attribution from Attention: Evidence Heads as Latent Attribution Mechanisms in LLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Not Too Generative, Not Too Discriminative: The Human Alignment Sweet Spot
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Drag as Evidence: Motion-Grounded Latent Recomposition for Drag-Based Editing
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Generation Navigator: A State-Aware Agentic Framework for Image Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
InvestigationWorlds: An Agentic Environment for Legal Investigation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DRIVE: Fine-tuning via Data Contribution- and Diversity-aware Weighting with Prior Regularization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
On approximation and estimation of Schrödinger potentials without the curse of dimensionality
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TSFM Meets LLM: Context as Covariate
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Geometry-Aware Zeroth-Order Optimization for Fine-Tuning Quantized LLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Channel Mixer: A Pretrainable Tokenizer for Scalable Multi-Channel Vision Transformers
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FADE: Fractional Anomalous Dynamics Extrapolation for Training-Free Diffusion Transformers Acceleration
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Alignment Collapse Under KV Cache Quantization: Diagnosis and Mitigation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SSDGExplainer: Structure-Semantic Dual-Guided Explainer for Graph Neural Networks
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
H2G: Hierarchy-Aware Hyperbolic Grouping for 3D Scenes
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GeoMIND: A Benchmark for Spatial Understanding in Robotic Manipulation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Memento No More: Coaching AI Agents to Master Multiple Tasks via Hints Internalization
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MCPHunt: An Evaluation Framework for Cross-Boundary Data Propagation in Multi-Server MCP Agents
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
What do EEG Foundation Models Capture from Human Brain Signals?
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Relevance Is Not Necessity: Selecting the Necessary API Set for Tool-Using LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
What Does the AI Doctor Value? Auditing Pluralism in the Clinical Ethics of Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Trajectory-Consistent Dropout for Uncertainty Decomposition in Hamiltonian Neural Networks
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
On the Runway Cascade of Transformers for Language Modeling
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FM-ChangeNet: Learning Change through Pathwise Feature Transport
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Scaling Storm-Resolving Atmospheric AI Simulation to the Entire Planet
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Graph and Simplicial Complex Prediction Gaussian Process via Hodgelet Representations
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Graph Cascades: Contagion-Based Mesoscopic Rewiring for Structure-Aware Graph Machine Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Do Diffusion Models Learn to Generalize Basic Visual Skills?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
UGO: Unified Architecture for General Multi-Object Tracking by Segmentation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
One Unified Representation: Resolving the Appearance-Semantics Dilemma via Structural Regularization
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DC-Ocean: Deep Latent Compression for Global High-Resolution Ocean Forecasting
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SteerCast: Retrieval-Based Latent Steering for Decoder-Only Time Series Forecasting
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Power Distribution Bridges Sampling, Self-Reward RL, and Self-Distillation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Reduction from Delayed to Immediate Feedback for Online Convex Optimization with Improved Guarantees
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Optimize Once, Execute Fast: Latency-Aware Multi-Agent Workflow Learning for Recurrent Queries
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MapShift: Controlled Post-Intervention Evaluation for Embodied World Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DiffRatio: Training One-Step Diffusion Models Without Teacher Supervision
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Trading Sensing for Structure: Sparse IMU-EMG Fingertip Force Estimation via Neuro-inspired Structured Modeling
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RankE: End-to-End Post-Training for Discrete Text-to-Image Generation with Decoder Co-Evolution
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
One Language-Free Foundation Model Is Enough for Universal Vision Anomaly Detection
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Delta-Adapter: Scalable Exemplar-Based Image Editing with Single-Pair Supervision
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rationale-Guided Policy Optimization: Learning to Reason with Adaptive Rationale Scaffolding
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Route-Consistent Adaptation for Stable Quantization of Mixture-of-Experts Models with Theoretical Guarantees
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Ego-HMB: Human Motion Bridging from Egocentric Images via Motion Bridge Diffusion Model
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reinforcement Learning Agents Are Swimmers
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
STEP: Learning STructured Embeddings for Progressive Time Series
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
T2V-AttnDisrupt: Inducing Hallucinations in LVLMs via Misrouting Visual Evidence Retrieval
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
In STeP: Speculative Tensor Parallelism for Concurrent Heterogeneous Inference of LLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Commit Then Explore: Reasoning Models Diversify, Not Converge
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Jailbreak susceptibility prediction and mitigation via the behavioral geometry of models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ParallelKernelBench: Can LLMs Write Fast Multi-GPU Kernels?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Efficient Computation and Best-Response Dynamics in Anonymous Two-Action Games with Linear Utilities
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Re-examining Low Rank adaptation for private LLM fine-tuning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MemForest: Efficient Agent Memory Management via EventTree Partitioning and Progressive Merging
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VocalGrad: Evaluating Acoustic Perception in Audio Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Not All Layers Need Tuning: Selective Layer Restoration Recovers Diversity
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Grounding Driving VLA via Inverse Kinematics
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BayesJudge: Uncertainty-Aware Bayesian Meta-Evaluation of Human and LLM Judgments
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Behavioral Geometric Supervision Aligns Video Foundation Models with Human Social Perception
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Trust Region Policy Distillation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Simulating Human Memory with Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FlyingDrones: A Dataset and Benchmark for Optical Flow Estimation from UAV motion
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AdKnob: Ad Intensity Control and Labeling for LLM-Native Advertising
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Top-$k$ Identification with Correlated Biased LLM Judges via Anchor Leverage
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DegradeQuery: Counterfactual Tuple Pretraining for Context-Aware PROTAC Degradation Prediction
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Test-time Multi-agent Coordination by Decomposed Value Gradient Flow
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Tail-Risk-Aware Stackelberg Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Is Dimensionality a Barrier for Retrieval Models?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PolyVision: Conditional Visual Scaling Via Dynamic Expert Routing For Vision-Centric MLLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Evaluating Neural Data Tokenizers: A Framework for Assessing Learned Representations of Spiking Activity
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Position: Adopt Constraints Over Fixed Penalties in Deep Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RiboC2F: Pose-First Coarse-to-Fine Flow Matching for Protein-Conditioned RNA Co-Design
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rennala-NSGD: Asynchronous Stochastic Optimization Beyond Euclidean Geometry
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SynBench: A Benchmark for Differentially Private Text Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Do Less, Decide Better: Optimal Human Dispatching in AI-Assisted Decisions
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DELTAVID: Enhancing Fine-Grained Spatiotemporal Perception with Cross-Video Differences
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
NIV: Neural Axis Variations for Variable Font Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LongScape: Advancing Long-Horizon Embodied World Models with Context-Aware MoE
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mechanistic Interpretability with Sparse Autoencoder Neural Operators
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DetectViT: Test-time Backdoor Detection for Vision Transformers via Inter-Head Attention Discrepancy
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HyperSkill: Multi-Modal Skill Learning on the Unit Hypersphere
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Strong Stochastic Flow Maps
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
XTraj: A Coarse-to-Fine Autoregressive Framework for Transferable Trajectory Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Conservative neural posterior estimation via distributionally robust training
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HRIL: Isolating Multimodal Synergy via Higher-Order Dependence
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BudSplat: Feed-forward 3D Gaussian Splatting under a Rendering Budget
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EPIC: Efficient Predicate-Guided Inference-Time Control for Compositional Text-to-Image Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Horizon Adaptive Offline Policy Learning via Value Stitching
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
NeuroAtlas: Benchmarking Foundation Models for Clinical EEG and Brain-Computer Interfaces
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Phases of Muon: When Muon Eclipses SignSGD
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
WorldReasonBench: Human-Aligned Stress Testing of Video Generators as Future World-State Predictors
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Vision-OPD: Learning to See Fine Details for Multimodal LLMs via On-Policy Self-Distillation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GVCC: Zero-Shot Video Compression via Codebook-Driven Stochastic Rectified Flow
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
UltraFlash: Accelerating Megapixel Visual Synthesis
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Attribution-Guided Shared-Private Decoupling for Noise-Reduced Audio-Visual Representation Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Density Matrices to Phase Transitions in Deep Learning: Spectral Early Warnings and Interpretability
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Local-Interaction Learning Dynamics: A Markov Random Field Framework for Convergence of Deep Neural Network Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Identified-Set Geometry of Distributional Model Extraction under Top-K Censored API Access
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Faithfulness Metrics Don't Measure Faithfulness: A Meta-Evaluation with Ground Truth
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Visual Expert Skipping for MoE-MLLMs via K-Armed Bandit based Expert Estimation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OpenCoF: Learning to Reason Through Video Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GEAR-Align: Grounding-Evidence-Aware Gradient Routing for Multimodal Alignment
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Holo4D: Holistic 4D Reconstruction as Geometric Control for Video Diffusion
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Exact Recovery of Lipschitz Orthogonal Coordinate Transformations via Constrained Normalizing Flows
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MaSC: A Masked Similarity Metric for Evaluating Concept-Driven Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Permanent and Transient Representations for Continual Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Taming CoT Obfuscation in VLMs: From Mechanistic Evidence to Activation-Level Enforcement
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Decoupled PEFT: Geometry-Aware Low-Rank Adaptation via Riemannian Reparameterization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Discrete Riemannian Metrics for Physical Fields with Cochain-Frame Equivariance
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Stability Analysis of AdamW: Unstable Equilibria and Non-Convergence
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Polynomial-Time Algorithm for Thiele Voting Rules with Voter Interval Preferences
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EditDistill: Is It Possible to Guide Video Editing with Image Editing
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Multiscale Microenvironment Vector Space Projection for Uncovering Diverse Pathological Biomarker
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Global PIQA: Evaluating Commonsense Reasoning Across 100+ Languages and Cultures
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Medical LLMs as Medical World Models: Unified Policy-Dynamics Learning with Test-Time Search
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Transferable SCF-Acceleration through Solver-Aligned Initialization Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Designing Effective Monitor-Based Interventions for Mitigating Reward Hacking During RL
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Basis-Mediated Bilinear Attention: A New Method for Greatly Reducing Query--Key Pathway Parameters
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Exact-Form Regret and Conservative Correlated Equilibria
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CAM: Question Answering on Entity-Centric Videos with Continuous Extraction and Adaptive Querying
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Requential Coding: Measuring Model Compressibility by Coding Data Instead of Parameters
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
StylePlan: Style-Conditioned Intent Planning for Zero-Shot Coordination
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond [SEG] Tokens: Training-Free Video Reasoning Segmentation via Counterfactual Inference and Contrastive Concept
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Knocking-Heads Attention: Drop-in Shared Projections for Cross-Head Coordination
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
IdealCache: Rethinking Cache Scheduling in Diffusion Transformers via Ideal Trajectories
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Breaking $\textit{Winner-Takes-All}$: Cooperative Policy Optimization Improves Diverse LLM Reasoning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Structured State-Space Regularization for Generation-Friendly Image Tokenization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Agentic World Vision-Language-Action Models for Autonomous Driving
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AutoHoney: Automating, Deploying, and Evaluating Scheming Honeypots Across Production Codebases
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ADMIT: Support-Gated Memory-Write Admission for Document QA Agents
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Multi-Oracle Agreement Reveals the Limits of Self-Consistency Evaluation in RNA Design
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Semantic-Statistical Prior Banks for Federated Low-Shot Learning under Non-IID Clients
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SGNNBench: A Holistic Evaluation of Spiking Graph Neural Networks on Large-scale Graphs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MEV: A Multi-Event Video Dataset for Long-Take Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Latent-Lens: Visual Perception in Small Language Models Through Latent Communication
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Silent Hyperparameter: Quantifying the Impact of Inference Backends on LLM Reproducibility
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Concepts in Motion: Temporal Concept Bottleneck Model for Interpretable Video Classification
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Orthros: Phase-Aware Heterogeneous Attention for Efficient Transformers
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Squeezing to Grounding: Visual Guided DPO for Multimodal Hallucination Mitigation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Efficient Reasoning via Constrained Optimization in Latent Space
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Efficient, Accurate and Stable Gradients for Neural ODEs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Improved Regret Analysis For Parallel Gaussian Process Bandit Optimization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Systematic Evaluation of Co-folding Model Representations for Small-Molecule Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PINNeval: A Comprehensive Evaluation Standard for Physics-Informed Neural Networks
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FLIP: Fast and Accurate Global Lipschitz Estimation for Large Feedforward Networks
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Consilience for Verifier-Free Test-Time Scaling
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GEMS-3D: A Large-Scale 3D Gravity, Electrical, Magnetic, and Seismic Earth Simulation Dataset for Multimodal Geophysical Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When Medical VLMs Stop Understanding: MedTEC-Bench for Probing Semantic Specificity
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DRAGON : A Benchmark for Evidence-Grounded Visual Reasoning over Diagrams
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When Catastrophic Inheritance Meets Forgetting in Continual Adaptation of Foundation Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Not All Features Are Created Equal: A Mechanistic Study of Vision-Language-Action Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SimReg: Achieving Higher Performance in the Pretraining via Embedding Similarity Regularization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RheoSampling: Resolving the One-Hot Dilemma in Stochastic Dynamic-Tree Speculative Decoding
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Solving Every Step Is Not Enough: Milestone Oracles Reveal a Composition Gap in LLM Math Reasoning
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VideoOdyssey: A Benchmark for Ultra-Long-Context and Omni-Modal Video Understanding
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Spectral Asymptotics of Neural Network Jacobians: Convergency, Universality, and Phase Transition
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
High-Dimensional Learning Dynamics of Attention-Indexed Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Flow-DPPO: Divergence Proximal Policy Optimization for Flow Matching Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Parallel Rollout Approximation for Pixel-Space Autoregressive Image Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Spik-NeRF v2: Pushing the Limit of Spiking Neural Radiance Fields with $ \pm $I-LIF
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AirIAD: Agentic Iterative Reasoning for Industrial Anomaly Detection
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PolyTopoBench: A Benchmark for Complex Vector Polygon Generation from Remote Sensing Imagery
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Mirage of Optimizing Training Policies: Monotonic Inference Policies as the Real Objective for LLM Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HireWatch: Evaluating LLM Compliance with U.S. Employment Law Under Contextual Pressure
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Exact Channel Decoupling via Joint Diagonalization and Uniform Splicing for Diffusion Transformer Quantization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PotARCin: Multi-Dimensional Evaluation of Skill Acquisition in Abstract Reasoning Tasks
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ARES: How Reliable Are LLM User Simulators for Recommender A/B Testing?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CRISP: Compositional Reasoning over Images via Stackable Programs for VLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
NOFE – Neural Operator Function Embedding
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LLM-WikiRace: A Benchmark for Planning and Reasoning over Real-World Knowledge Graphs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
KernelDNA: Cross-Layer Kernel Sharing via Decoupled Neural Adapters
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Optimizing the Envy Cycle Elimination Algorithm
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Multi-view Relational Distillation for Spatial Reasoning with Vision-Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Clips to Streams: A Unified Framework for Streaming Sign Language Translation
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
WaveletLoRA: Frequency-Aware Content-Style Decomposition for Personalized Image Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sparse Planning in Visual World Models via Cost Gradients
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Agent Explorative Policy Optimization for Agentic Multimodal Reasoning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Evidence Guided Dual Expert Memory with Joint Routing for VLLMs Online Correction
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CLIFT: Conformal Self-Verification for Web Agent Training and Test-Time Scaling
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GraphUAT: Uncertainty Attribution in Graph Neural Networks
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Error-Guided Bellman Calibration for Semi-Offline Value Estimation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond MSE: Differentiable Complexity Priors for Structure-Preserving Neural Denoising
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Deep Heteroskedastic Regression: Post-Hoc Variance Estimation from Latent Representations
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Curvature-Dependent Lower Bounds for Riemannian Online Convex Optimization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reconstruction or Semantics? What Makes a Latent Space Useful for Robotic World Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Empirical Bayes Rebiasing
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Large Language Models Develop Belief State Geometry In-Context
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Orthogonal Updates for the Win: Towards Accelerated Adaptive Minimax Optimization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EvoDiagram: Agentic Editable Diagram Creation via Design Expertise Evolution
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Online Localized Conformal Prediction
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OneCanvas: 3D Scene Understanding via Panoramic Reprojection
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Visual Speech Representations via Cross-Modal Distillation and Joint Face-Lip Modeling
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Q-Focus: Let the Question Guide What to See in Long Videos
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Reveals Invisible Structure in Low-Rank RNNs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Survival Models with Right-Censored Reporting Delays
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Task-Induced Riemannian Metrics for Vision Transformer Feature Spaces
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ProDG: Prototypes for Data-Free Generative Post-Hoc Explainability
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rectified Policy Rollouts with Hierarchical Expert Guidance for Neural Combinatorial Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
End-to-End Neural Modeling of EM Response and Design Performance for Free-Form RFIC Passives
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FISC: Time-Series Forecasting via First-Layer Statistical Calibration Constraints
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Logit-Conditioned Diffusion Decoding for Frozen Discrete-Token VLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
What does a Bayes-filtered transformer believe? A predictive Monte Carlo approach
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MAPLE: Latent Multi-Agent Play for End-to-End Autonomous Driving
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Adaptive Joint Testing of Policies in Discounted Markov Decision Processes
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PACE-dLLM: Elastic Block Decoding via Confidence Cliff Estimation for Diffusion Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Private Online Prediction from Experts with Small Losses
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Global Context Guidance for Diffusion Large Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DSSA: Dynamic Sparse Semantic Anchoring for Purifying Protective Perturbations against Diffusion Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Neural Operator-based Curriculum Learning for Physics-Informed Neural Networks
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Derived Fields Preserve Fine-Scale Detail in Budgeted Neural Simulators
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CASL-VAE: Learning Structured Latent Variables from Unpaired Data for Semi-supervised Clustering and Paired Sample Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PREPING: Building Agent Memory without Tasks
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
On the Complexity of Discounted Robust MDPs with $L_p$ Uncertainty Sets
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Generalizable Physics Simulation through Compositional Energy Minimization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Compositional Training-Free Diffusion Planning for Long-Horizon Multiple Reach-Avoid Tasks
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HALO-VGGT: Heterogeneity-Aware Lightweight Online Compression Allocator for Efficient VGGT
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SUPERVISE: A Unified Framework for Standardized and Reproducible Superpixel Evaluation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Adversarially Attacking Symbolic Vocabulary Vulnerabilities In LLM Planners
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Faithful Embeddings of Irregular and Asynchronous Data for Online Log-NCDEs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
POST: Progressive Object-Slot Tokenization for Multimodal Large Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Fine-tuning language encoding models on slow fMRI improves prediction for fast ECoG
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Auto-Rubric as Reward: From Implicit Preference to Explicit Generative Criteria
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
First-Order Trajectory Matching: Fast Ensemble Predictions of Chaotic, Turbulent, Stochastic Systems
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LLM Flow Processes for Text-Conditioned Regression
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VeriScope: Measuring Verification-Ready Verilog Artifacts
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Nexus: Same Pretraining Loss, Better Downstream Generalization via Common Minima
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
REAL-MED: Benchmarking LLM Agents on Real-World Medical Tasks
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ReFlex: Faithful Panorama Reconstruction from a Single Image with Reflections
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Eigenfunctions: Divergence Principal Functions for Representation Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Orthogonal Sparse Subgraph Alignment for Structure-Function Coupling in Brain Networks
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Surrogate Perspective on Convergence of Fixed-Target DQN
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LinuxArena: A Control Setting for AI Agents in Live Production Software Environments
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Flux Attention: Context-Aware Hybrid Attention for Efficient LLMs Inference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Irreducible Supervision Enables Compositional Generalization in Post-Training
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Average Flatness: Domain-wise Flatness for Domain Generalization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Multiple Instance Verification
[
Poster]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
On the Necessity of Guidance Decay: From Three-Phase Analysis in Gaussian Mixture Models to Dynamic Optimization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Q-Residual Physics: Hamiltonian-Structured Quantum Residual Learning for Embodied Dynamics
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Dispatchable Coordination Envelopes for Embodied Collaboration Under Sequential Uncertainty
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning to Audit ML Models with Theory of Mind
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Laplacian Keyboard: Beyond the Linear Span
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Hearing the Unspoken: Simulator-Induced Asymmetric-View Policy Optimization for Proactive Task-Oriented Dialogue
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Cognitive Firewalls: A Synthetic Account of Cross-Lingual Reasoning Collapse
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mesh BDF: Barycentric Dominance Field for 3D Native Mesh Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CommunityKV: Efficient Long-Context Decoding via Graph Partitioning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Cache the Future: Training-Free Self-Revision for Diffusion Transformer Acceleration
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Exact Gaussian Moment Matching for Residual Networks: a Second-Order Method
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ECHO: Continuous Hierarchical Memory for Vision-Language-Action Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EvoMM: Reinforced Self-Evolving Multimodal Agentic Memory
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AutoScientists: Self-Organizing Agent Teams for Long-Running Scientific Experimentation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Understanding the Convergence of Direct Training of SNNs with Surrogate Gradients
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Latent Refinement Decoding: Enhancing Diffusion Language Models by Refining Belief States
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Provable Pruning for Efficient 3D Gaussian Splatting via Coresets
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HeMeR: Heterogeneous Memory Reconciliation for Embodied Agents via Structured KV Reuse
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Unified Panoramic Geometry Estimation via Multi-View Foundation Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
scMAF: Single-Cell Multi-Omics Clustering via Adaptive Modality Fusion
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Foundation Pareto Flow Policy for Multi-Objective Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Binary Regression: Universal Ising Model, Binary Expansion and Beyond
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Discovering What You Can Control: Interventional Boundary Discovery for Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Posterior-First Neural PDE Simulation: Inferring Hidden Problem State from a Single Field
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Subgoal-driven RL Framework for Improving Long-Horizon Web Agents
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ARROW: Augmented Replay for RObust World models
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AgentSSL: Can MLE Agents Leverage Unlabeled Data?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Auditing Capsule Vision 2024: Within-Split Train-to-Validation Re-Exposure and a Kvasir-Channel Sensitivity Diagnostic
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Senses to Decisions: The Information Flow of Auditory and Visual Perception in Multimodal LLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Closed-Form Linear-Probe Dataset Distillation for Pre-trained Vision Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HyrCap: Hybrid Rank-Calibration of Action Proposals for Temporal Event Understanding
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OmniMemBench: Towards Scalable Evaluation of Long-Term Omni-Modal Agent Memory
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Face Deepfake-aware Recovery via Semantic-driven Facial Representation-based Watermarking
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Vermeer: Autoregressive generative modeling of microscopy predicts protein localization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Scaling Linear Mode Connectivity and Merging to Billion Parameter Pretrained Transformers
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
IntentLens: Grounding Underspecified Multimodal Queries for Recommendation via Tool-Augmented Reasoning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
$\texttt{RNAGenScape}$: property-guided, optimized generation of mRNA sequences with manifold Langevin dynamics
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ReGen: Agentic Video World Modeling with Synergized Reasoning and Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Correlation-Aware Contextual Bandits with Surrogate Rewards for LLM Routing
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TimeOperator: A Function-to-Function Approach to Time Series Modeling
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Joint Certification for Attributed Graphs: Beyond Topology-Only Robustness
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Predictive Concept Decoders: Training Scalable End-to-End Interpretability Assistants
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Senses Wide Shut: A Representation-Action Gap in Omnimodal LLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Disambiguating 2D-3D Correspondences in Gaussian Splatting-based Feature Fields for Visual Localization
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Phase Transitions in Attention: A Bayesian Theory of Copy Head Emergence
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Cross-Layer Evolution Graph Learning for Fine-grained VLM Hallucination Detection
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Preconditioned Flow Matching
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Do We Really Need Diffusion for Generative Object Detection? A Minimal Prototype Perspective
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
End-to-End Training for Unified Tokenization and Latent Denoising
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reason in the Words You Speak: Idiolectal Paraphrasing Off-Policy Traces for Reasoning Distillation in VideoLLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RCSTAT: A Statistical Framework of Relative Contextualization in Transformers
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Unified Framework for Image-to-3D Part Generation via Variable Granularity
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
WAXAL: A Large-Scale Multilingual African Language Speech Corpus
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FA-LAM: Focus-Aware Large Avatar Model for One-Shot 4D Animatable Gaussian Head
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Online Control with Multiple Sensors
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PROTEUS: A Self-Evolving Red Team with Surface Expansion for Agent Skill Ecosystems
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Cascaded Sparse Autoencoders LearnMulti-Level Visual Concepts in Multimodal LLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learnable Diffusion-based Positional Encodings for Link Prediction
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SANEval: Open-Vocabulary Compositional Benchmarks with Failure-mode Diagnosis
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RISE-Video: Can Video Generators Decode Implicit World Rules?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
STREAM: Stochastic Riemannian Flow Matching with Anisotropic Decoder for Digital Histopathology Image Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OrangeTree: A Linear and Tree-based Time Series Forecasting Model Supporting Multiple Input and Output Lengths
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Diffusion LLMs are Natural Adversaries for any LLM
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CODA: Cohort- and Drift-aware Foundation Model for Multimodal Clinical Reasoning
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Trust Region Approach for Learning Schrödinger Bridges
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Scalable Maximum Entropy Reinforcement Learning for Diffusion Policies via Adjoint Matching
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Phantom Transfer: Data Poisoning can Survive Data-Level Defences
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MoE-SpAc: Efficient MoE Inference Based on Speculative Activation Utility in Heterogeneous Edge Scenario
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Distilling Graph Geometry: Knowledge Gap from GNNs to MLPs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Safety Reconstructed: Generative Modeling via Masked Diffusion Builds Strong Safety Guardrails
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MARS: Multi-resolution Adaptive Routing for Sequential Recommendation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Training with Harnesses: On-Policy Harness Self-Distillation for Complex Reasoning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Outcome: Trajectory-Driven Prompt Optimization via Multi-Dimensional Rewards
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Self-Programmed Execution for Language-Model Agents
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Domain-Conditioned Class Imbalance: Why Global Class Balance Fails Across Domains
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CausalCine: Real-Time Autoregressive Generation for Multi-Shot Video Narratives
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
I-Perceive: A Foundation Model for Vision-Language Active Perception
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MaRK: Markov-adapted Recurrent Kernels for Dynamic Operator Conditioning in State Space Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PO-PDDL: Learning Symbolic POMDPs from Visual Demonstrations for Robot Planning Under Uncertainty
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MemeEconomy : Do LLM Agents Trade Ethics for Survival?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Knowledge Transfer Scaling Laws for 3D Medical Imaging
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Masked Diffusion Language Agents for Tool-Integrated Chemical Reasoning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Forced Orders: What LLM Leaderboards Hide About Model Comparisons
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rethinking "RL Generalizes, SFT Memorizes": The Role of SFT Data
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
S$^2$-RL: Sample-Set Dual Reinforcement Learning for Generative Semantic Segmentation Dataset Distillation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Exposing and Mitigating Temporal Attack in Deepfake Video Detection
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Strong Helps Weak: Directional Cross-Modal Alignment Transfer in Multi-modal LLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Subdata Selection: A Unified Framework for Optimal Selection and Statistical Efficiency Assessment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MaPP: A Unified Marginalized Posterior-Predictive Framework for Data-Efficient RLVR
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BasicLT: Basic-Level Abstraction and Selective Differentiation for Long-Tailed Recognition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Prism: Harmonizing Missing Modalities via Implicit Structural Alignment on Lightweight Pulse RWKV for Multimodal Crack Segmentation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Understanding Multimodal Failure in Action-Chunking Behavioral Cloning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
STILL: Selecting Tokens for Intra-Layer Hybrid Attention to Linearize LLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TOM-Pruning: Target-aware Output Manifold for LLM Pruning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
KV Cache Compression via Attention Output Distortion Minimization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Orthogonal Origin Parking: Decoupling Lorentz Manifolds for Robust OOD Generalization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Disentangled Multimodal Learning for Scalable Dynamic IR-Drop Analysis
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Measuring Coherence in Predictive Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning-to-Memorize: Dynamic Context Management for Long-Horizon Autoregressive Video Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RSRCC: A Remote Sensing Regional Change Comprehension Benchmark Constructed via Retrieval-Augmented Best-of-𝑁 Ranking
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Self-EvolveRec: Self-Evolving Recommender Systems with LLM-based Directional Feedback
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Batched Hartigan's $k$-Means Clustering
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Principled Policy Optimization for LLMs via Self-Normalized Importance Sampling
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Computational Depth Predicts Quantization Sensitivity in Multimodal Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PreDiff: Sequential Recommendation by Denoising Preference Distributions
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PriSM: Prior-guided Shared-basis Mixture Personalization for LLMs under Sparse User Histories
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CURE: Visual Reprogramming of Vision-Language Models under Limited Supervision
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Dual-Space Preconditioning for Variational Inequalities and Root-Finding Problems
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DiPO: Disentangled Perplexity Policy Optimization for Fine-grained Exploration-Exploitation Trade-Off
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Adaptive multiscale operator correction via learned spectral subspace and physics-informed optimization.
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Eliciting Secret Knowledge from Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
$PAS^2$: Physics-Anchored Spectral Reasoning for Air Quality Forecasting
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Semantics-to-Contact: A Stagewise Framework for Robust Contact-Rich Manipulation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Where It Matters: Geometric Anchoring for Robust Preference Alignment
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Selected-Tail Reliability in Verifier-Guided Best-of-$N$ Inference
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Teaching Large Language Models When Not to Know: Learning Temporal Critique for Ex-Ante Reasoning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HumanoidArena: Benchmarking Egocentric Hierarchical Whole-body Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Offloading Score: Measuring AI Reliance through Counterfactual Workflows
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rubric-Align: Safety Alignment through Dynamically Co-Evolving Rubrics
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Long-Context Generation Is a Sampling Problem
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Langevin: Sampling Multimodal Densities using the Witten Laplacian on 1-forms
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PatchKV: Weight Space Compensation of KV Cache
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Tuna-2: Pixel Embeddings Beat Vision Encoders for Multimodal Understanding and Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ReFPO: Reflow Regularization for Flow Matching Policy Gradients
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Boundary Mass in Feature Space as a Label-Budget Diagnostic for Representations
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GraDE: A Graph Diffusion Estimator for Frequent Subgraph Discovery in Neural Architectures
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
How are linear representations learned? Exact solutions to the dynamics of abstraction
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sparse Delta Memory: Scaling the State of Linear RNNs through Sparsity
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Step-wise Rubric Rewards for LLM Reasoning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Distributionally Robust Mixture-of-Experts Training
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CLIOPATRA: Extracting Private Information from LLM Insights
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Decentralized Q-Learning in Markov Potential Games
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Multiscale Single-Index Model: A Toy Model for Hierarchical Feature Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Structure-Prompted Multimodal Protein Language Model for Preference-Aligned Fitness Prediction
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SynGeo: Synergizing Seeing and Proving through Revisable Geometric States
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FLARE: Verifying MILP Reformulations with LLM-Based Formal Proof Synthesis
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Bridging Compute- and Data-Optimal Pretraining
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Pooling Versus Ensembling for Ridge Regression Under Covariate Shift
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Algorithm for Contextual Queueing Bandits with Rate-Optimal Queue Length Regret
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Intent2CAD: How Semantic-Parametric Supervision Shapes Text-to-CAD Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Before It Fades: Reinforcing Temporal Representations at Inference Time in VideoLLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LDD-RFM: Learnable Domain Decomposition for Random Feature Models via Variable Projection
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BrainCoT: A Multi-Task Zero-Shot Brain Signal Foundation Model with Neurometric-Anchored Chain-of-Thought Reasoning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Recovering the Apresjan Hierarchy Using Linkage-Based Clustering
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CAVE: A Structured Credit Assignment Approach for Fragmented Visual Evidence Reasoning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
WTF?! Simulation-Free Reinforcement Learning with Wasserstein-Tilted Flow Maps
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FlashSSM-3D: A Distilled State Space Model for Lightning-Fast Dense 3D Reconstruction
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Spherical Flows for Sampling Categorical Data
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mitigating Overthinking in Large Reasoning Language Models via Reasoning Path Deviation Monitoring
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Revisiting Diffusion Fine-Tuning for Unsupervised Domain Adaptation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Dr. MAS: Stable Reinforcement Learning for Multi-Agent LLM Systems
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AMGenC: Generating Charge Balanced Amorphous Materials
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CrafterDojo: A Suite of Foundation Models for Building Open-Ended Embodied Agents in Crafter
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ProteinOPD: Towards Effective and Efficient Preference Alignment for Protein Design
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LOCU: Löwdin-Orthogonalized Constraint Updates for Multi-Constraint Policy Optimization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Resolving Time-Frequency Ridge Crossings via Frequency-Rate Lifting
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Approximation of Maximally Monotone Operators : A Graph Convergence Perspective
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Voice "Cloning" Is Actually Style Transfer
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Gradient Routing Localizes and Removes Unintended Behaviors in RL
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LLMs Optimizing LLMs: Automated MegaKernel Generation for Inference Acceleration
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
STEER: Route-Aware Adaptive Reasoning for Autonomous Driving
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LAMP: Language-Modulated Geometric Preservation for Multi-Modal Object Re-Identification
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Known By Their Actions: Fingerprinting LLM Browser Agents via UI Traces
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SSR3D-LLM: Structured Spatial Reasoning via Latent Steps for Fine-Grained Grounding in Unified 3D-LLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FeatCal: Feature Calibration for Post-Merging Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mutual Predictability Decomposition: Learning Interpretable Cross-Set Structure via Bi-Directional Prediction
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning to Group and Order: Cross-Instance Self-Supervised RL for Vision-Centric MLLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Short-Context Dominance: How Much Local Context Natural Language Actually Needs?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Motif-Mamba: network motif improved mamba for long-range sequence modeling
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
High dimensional theory of two-phase optimizers
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Hierarchical Regime-Conditioned Dynamics for Spatiotemporal Graphs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Simplicity is Enough: ReAct Agents for Prompt Optimization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
How Likely Are Voting Rules Equitable?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Don't Lose Focus: Activation Steering via Key-Orthogonal Projections
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Detect Anything in Graphic Design: Element-Level Rewards for Autoregressive Detection
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Chance-constrained Flow Matching for High-Fidelity Constraint-aware Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Cracks in the Foundation: A Civil Infrastructure Dataset to Challenge Vision Foundation Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Tokens to Tactics: Adversarial Text Optimization in an Axis-Aligned Rhetorical Strategy Space for Harmful Content Detection
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Real In, Real Out: What If We Only Use Real Data for Scene Text Editing?
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FaithSieve: Fine-Grained Evaluation of Math Proofs with Faithful Formal Evidence
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rethinking Infrared Small Target Detection: A Foundation Driven Efficient Paradigm
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Model-Agnostic FDR Control via Group Gaussian Mirror and Permutation SHAP
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SCHOLARPEER: A Multi-Agent Framework for Automated Peer Review
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learn from your own latents and not from tokens: A sample-complexity theory
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Biological Graph Priors Enable Representation Learning for Cellular Microscopy
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Read, Parse, Describe: Unified Document Parsing with Visual Element Description Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Aligning Inductive Bias for Data-Efficient Generalization in State Space Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PULSE: Identifying Demonstration-Utility Features with Sparse Autoencoders
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning to Recommend in Unknown Games
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
How Do Agentic LLMs Decide to Call Tools? A Scaffold Default Controlled by Suppression
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When LLMs Know but Fail to Reason: Injecting Memory for Reasoning Enhancement
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Provably Safe, Yet Performant Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Busemannformer: Horospherical Self-Attention for Hyperbolic Graph Transformers
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
M2A: Synergizing Mathematical and Agentic Reasoning in Large Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Representation Learning Enables Scalable Multitask Deep Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Optimal Hidden-Target Learning for Online Inventory Optimization on General Convex Sets
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Understanding Layer Patching in Model Size Interpolation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Safe-Fair MACPO: Burden-Fair Constrained Policy Optimization for Safe Multi-Agent Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Resolution-Aware Structural Density Peak Clustering
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Ensemble Modeling for Time Series Forecasting: an Adaptive Robust Optimization Approach
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Geometry Matters in Packed 3D Attention
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Calibrating Generative Models to Feature Distributions with MMD Finetuning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Spectral Compositional Koopman Operators for Global-to-Regional Weather Forecasting
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The VLM as Sensor: Bayesian Active Search for Long Video Understanding
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Distillation of Foundation Models for Time-dependent PDEs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Node Sequences: Relational Diffusion for Unified Graph Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Implicit Value Probing: Inferring Human Value Preferences via Strategic Multi-Turn Conversations
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Discrete Diffusion Playground: A 2D Benchmark for Discrete Generative Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CLEF: EEG Foundation Models for Learning Clinical Semantics
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Programmatic Reasoning with Structural Schema: A Unified Framework for Multi-Table Inference
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Dual-Domain Vision Transformer with Spectral Positional Bias
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Intervention-Guided Image-Free Classifier Expansion for Fine-Grained Recognition
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HiFloat4 Format for Language Model Pre-training on Ascend NPUs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Video-Mirai: Autoregressive Video Diffusion Models Need Foresight
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
What Gets Measured Gets Managed: Sign-aware Recommendation Needs Sign-aware Evaluation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sequential Membership Inference Attacks
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Verifiable Environments Are LEGO Bricks: Recursive Composition for Reasoning Generalization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Universal Approximation Theorems for Dynamical Systems with Infinite-Time Horizon Guarantees
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
COMPOSE: Composing Future Theorems from Citations and Formal Structure
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Extrapolative Weight Averaging Reveals Correctness–Efficiency Frontiers in Code RL
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Structural Support Certificates for Mechanistic Hypothesis Selection
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HierRR: Enhancing Instruction Alignment in Open-Vocabulary Indoor Scene Synthesis via Agentic Hierarchical Reasoning and Reflection
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Generative Actor-Critic with Soft Bridge Policies
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Bandits via Additive Quantized Representations
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
On Nash Equilibria in Participatory Budgeting with Donations and Beyond
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rethinking Projector Training in Multimodal LLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RESBev: Making BEV Perception More Robust
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Vendi Anomaly Scores for Efficient and Accurate Anomaly Detection
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Does Cross-Panel Pretraining Transfer Under Marker Heterogeneity? A Large-Scale Empirical Study in Clinical Flow Cytometry
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Stabilizing the Dynamic Low-Rank Training
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Bayesian Optimization on Function Spaces via Sparse RKHS Manifolds
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Workspace-Bench 1.0: Benchmarking AI Agents on Workspace Tasks with Large-Scale File Dependencies
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
An Equivariance Principle for Optimizer Design: Symmetry-Compatible Updates for Embeddings, LM Heads, and MoE Routers
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
What Drives Test-Time Adaptation for CLIP? A Controlled Empirical Study from an Update Perspective
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PixelPonder: Dynamic Patch Adaptation for Enhanced Multi-Conditional Text-to-Image Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BQ-LoRA: Binary-Quantized Low-Rank Adapters as Implicit Regularizers for Parameter-Efficient Fine-Tuning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
S2T-RLHF: Hierarchical Credit Assignment for Stable Preference-Based RLHF
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MMA-SafetyBench: A Benchmark for Multimodal Agent Safety Evaluation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Temperature Guidance For Robust Reward Conditioning In Diffusion Planning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MetaKE: Meta-Learning for Knowledge Editing Toward a Better Accuracy-Editability Trade-off
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
M*: A Modular, Extensible, Serving System for Multimodal Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Multimodal AI Detection In Two Words
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Incorporating Hierarchical Semantics in Sparse Autoencoder Architectures
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Dynamical Adapter Fusion: Constructing A Global Adapter for Pre-Trained Model-based Class-Incremental Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RadarFlowPose: Vision-Inspired Coarse-to-Fine Skeleton Refinement with Flow Matching
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Expected Values: Risk-Sensitive Planning with Distributional Monte-Carlo Tree Search
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Chain-of-Thought Is Not Explainability
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Robust Latent Space Bayesian Optimization with Marginalized Kernel
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Small to Large: Cross-Scale Graph Domain Adaptation via Local-Global Structural Alignment
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sequence-to-Sequence Modeling with Camera-Induced Priors for Multi-View Stereo
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Kernel-Gradient Drifting Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Lumberjack: Better Differentially Private Random Forests through Heavy Hitter Detection in Trees
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Heteroscedastic Variational Last Layers
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Making Open-Source Text LLM Watermarks Durable Against Merging
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GeoRad-3D: Factorized Geometry Transport and Residual Radiometry for 3D Radar Nowcasting
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Paradoxes of Game Theoretic Equilibria and Price of Anarchy
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Ask Early, Ask Late, Ask Right: When Does Clarification Timing Matter for Long-Horizon Agents?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CAPER: Clause-Aligned Process Supervision for Text-to-SQL
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DyRA: Dynamic Residual Approximation for Efficient Matrix Multiplication in DNNs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Marauder’s Map: Bézier Manifolds Reveal Hidden Surfaces for Model Merging and Ensembling
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VideoMaMa++: Temporally Consistent Video Matting via Preserve-and-Refine Tokens
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Can LLMs explain themselves truthfully with code?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Neural Circuit Architectural Priors for Rat Locomotion
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Phase Space Attention: A Hairer Lift Resolves the Single-Layer Induction Obstruction
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Rate Transfer for Hybrid Transformer-SSM Architectures
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OASIS: Observation-Action Space Alignment via SE(3) Trajectory Prediction for Robotic Manipulation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SLiDE: Structured Linear Dynamics for Forecasting with Exogenous Inputs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Auxiliary Clues Aware’s Geometry Problem Solving
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Cite What You Explore: Budget-Aware LLM Reasoning over Medical KGs with Verifiable Evidence
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Improving Continual Video Instance Segmentation via Spatial-Temporal Balanced Mixture-of-Experts Adapters
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TailAdapt: Heavy-Tailed Sparse Variational Adaptation for Long-Tailed Class Incremental Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SAGE: Scalable Automated Robustness Augmentation for LLM Knowledge Evaluation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reasoning-based Spatial Prior (RSP): Learning Spatial Priors from Multimodal LLMs for Object Detection
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Replicability is Asymptotically Free in Multi-armed Bandits
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Graph Topology Augmentation for Prioritized Sweeping in Non-stationary Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Foundation Model Transparency Index
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PatchScout: Thematic Web Data Collection via Information Foraging
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Cheap Talk, Real Stakes: Commitment and Exploitation in Human-LLM Strategic Interaction
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Position Without Positional Embeddings: A Directional Mechanism in NoPE Transformers
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rethinking Parallel Multi-Agent Systems: A Cost-Aware Framework for Efficient Coordination
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CacheMAS: Cache Communication for Single-Pass, Jointly-Optimized Multi-Agent Systems
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Teaching VLMs What to Say, Not How to Reason: Rethinking Counterfactual Reasoning in Autonomous Driving
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Bridging CLIP with DINO: Cross-Modal Information Maximization for Online Test-Time Adaptation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SwiftVLM: Efficient Vision-Language Model Inference via Cross-Layer Token Bypass
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Higher-Order Cell Tracking Transformer
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DTGS: Physics-Embedded Dynamic Thermal 3D Reconstruction with Gaussian Splatting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learnable Spectral Activations
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AdaptNC: Adaptive Nonconformity Scores for Conformal Prediction under Distribution Shift
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TIC-GRPO: Provable and Efficient Optimization for Reinforcement Learning from Human Feedback
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AC/DC on a Budget -- Alternating Sparse Phases
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Remote Photoplethysmography Based on a Skin Reflection Exponential Model
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Seed-Your-Motion: Householder Orthogonal Noise for Motion-Controllable Video Diffusion Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Understanding and Defending VLM Jailbreaks via Jailbreak-Related Representation Shift
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reading Between the Dots: Decoding Hidden Computation across Filler Tokens
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Unveiling Implicit Advantage Symmetry: Why GRPO Struggles with Exploration and Difficulty Adaptation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When Edge Independence Fails: Joint Graph Diffusion with Latent Sociability Priors
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Seeing Is Not Screening: Multimodal Hidden Instruction Attacks on Agent Skill Scanners
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SpectralKV: Redundancy-Aware KV Cache Compression via Spectral Coreset Selection
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sparsely Supervised Diffusion
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HERO: A Heterogeneity-Aware Benchmark Library for Federated Continual Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Inverting the Bellman Equation: From $Q$-Values to World Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TimeTok: Granularity-Controllable Time-Series Generation via Hierarchical Tokenization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TOPPO: Rethinking PPO for Multi-Task Reinforcement Learning with Critic Balancing
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Latent Abstraction for Retrieval-Augmented Generation
[
Slides]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Geometry-Constrained Kolmogorov–Arnold Networks: Learning Edge Geometry via Banach Duality
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AVIS: Adaptive Test-Time Scaling for Vision–Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RADAR: Relative Angular Divergence Across Representations
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BrainVista: Modeling Naturalistic Brain Dynamics as Multimodal Next-Token Prediction
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RelAgent: LLM Agents as Data Scientists for Relational Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Do We Need Asynchronous SGD? On the Near-Optimality of Synchronous Methods
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Physics-Informed Functional Tucker Method with RKHS Factors for Sparse Spatiotemporal Reconstruction
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MCAS: Signal-Processing-Based Multi-View Contrastive Learning for Acoustic Sensing
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
InfiniteVL: A Systematic Approach to Highly-Efficient, Ultra-Long Multimodal Understanding
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MEME: Lightweight Hierarchical Mixture-of-Experts for Unified Affective Computing
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ASH: Agents that Self-Hone via Embodied Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RANSAC Scoring Done Right
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Improving Flexible Image Tokenizers for Autoregressive Image Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DisCoMBO: Steering Expert-in-the-Loop Black Box Optimization via Distributional Conformance
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reflective Prompted Policy Optimization: Trajectory-Grounded Revision and Salience Bias
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reinforcement Learning-Guided Symbolic Execution for Efficient and Exploitable Smart Contract Analysis
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Subliminal Learning Is Steering Vector Distillation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Enhancing Novel View Synthesis via Geometry Grounded Set Diffusion
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Scalable Token-Level Hallucination Detection in Large Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EvoCodeBench: Evaluating Coding Agents in Multi-Turn Iterative Interactions
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Differentiable Belief-based Opponent Shaping
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Safe Active Learning with Future Viability Guarantees in Time-Series Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Unified Image and Video Encoder for Multimodal LLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ATLAS: Agentic or Latent Visual Reasoning? One Word is Enough for Both
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond the Dirac Delta: Mitigating Diversity Collapse in Reinforcement Fine-Tuning for Image Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Leveraging unlabelled data for generalizable neural population decoding
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AffordSim: A Scalable Data Generator and Benchmark for Affordance-Aware Robotic Manipulation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sharp Capacity Scaling of Spectral Optimizers in Learning Associative Memory
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Override Gap: A Magnitude Account of Knowledge Conflict Failure in Hypernetwork-Based Instant LLM Adaptation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Fast and slow gradient descent dynamics of logistic regression through weak alignment
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LeCellModel: Interpretable Density Estimation over the Gene Expression Manifold
[
OpenReview]
Bridging the Future Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AI and Data Science for Her: Training the Next Generation of High School Girls in Nigeria
Bridging the Future Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Voice-Native Classroom: Multilingual AI Co-Teachers for Global ML Education
Bridging the Future Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DTCH Digital Turcologist Bootcamp: Evidence-First, Evaluation-First AI/ML for Under-Resourced Historical Turkic Languages and Cultural Heritage Data
Bridging the Future Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The 100x Challenge: Compression-First Research Pipeline for Bandwidth-Constrained Regions
Bridging the Future Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FATE-AI: Futures of Agriculture, Technology, and Ecology in Artificial Intelligence
Bridging the Future Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Wikair (Student-Led Nonprofit), a Global, Youth-Led, Interdisciplinary AI Education Program
Session
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sydney Poster Session 4
Talk
Wed Dec 09 05:00 PM -- 06:00 PM (AEDT) @ C3.6 None
Science Communication Training Session 2
Session
Wed Dec 09 07:00 PM -- 08:30 PM (AEDT) None
Paris Oral Session 1
Tutorial
Wed Dec 09 07:30 PM -- 10:30 PM (AEDT) @ Room 141 None
Generative AI and Stochastic Thermodynamics: A Tale of Free Energies
Session
Wed Dec 09 09:00 PM -- 10:00 PM (AEDT) None
Paris Oral Session 2
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Hierarchical Agglomerative Clustering via Relaxed Representatives
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
AgentCBO: Causal Belief Routing for Bayesian Optimization under Unknown Graphs
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Heterogeneity-aware Distillation for Federated Continual Learning
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Can an LLM Reason Like a Lawyer? Benchmarking the ability of LLMs to map the facts of a case to the elements of the applicable legal rule
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Frank-Wolfe Beyond 1/t Convergence
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Same Function, Different Mechanism: Implementation-Local Geometry Beyond Accuracy
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Effective Context in Transformers: An Analysis of Fragmentation and Tokenization
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Aligned LoRA Updates via Intrinsic Geometry for Federated Low-Rank Adaptation
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Inferotemporal Cortex Collaborates Before It Codes: Non-Serial Inter-Area Synergy in the Macaque Ventral Stream
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Property-Guided LLM Program Synthesis for Planning
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Subcritical Signal Propagation at Initialization in Normalization-Free Transformers
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Spatially Feasible 3D Indoor Scene Generation via Interaction-Oriented Human Proxy
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Adaptive Scheduling Pipeline For Multi-Instance Asynchronous Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Jaguar: Fast Private CNN Inference with Power-of-Two Homomorphic Arithmetic
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Emergence of Distortions in High-Dimensional Guided Diffusion Models
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
The Algorithm Is Not the Behavior: Learned Priors Override Look-Ahead in a Chess-Playing Neural Network
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Understanding the Interplay between Memorization and Learning in Large Language Models
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Evaluating and Understanding Scheming Propensity in LLM Agents
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Improved Regret bounds in Tabular Reinforcement Learning under Local Differential Privacy
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
GAUGECAST++: A Physics-Informed Latent Forecasting System for Localized Flood Prediction
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Prior as Geometry, Not Generator: Weak-Diffusion Test-Time Reconstruction for Dynamic MRI
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Parameterized Complexity of Stationarity Testing for Piecewise-Affine Functions and Shallow CNN Losses
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
ContextShift: A Controlled Benchmark for Context Dependence in Object Detection
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Learning to Complete Extremal Mathematical Structures
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Neural Networks With Dense Weights Are Not Universal Approximators
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Provable Speedups From Dynamic Population Sizes in Evolutionary Algorithms for Multiobjective Optimization
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Position: The Road to Generalizable Neuro-Symbolic Learning Should be Paved with Foundation Models
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Bellman Contraction under MMD: A Unified Framework
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Approximate Bayesian inference with exchangeable distributions for neurosymbolic AI
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Module-Aware Optimization for Graph Neural Networks
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
The Bayesian Learning Rule Beyond KL Geometry
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Disentangling the Good From the Bad: Quantization-Induced Flips Are Not Random
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Discrete Diffusion Models Exploit Asymmetry to Solve Lookahead Planning Tasks
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
MatchEx: Model-Level GNN Explanations with Multi-Granular Insights
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Adaptive Realizable Regression from Two Online Learners
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
FineRMoE: Dimension Expansion for Finer-Grained Expert with an Upcycling Approach
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
ViewSAM: Learning View-aware Semantics for Weakly Supervised Cross-view Referring Multi-Object Tracking
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
HARC: Coupling Harmfulness and Refusal Capabilities for Robust Safety Alignment
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
SD-Search: Hindsight Self-Distillation for Search-Augmented Reasoning
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Test-Time Conditioning with Representation-Aligned Visual Features
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
A General Concept-based Decomposition for Vision–Language Embeddings
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Convergence Guarantees for Federated SARSA with Local Training and Heterogeneous Agents
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Spiking neural network initialization for scale-invariant maximization of entropy
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Logical Distillation of Transformer Encoders
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
GT-Free OCR Metrics: A Reference-Free Evaluation Framework for Document OCR Systems
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Multimodal Foundation Agents Should Use Brain Data as Privileged Supervision
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
From sequences to schemas: low-rank recurrent dynamics underlie abstract relational representations
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
SMOG: Scalable Meta-Learning for Multi-Objective Bayesian Optimization
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Clustered Randomized Smoothing for Stochastic Prediction Functions
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Position: Anthropomorphic Language in AI Discourse Can Be Constructive
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Optimal Experiments for Partial Causal Effect Identification
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Integral Probability Boundaries
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Learning Acceptable Lotteries via Queries: Minimizing Aggregated Violation Distances
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
STABLE: A Continual Learning Optimizer with Adaptive Drift Control
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
What Can Labels Alone Audit and Edit in Frozen Representations?
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Tight Generalization Bounds for Noiseless Inverse Optimization
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Selling Information While Being an Interested Party
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Black-Box Followers, White-Box Leaders: Partial Zeroth-Order Methods for MPECs
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Distribution Free Fourier Sparsity Testing
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Thinking with Visual Primitives
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Dual-Pronged LoRA: Achieving Near-Zero Forgetting and High-Performance Adaptation for MLLMs
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
HumanStereo: A Benchmark for Metric Facial Depth Estimation and Its Evaluation
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
A Hierarchical World Model for Driving
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Multilevel and Sequential Monte Carlo for Training-Free Diffusion Guidance
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Spectral Alignment in Forward–Backward Representations via Temporal Abstraction
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
PASSAGE: A Real-Terrain Benchmark for Trustworthy Constrained Path Planning
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
TrialAgentBench: Evaluating AI Agents for Clinical-Trial Analysis and Long-Horizon Drug-Development Decisions
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
When Should LLMs Be Less Specific? Selective Abstraction for Reliable Long-Form Text Generation
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
ESS-Flow: training-free guidance as Bayesian inference in source space
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
ToMAToMP: Robust and Multi-Parameter Topological Clustering
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
A Theory of Online Learning with Autoregressive Chain-of-Thought Reasoning
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
A Unified Framework for Uniform-Price Resource Allocation Mechanisms
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Meta-memorization and memorization scaling laws in transformers
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Patching Up Circuit Learning on Images
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Bug or Feature$^2$: Weight Drift, Activation Sparsity, and Spikes
[
Slides]
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
RESCAST-100K: A Comprehensive Dataset for Cross-Domain Residential Load and Indoor Temperature Forecasting
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
PLLS-CP: Unsupervised Hallucination Detection with Layer Selection and Cross-Domain Conformal Guarantees
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Gradient Span Algorithms Make Predictable Progress in High Dimension
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
The Window for Preventive Action Before AI Saturates Most Cognitive Benchmarks is Closing
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Towards Understanding and Measuring Cognitive Atrophy in LLM Behaviour
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Maximin Robust Bayesian Experimental Design
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Noisy isomorphism: Robust expressivity of GNNs under structural perturbation
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Generating Financial Time Series by Matching Random Convolutional Features
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Beyond the Half Approximation: Fair and Efficient Online Class Matching
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
What Drives Compositional Generalization? The Importance of Continuous Training Objectives in Visual Generative Models
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
EM-NeSy: Expectation Maximization for Neurosymbolic Learning
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
From Isolated feature to Orbits:\\Discovering Music Concepts via Multi-SAE Alignment
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Auditing AI peer reviewers: a dose-response and false-positive benchmark on real scientific papers
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Latent Motion Alignment for Video Diffusion
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
CLoSeR: Closing the Loop for Long-Context Streaming Reconstruction
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Inverse Linear Bandits via Linear Programs
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Secure Seed-Based Multi-bit Watermarking for Diffusion Models from First Principles
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Scaling Full Conformal Image Classifiers
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Efficiently Aligning Draft Models via Parameter- and Data-Efficient Adaptation
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Scalable Distributed Stochastic Optimization via Bidirectional Compression: Beyond Pessimistic Limits
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Similarity-Constrained Reweighting for Complex Query Answering on Knowledge Graphs
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
The Geometric Inductive Bias of Grokking: Bypassing Phase Transitions via Architectural Topology
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
RayTun3R: Online Camera Adaptation in 3D Foundation Models
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Correct but Unselectable: The Hidden Interface Tax in Multi-Candidate Reasoning
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
OpenSearcher: Democratizing Deep Search through a Fully Offline Pipeline with Programmatic Verification
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
GISA: A Benchmark for General Information-Seeking Assistant
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
DINOv3
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
HPE: Hallucinated Positive Entanglement for Backdoor Attacks in Federated Self-Supervised Learning
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
GNNs Meet Sequence Models Along the Shortest-Path: an Expressive Method for Link Prediction
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Plug-and-Play ADMM for Inverse Problems with Flow Matching Denoiser
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
BIAS-ID: A Framework for Analyzing Transformation Biases in AI-Generated Image Detectors
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Observable Neural ODEs for Identifiable Causal Forecasting in Continuous Time
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Beyond Modality Fusion: Deep Ensembles for Multimodal Classification
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
ASO Atlas 2.0: Evaluating antisense oligonucleotide prediction across the preclinical pipeline
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
World Models as Group Actions
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Wavelet Flow Matching for Multi-Scale Physics Emulation
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Martine: Benchmarking Multi-View 3D Surface Reconstruction Across Viewpoint Coverage, Resolution, and Lighting
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Causal pieces: analysing and improving spiking neural networks piece by piece
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Certified Single-Level Reformulation for Tri-Level Cyber-Physical Grid Security
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Amortized Linear-time Exact Shapley Value for Product-Kernel Methods
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
FrED: External Data Influence Estimation via Domain Knowledge Graph Grounding
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Stochastic Matching Bandits with Rare Optimization Updates
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
JAXtari: High-Throughput and Easy-to-Modify Arcade Learning Environment
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
On Differentially Private Mechanisms for Linear Regression
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Position: Lottery Tickets Do Not Explain Overparameterization. How About Escape Dimensions?
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Causal Evaluation of Membership Inference Attacks
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Linear-time rule mining under formal guarantees
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Multiple Descent of Generalization Curve for Optimally Regularized Ridge Regression
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Self-Distillation of Hidden Layers for Masked Self-Supervised Representation Learning
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Aligning Language Model Benchmarks with Pairwise Preferences
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Active Learning for Gaussian Process Regression Under Self-Induced Boltzmann Weights
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
KnowEvo: Knowledge Evolution for Protein Optimization
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
One World, Dual Timeline: Decoupled Spatio-Temporal Gaussian Scene Graph for 4D Cooperative Driving Reconstruction
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Learning Domain Trajectories with Flow Matching for Gradual Domain Adaptation
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Escaping the Curse of Dimensionality in One‑Step Flow-Based Generative Models
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Evaluating Multimodal Narrative Understanding of Popular Hollywood Films
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
From Experts to Sub-experts: Fine-grained Parameter-Efficient Fine-Tuning for MoE LLMs
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
MAPS: Margin-Aware Priors and Verifier-Guided Search for Embodied Planning
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
A Grid Efficient Transport Optimization Model for the Wasserstein Barycenter Problem
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
TempoPFN: Synthetic Pre-training of Linear RNNs for Zero-shot Time Series Forecasting
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Active Probabilistic Reasoning in Humans and LLMs
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
3D-VITAL: Visibility-aware Identity Training from Artificial Liftings of 3D Reconstruction model for Cross-View Object Re-Identification
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Diffusion fine-tuning with Rewarded Moment Matching Distillation
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
OrthoReg: Orthogonal Regularization for Hybrid Symbolic-Neural Dynamical Systems
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
MemReg: Streaming Outdoor LiDAR Point Cloud Registration with Hybrid Memory Buffers
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
MSR-3D: Multi-Mode Semantic Representation for Open-Vocabulary 3D Scene Understanding
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Boosting Brain-to-Image Decoding with TRIBE v2 Data Augmentation
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Competing Event Models: Next Event Prediction Under Interventions
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
CroissantMiner: Automated Extraction and Validation of Croissant Metadata for ML Datasets
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
A method to automatically discover symbolic local learning rules
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Learning Lotteries with Minimal Violations from Membership Queries
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
The Sign Code: The Hidden Binary Nature of Deep Networks
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
FunctionEvolve: Structure-Guided Symbolic Regression with LLMs
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Token-to-Token Alignment of Text Embeddings for Semantic Blending
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
From Approximation to Computation: Universal Power of Deep Narrow Networks at Constant Width
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Mapping Uncharted Symmetries: Machine Discovery in Combinatorics
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Optimal scaling laws in learning hierarchical multi-index models
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Topological Periodicity Test (TopPT) via Confidence Bound of Time-Delay Embeddings
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
SafePro: Generation of Safe and Functional Proteins via Cross-Task Conflict-Aware Alignment
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Benchmarking sequence-to-ensemble predictors on UNICORNEdb, a UniProt-grouped database of PDB-derived conformational ensembles
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
AmaraSpatial-10K: A Spatially and Semantically Aligned 3D Dataset for Spatial Computing and Embodied AI
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
ThousandWorlds: A benchmark for emulating the climates of potentially habitable exoplanets
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Auditing Attention Head Masking for Out-of-Distribution Detection: Cross-Architecture Wins, Failures, and Polarity Inversions
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
A Reproducible Evaluation Protocol for Quantum Non-Linearity in Variational Quantum Models
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
haphazard: A unified library and benchmark for online learning under varying feature availability
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
High-dimensional Limit of SGD for Diagonal Linear Networks
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
RASS: Risk-Audited Budget Selection for Compact NeRF Benchmark Subsets
[
Slides]
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Fast Wasserstein rates for estimating probability distributions of probabilistic graphical models
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Scaling Genomic Language Modeling with Unified Corpus and Evaluation in Bacteria
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Stochastic Matching via Local Sparsification
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Space-Aware World Models: Spatial Persistence Through Factored Scene Representations
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
On Generation in Metric Spaces
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Pseudo-Labeling for Unsupervised Domain Adaptation with Kernel GLMs
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Rare Events, Real Signals: Functional Ensembles as Units of Computation in Deep Spiking Networks
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Quantile Benchmarking Heterogeneous Web Corpora in Open LLM Pretraining
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Understanding Multi-View Transformers
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Dyna-Style Safety Augmented Reinforcement Learning: Staying Safe in the Face of Uncertainty
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
SetAD: Semi-Supervised Anomaly Learning in Contextual Sets
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
ForesightFlow: Self-Guided Flow Matching for Improving Vision-Language-Action Models
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Nonparametric Distribution Matching for Self-Supervised Whole-Slide Image Condensation
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Intent Factored Generation: Unleashing the Diversity in Your Language Model
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Replay-buffer engineering for noise-robust quantum circuit optimization
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Characterizing the Edge of Stability in Variational Training Without Priors
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Externalized CPDAG Summaries Improve LLM Causal Deduction
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
When Graph Anomalies Learn to Hide: Test-Time Cloaking in Graph-Level Anomaly Detection
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Penalize to Verify: A Multi-Domain Benchmark for Trustworthy LLM Evaluation
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
OPERA: An Agent for Image Restoration with End-to-End Joint Planning–Execution Optimization
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Diff-CA: Separating Common and Salient Factors with Diffusion Models
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
KDASO: Knowledge-Data Dual-Driven Automated Skill Optimization for Liability Adjudication Task
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Does Weight Decay Enhance Training Stability?
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Automatic Textbook Formalization
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Frequency Domain Reservoir Computing
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Automatic Constraint Policy Optimization based on Continuous Constraint Interpolation Framework for Offline Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Dynamic Video Generation: Shaping Video Generation Across Time and Space
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
SynthForensics: Benchmarking and Evaluating People-Centric Synthetic Video Deepfakes
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
$\delta$-Mem: : Efficient Online Memory For Large Language Models
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
xWhy: Causal Learning from Explanations
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Tabular Foundation Model for Generative Modelling
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Causal Gradient Steering: Exposing Shortcut Gradients by Destroying Causal Signal
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Crowded in B-Space: Calibrating Shared Directions for LoRA Merging
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
AuGhostmentation: The Eyes Never Stand Still—$\textit{Why Should CNNs?}$
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
AdaCubic: An Adaptive Cubic Regularization Optimizer for Deep Learning
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Group-Aware Matrix Estimation and Latent Subspace Recovery
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Learning to Decide with AI Assistance under Human-Alignment
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Achieve Latency-Efficient Temporal-Coding Spiking LLMs via Discretization-Aware Conversion
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
World Models as Adversaries: Multi-Agent Self-Play Fine-Tuning for Robust Motion Planning
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
HalluciText: Mitigating Text Hallucinations in Diffusion-Based Image Restoration
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Exploration as Constrained Policy-Space Optimization
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Boundary-Induced Forgetting in Large Language Model Tool Chains: Measuring Field-Routing Failures
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
SP$^3$: Spherical Priors for Plug-and-Play Restoration
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
idSCD: Identifying Training Datasets through Semantic Correlation Descriptors
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Federated Dataset Simulation: Inducing Label-Free Heterogeneity Across Tasks
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Taking Low-Rank LLM Compression a Step Further: A Global Perspective with Fused Inference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Enhancing Tabular Learners with Context-Aware Semantic Embeddings
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Domination-Avoiding Learning Agents Cannot Collude
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Proteus: Incremental Memory Activation for Long-Context Sequence Modeling
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Unlearning That Lasts: Utility-Preserving, Robust, and Almost Irreversible Forgetting in LLMs
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
The risk of KV cache compression
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
How deep is your network? Deep vs. shallow learning of transfer operators
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Trustworthy Retrosynthesis: Eliminating Hallucinations with a Diverse Ensemble of Reaction Scorers
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Grokking or Glitching? How Low-Precision Drives Slingshot Loss Spikes
[
OpenReview]
Session
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Paris Poster Session 1
Affinity Event
Wed Dec 09 11:00 PM -- 03:00 AM (AEDT) @ Room 153 (341 theatre) None
GlobalSouthAI
Paris Invited Talk
Thu Dec 10 12:30 AM -- 01:30 AM (AEDT) @ Grand Amphithéâtre None
Why informative explanations only exist for simple functions and what this means for the European AI Act
Affinity Event
Thu Dec 10 01:00 AM -- 07:00 AM (AEDT) @ C206 None
Africa in AI
Affinity Event
Thu Dec 10 01:00 AM -- 08:00 AM (AEDT) @ C205 None
WiML
Affinity Event
Thu Dec 10 01:00 AM -- 08:00 AM (AEDT) @ C210 None
LatinX in AI
Atlanta Invited Talk
Thu Dec 10 01:00 AM -- 02:00 AM (AEDT) @ Hall C3 None
Physical AI: Technology, Trust, and How Not to Lose Your Cool
Session
Thu Dec 10 01:30 AM -- 03:30 AM (AEDT) None
Paris Oral Session 3
Break
Thu Dec 10 02:00 AM -- 02:30 AM (AEDT) None
Coffee & Snacks
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Rethinking Long-Video Efficiency: A Joint Allocation Perspective on Frames, Pixels, and Front-End Latency
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
LatentRouter: Can We Choose the Right Multimodal Model Before Seeing Its Answer?
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Same Signal, Opposite Meaning: Direction-Informed Adaptive Learning for LLM Agents
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
VOID: Backdoor Injection through Knowledge Vacuity in Federated Unlearning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Quantifying Centrality for Complex Data
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Curvature Beyond Positivity: Greedy Guarantees for Arbitrary Submodular Functions
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Approximation Guarantees for Robust Aggregation in Federated Learning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Learning Digital Twins under Drift: Optimal Tracking Rates for Non-Stationary Dynamical Systems
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Alleviating Hallucination with Training-Free Uncertainty-Guided Steering
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
3DSPA: A 3D Semantic Point Autoencoder for Evaluating Video Realism
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Gaeta-Lie Neural SDEs: Symmetry-Regularized Learning of Stochastic Dynamics
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Palette: A Modular, Controllable, and Efficient Framework for On-demand Authorized Safety Alignment Relaxation in LLMs
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Bridge Graphical Models: Coupling, Projection, and Current-Preserving Dynamics for Generative Modeling
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Exploring Advertising Manipulation in Diffusion Image Generation
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Specialist Mediators: Causal Localization of Dense Fine-Tuning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Enabling Preference-driven Unlearning in Few-step Distilled Text-to-Image Diffusion Models
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
COMPLLLM: Fine-tuning LLMs to Discover Complementary Signals for Decision-making
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Learning Actionable Information Landscapes for Multimodal Active Sensing in Hawkmoths
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Talk Less, Work More: Communication-Efficient Decentralized Stochastic Approximation
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Gradient Descent on Two ReLU Neurons: Global Landscape and Bifurcation Dynamics
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
KV-PRM: Efficient Process Reward Modeling via KV-Cache Transfer for Multi-Agent Test-Time Scaling
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
LiFT: Lifted Inter-slice Feature Trajectories for 3D Image Generation from 2D Generators
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Finite-Sample and Communication-Efficient Networked Information Aggregation
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Hybrid-LoRA: Bridging Full Fine-Tuning and Low-Rank Adaptation for Post-Training
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
SCOT: Multi-Source Cross-City Transfer with Optimal-Transport Soft-Correspondence Objectives
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
AgentKVShift: Efficient KV Cache Reuse for Agentic Memory Systems
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Sparse Attention as a Range Searching Problem: Towards an Inference-Efficient Index for KV Cache
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Leveraging Soft Prompts for Privacy Attacks in Federated Prompt Tuning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Fully Distributed Tâtonnement for Chores Markets
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Safe Score Matching: Diffusion Policies with Hamilton-Jacobi Reachability for Online Safe Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
To discretize continually: Mean shift interacting particle systems for Bayesian inference
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
KerONet: A Single Softmax Readout Suffices for Physics-Informed Operator Learning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Weighted Conformal Clustering
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
FLUX: Geometry-Aware Longitudinal Flow Matching with Mixture of Experts
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
$f$-GRPO & Beyond: Divergence-Based Reinforcement Learning Algorithms for General LLM Alignment
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Inference for Many Quantiles under Local Differential Privacy
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
DarkVGGT: Seeing Through Darkness Using Thermal Geometry without Daylight Tax
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Tokenizer Choice Shapes Generalization in State-Centric Learning for Planning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Stealthy World Model Manipulation via Data Poisoning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Perceive-then-Plan: Layout-as-Policy for Monocular 3D Scene Layout Estimation
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
PAIR-CI: Calibrated Conditional Independence Testing for Causal Discovery with Incomplete Data
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
On the Divergence of Differential Temporal Difference Learning without Local Clocks
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Beyond Local Neighborhoods: Fractional Diffusion with Levy Flights on Simplicial Complexes for Link Prediction
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Calibeating Prediction-Powered Inference
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Towards Direct Latent-Space Synthesis for Parallel Branches in LLM-Agent Workflows
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Beyond LLM-Based Reasoning: Lightweight GNNs for Agent Failure Attribution
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Contrastive Pretraining Scales Agentic Exploration
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Express Language Modeling
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Generalization Measures for Deep Learning Should Be Audited for Fragility
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Learning to Correct Geometry in Generated Videos
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Early Signals, Strong Decisions: Prefix-Guided Sampling for Parallel Test-Time Scaling
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Policy Regret Minimization in Partially Observable Markov Games
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Multi-site PPG: An In-the-Wild Physiological Dataset from Emerging Multi-Site Wearables
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Learning Orthogonal Multi-Index Models Beyond Small Initialization: Incremental Learning, Competitive Dynamics and Symmetry
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
B-CALM: Bias-Limited Bayesian Borrowing for RCT-Anchored Treatment Effects under Covariate Mismatch
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
LIPAR: Latent Inter-Frame Pruning with Attention Recovery
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
No One Knows the State-of-the-Art in Geospatial Foundation Models
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Rethinking Psychometric Evaluation of LLMs: When and Why Self-Reports Predict Behavior
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
PixelDiT2: Representation-Grounded Pixel Diffusion Transformers
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
When Think-with-Image Meets Safety: What Determines Multimodal Jailbreak Robustness?
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Benchmarking Multimodal Mathematical Reasoning with Explicit Visual Dependency
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Cross-Cell-Line Perturbation Prediction Needs Controls
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
VeriWorld: A Verifiable Visual SWE-Bench for Spatial Reasoning in 3D Environments
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Your Embedding Model Is SMARTer Than You Think
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Mission Impossible: Diagnosing and Fixing Non-Operative Instruction Following in Image Editing
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
BACE: Behavior-Adaptive Connectivity Estimation from Multi-Region Neural Recordings
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
MITO: A Millimeter-Wave Dataset and Simulator for Non-Line-of-Sight Perception
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
C3VD-DEFCOL: A Deformable Colonoscopy Dataset with Time-Resolved 3D Ground Truth and Realistic Appearance
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
PAC Learning with Bandit Feedback: Sharp Sample Complexity in the Realizable Setting
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
CD-RCM: Generalizable Continuous-Depth Novel View Synthesis for Reflectance Confocal Microscopy
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
When Do Multi-Agent Systems Help? An Information Bottleneck Perspective
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Preference Conditioned Multi-Objective Reinforcement Learning: Decomposed, Diversity-Driven Policy Optimization
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
When Does Knowing the State Help? Diagnosing Process vs. Outcome Reward Design
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Information-Geometric Forward Policy Training in GFlowNets
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Order-Optimal Sample Complexity for Distribution Learning via Flow Matching
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
BigCell: Generating Gigapixel Whole-Slide Images
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
3DCodeBench: Benchmarking Agentic Procedural 3D Modeling Via Code
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Self-Compacting Language Model Agents
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
TransmissiveGS: Residual-Guided Disentangled Gaussian Splatting for Transmissive Scene Reconstruction and Rendering
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
BioBlobs: Unsupervised Discovery of Functional Substructures for Protein Function Prediction
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Generative Modeling via Drifting
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
FLAME: Adaptive Mixture-of-Experts for Continual Multimodal Multi-Task Learning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Contrastive Representation Shaping for LLM Unlearning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
s2n-bignum-bench: A practical benchmark for evaluating low-level code reasoning of LLMs
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Statistical Matching via Schr\"odinger Bridge beyond Conditional Independence
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Evaluating Deployable Inference-Time Error Prediction in Vision MoEs
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
A Large-Scale Multi-Source Dataset Linking Hacker Community Discourse to the CVE Vulnerability Lifecycle
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
A Set-Sequence Model for Time Series
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Beyond Truthfulness: Evaluating Honesty in Large Language Models
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
EntityBench: Towards Entity-Consistent Long-Range Multi-Shot Video Generation
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Signed Rectified Flow: Negativity Controlled Generation
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Aligning Language Models with Selective Prediction
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Rethink Action Chunking in VLA Through Human Motor Control
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Long-Context Language Models Require Extreme Sparsity in Context Dimension
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
On the Provable Emergence of Hierarchical Concept Structure in CLIP Embeddings
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Specialists Hold, Generalists Discount: Asymmetric Equilibrium in LLM Routing Auctions
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Dominant-Layer ZO: A Single Layer Dominates Zeroth-Order Fine-Tuning of LLMs
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Search-Augmented Masked Diffusion Models for Constrained Generation
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Privacy-Preserving Retrieval-Augmented Generation with Plausible Deniability
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Evaluating Whether LLMs Can Reliably Connect the DOTs?
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
TraceML: An Empirical Analysis of Human-Agent Planning in Machine Learning Development
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Orthrus: Memory-Efficient Parallel Token Generation via Dual-View Diffusion
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Learning Provable Neural Network Observer for Uncertain Dynamical Systems
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Transformers Provably Learn Graph Search: Training Dynamics and the Exponential Power of Depth
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Finding Interpretable Prompt-Specific Circuits in Language Models
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Primal-Dual Flow Matching for Sample-Wise Constrained Generation
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
DualKV: Shared-Prompt Flash Attention for Efficient RL Training with Large Rollouts and Long Contexts
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Breakeven complexity: A new perspective on neural partial differential equation solvers
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Beyond Linear Activation Steering: Invertible Latent Transformations for Controlling LLM Behavior
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
UDT: Reconciling U-Nets and Diffusion Transformers with Data-Adaptive Token Reduction
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
One for All: A Non-Linear Transformer can enable Cross-Domain Generalization for In-Context Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
From Likelihood Convergence to Parameter Convergence in POMDPs
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Stability-Constrained Regime-Aware Forecasting for Heterogeneous Panel Time Series
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
When Scores Conflict with Preferences: Calibrated Drift Control for Heterogeneous DPO
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Explanations over Graphs: An Agent Architecture for IT Enterprise Diagnostic Tasks
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
TailGuard: Subgroup Tail Coverage Theory for Safe LLM Alignment
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Certified but Private: Scalable Zero-Knowledge Proofs for the Formal Verification of Neural Networks
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
AUTOMEM: Automated Learning of Memory as a Cognitive Skill
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
A Communication-Theoretic Framework for LLM Agents: Cost-Aware Adaptive Reliability
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Scalable Variational Bayesian Fine-Tuning of LLMs via Orthogonalized Low-Rank Adapters
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
EgoSurgHands: An Egocentric 3D Hand Pose Dataset & Benchmark for Open-Surgery Training
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Penalty-Based First-Order Methods for Bilevel Optimization with Minimax and Constrained Lower-Level Problems
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
MaxIM: Maximally Informative Incremental Summarization via Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
What Makes a Good Path? Factoring Manifold Support and Path Geometry
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
TherapyGym: Evaluating and Aligning Clinical Fidelity and Safety in Therapy Chatbots
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
AdaST: Adaptive Coupling for Spatial-Temporal Forecasting
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Z0-Inf: Zeroth Order Approximation for Data Influence
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Theory Guided and Interpretable Neural Operator Design for Partial Differential Equation Learning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
CC-GS: Low-Memory 3D Gaussian Splatting Training via CPU-GPU Block-Wise Context Compositing
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Global Convergence of Four-Layer Matrix Factorization under Random Initialization
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
L2-Bench: An Evaluation Benchmark for Measuring LLM Capabilities in Second Language Education
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Coupling Models for One-Step Discrete Generation
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
DD-Ranking: Rethinking the Evaluation of Dataset Distillation
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Mitigating Data Heterogeneity Effect in Client-Reshuffling-Based Federated Learning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Causal Survival Forests with Negative Controls
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
A$^2$IQL: Adaptive Asymmetric Implicit Q Learning for Automated Warehouse Consolidation
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
AtlasVid: Efficient Ultra-High-Resolution Long Video Generation via Decoupled Global-Local Modeling
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
WebNavigator: Global Web Navigation via Interaction Graph Retrieval
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
ExploitGym: Can AI Agents Turn Security Vulnerabilities into Real Attacks?
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Stop Calling It Reinforcement Learning in Language Models Without Clear Improvement Claims: Decision-Process Cards as a Reporting Standard
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
LongMINT: Evaluating Memory under Multi-Target Interference in Long-Horizon Agent Systems
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Robust and Hard-to-Remove GNN Watermarking via Topological Invariant Perception
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Structured Masked Diffusion for Joint Multiuser Decoding
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Inverting Retargeting: Humanoid Datasets Remember Their Operators
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Debiased DPO for Diffusion Models
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Concorde: Geometry-Aware Link Prediction via Decoupled Energy Minimization
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Benchmarking Multi-Modal Graph-based Social Media Popularity Prediction
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
PosteriorBench: From Point Estimates to Posterior Matching in Evaluating Generative Inverse Solvers
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
C-GRPO: Conformal Group Relative Policy Optimization
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Quantum Safe Stochastic Linear Bandits
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
SWE-Protégé: Learning to Selectively Collaborate With an Expert Unlocks Small Language Models as Software Engineering Agents
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
From POMDP Theory to Deep RL with Particle Filters
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
HYVE: Hybrid Views for LLM Context Engineering over Machine Data
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
How Accurately Can a Gaussian Approximate Stochastic Approximation Iterates?
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
LowRankArena: A Standardized Evaluation Platform for SVD-Based LLM Compression
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Asymmetric Factorization for Low-Rank PSD Learning: When Is the Relaxation Exact ?
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Iterative Critique-and-Routing Controller for Multi-Agent Systems with Heterogeneous LLMs
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Anchoring LLM-based Chest X-ray Report Generation via Diffusion Language Planning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
VIPBench: A Human-Aligned Benchmark for Voice Identity Perception in the Age of Voice Cloning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Faster Rates For Federated Variational Inequalities
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Efficient Dynamic Algorithms for Graph Neural Networks with Non-Linearity
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
$\epsilon$-Good Action Identification in Fixed-Budget Monte Carlo Tree Search
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
TextRegion: Text-Aligned Region Tokens from Frozen Image-Text Models
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
A Transformer-Derived Iterative Preconditioner
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Learning Distributions from Multiple Data Providers
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Unified Generative-Predictive Modeling for 4D Scene Understanding
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
NeuralFieldManifold: Reconstruction of LFP manifold with Lag Embedding
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Riemannian Bilevel Optimization under the Polyak–Łojasiewicz Condition
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
A general kernel framework for non-CND distance measures using $|\mathcal{D}|$-dimensional sparse landmark embeddings
[
Slides]
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Counterfactual Debugging the World Model Transfer Gap
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Self-Trained Verification for Training- and Test-Time Self-Improvement
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Everything at Every Scale: Scale-Invariant Diffusion with Continuous Super-Resolution
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Beyond Maximum Likelihood: Variational Inequality Estimation for Generalized Linear Models
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
gHAWK: Structural Encoding for Scalable Training of Graph Neural Networks on Knowledge Graphs
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
PithTrain: A Compact and Agent-Native MoE Training System
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Structural Rationale Distillation via Reasoning Space Compression
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Do More Modalities Always Help? A Geometric Perspective on Missing-Modality Robustness
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
MSConsensus: A Hundred-Million-Scale, Batch-Effect–Suppressed Dataset and Benchmark for Proteomics Machine Learning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
ClusQuant: Mitigating Outliers with Clustering-Based Representations for Low-Precision LRMs
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
A Method-Class Divide in Sub-4-Bit Quantization:\\Iterative vs.\ Single-Pass Sensitivity to Data Composition
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
A Statistical Theory of Gated Attention through the Lens of Hierarchical Mixture of Experts
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Scaling Reward Modeling without Human Supervision
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
LLM Judge Validation Under Sparse Overlap: From Inference to Design
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
UniPro: Unified Multi-Mode Medical Image Segmentation from 2D Images to 3D Volumes via Propagation
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Counterfactual Rollout Replay: Forkable Environments as Free Process Rewards for Software Engineering Agents
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
HPC-Bench: A Comprehensive Benchmark for High Performance Computing Codes
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
DynaTokens: Teaching Dynamics to Camera-Controlled Video Models at Test Time
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
ACQueReLlo: Alignment-Aware Constrained Quantization via Reinforcement Learning for Large Language Models
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Differentiable Range-Partition Entropy for Entropy-Sensitive Geometric Algorithms
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Towards Fair Graph Generation Without Sensitive Attribute
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
TGPO: Temporal Grounded Policy Optimization for Signal Temporal Logic Tasks
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
CONSTRAINER: Promptable Graph-Structured Optimization via Constraint Conditioning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Learning Fractional-Order Dynamics from a Single Trajectory
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Flow Annealing Posterior Sampling for Function-Space Regression and Inverse Problems
[
Slides]
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
GEAR: A GPU-Accelerated Global Solver for Nonlinear Programs via Linear Bound Propagation
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
LARK: Learnability-Grounded Trajectory Selection for Efficient Reasoning Distillation
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Crafting Reversible SFT Behaviors in Large Language Models
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Do Reasoning LLMs Refuse What They Infer in Long Contexts?
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Teaching LLMs to Recommend and Defer in Underrepresented Epilepsy Care
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
SGD at the Edge of Stability: The Stochastic Sharpness Gap
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Robust Hopfield Decision Transformer
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
FedRSPO+: A Heterogeneity-aware Algorithm for Decision-focused Federated Learning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
MonoPhysics: Estimating Geometry, Appearance, and Physical Parameters from Monocular Videos
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Ordinal Geometry Complements Reconstruction: Diagnosing Planning with Compressed Value Functions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Split and Bridge: Multimodal Generation via Diffusion Bridging
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
On Computing Diverse Solutions in the Earth Movers Distance
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
First-Order Regret for Online Convex Optimization with Memory and Online Nonstochastic Control
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Causal Concept Explanations for Deep Neural Models
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
LASER: Latent Space Adjoint Matching for Support Constrained Entropy Regularized Offline RL
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Latent Generative Solvers for Generalizable Long-Term Physics Simulation
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
CM2: Reinforcement Learning with Checklist Rewards for Multi-Turn and Multi-Step Agentic Tool Use
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Cognitive constraints and thalamocortical architecture explain systematic biases and neural signatures in human hierarchical decision-making
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Improved techniques for fine-tuning flow models via adjoint matching: a deterministic control pipeline
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Harness the Memory: A Holistic Evaluation of Memory Substrates in Memory Agents
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Preferential dynamic modeling with forward-backward smoothing
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
GeoTransolver: Learning Physics on Irregular Domains using Multi-scale Geometry Aware Physics Attention Transformer
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Instance-Adaptive Online Multicalibration
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Toward Cognitive Supersensing in Multimodal Large Language Models
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Bayes-Sufficient Compression Is Not Enough: How Communication Helps in Multi-Agent Systems?
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Variational Trajectory Optimization of Anisotropic Diffusion Schedules
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Tune-Up Open-Weight CLIP: Optimization Framework for Self-Supervised Fine-tuning of CLIP
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Physics Unrolled Neural Operator for Wireless Field Modeling
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Chain-of-Route: State-Aware LLM Routing for Multi-Turn Conversations
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Label-Free Consistency Correction for Weak-to-Strong Generalization
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Safeguarding LLMs via Model-Agnostic Latent Safety Signals from Dark Knowledge
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
PLATO: Pointer Learner for Agent and Task Openness
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
EVALUATION CARDS: An Interpretive Layer for AI Evaluation Reporting
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
A Tight Hierarchy For Chain of Thought
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
CytoWave: Perturbation-Centric Pretraining for Single-Cell Response Prediction
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Data Auctions for Retrieval Augmented Generation
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Stein Kernelized Molecular Dynamics for Active Learning of Interatomic Potentials
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Adaptive Inference for Functionals of M-Estimands
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
From History to State: Constant-Context Skill Learning for LLM Agents
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
ELPAC: Endpoint-Anchored Latent Progression with Stage-Varying Multimodal Coordination
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
LESSViT: Robust Hyperspectral Representation Learning under Spectral Configuration Shift
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Two Speeds of Learning: A Representation-Readout Decomposition of Grokking and Double Descent
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Gated DeltaNet-2: Decoupling Erase and Write in Linear Attention
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
VIGOR: Benchmarking Visual Rationale Correctness in Multimodal Large Language Models
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Provably Efficient Representation Learning for Low-Rank CMDPs
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Align and Distill: Unifying and Improving Domain Adaptive Object Detection
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
FASD: Hardware Acceleration for Multi-AI-Agent Discussion
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Mini Amusement Parks (MAPs): A Testbed for Modelling Business Decisions
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Lattice Deduction Transformers
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Test-Time Defense Against Adversarial Attacks via Stochastic Resonance of Latent Ensembles
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Learning What Evaluators Value: A Reliable Approach to Modeling Evaluator Preferences
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Fine-Tuning Improves Information Conveyance in Language Models
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Optimal In-Context Learning of Autoregressive Processes under Heterogeneous Second-Order Moments of the Prompts
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Scalable Neural Safety Certification via Monotonicity
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
On the Optimal Sample Complexity of Offline Multi-Armed Bandits with KL Regularization
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
SAPO: Step-Level Skill-Augmented Policy Optimization for Multi-Turn LLM Agents
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Learnable Chernoff Baselines for Provable Inference-Time Alignment
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
SeeSE3: The Emergence of 3D Space in Vision Features
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
FLARE: Diffusion for Hybrid Language Model
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
More Is Not More: What Matters for Diversity in LLM Opinions?
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Beyond Score: A Dataset for Joint Action and Score Predictions in 2v2 Sports
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Amplitude Decoupling in Gaussian Process Training: Exact Decomposition, Pole Cancellation, and Evaluation-Efficient Optimization
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Inference-Time Search Using Side Information for Diffusion-Based Image Reconstruction
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Ensembits: an alphabet of protein conformational ensembles
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Accelerated last-iterate convergence of Extragradient via power-law stepsizes
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Information Templates: A New Paradigm for Intelligent Active Feature Acquisition
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
DiPMInd: Distance profile based mutual independence testing for random objects
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Move on Muon : A Hamiltonian probability gradient flow perspective of Muon optimizer
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Simulation-Informed Diffusion for Decentralized Multi-robot Motion Planning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
SPIRIT: Speed-Driven Online Adaptation for Self-Speculative Decoding
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
nnTrace: Detecting and Localizing Silent Bugs in Distributed Training
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Soteria: Formally Verified Planning with Runtime Enforcement for Safe LLM Agents
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
How New Strategies Emerge in RL Post-Training: A Controlled Study
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Data-Constrained Language Model Pretraining: Improved Regularization and Scaling Laws
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Spike-to-Field Mechanisms of Turbulence-Like Dynamics in Spatial Spiking Neural Networks
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Beyond Domains: Reusing Web Skills via Transferable Interaction Patterns
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Learning to Cut: Reinforcement Learning for Benders Decomposition
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
IncAgg: Efficient Memory-Enhanced Graph Learning via Incremental Aggregation
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Stable GFlowNets with Probabilistic Guarantees
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
What Should a Streaming Video Model Remember?
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Transfer Entropy as a Measure of Information Flow in VLMs and LLMs
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Not All Spines Are Created Equal: How CT Segmenters Fail on Lumbosacral Transitional Vertebrae
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
ASSET: Acquisition-Sensitive Subspace Estimation for Test-Time Adaptation of Medical VLMs
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Synthetic Web: Benchmarking Language Agents under Adversarial Search Ranking
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Beyond Unit-Circle Eigenvalues: Invariant Bases for Stable State Space Dynamics
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
SlackBench: Benchmarking Agents on Collaborative Projects Grounded in Real Code Repositories
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
PORTool: Importance-Aware Policy Optimization with Rewarded Tree for Multi-Tool-Integrated Reasoning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Bounding Global and Local Compression Error of Signal Parameterizations
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Sublinear Time Quantum Sensitivity Sampling
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Amortized Vine Copulas for High-Dimensional Density and Information Estimation
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
A Refined Sample-Complexity Analysis of Robust Policy Optimization under Decaying Actor Stepsizes
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Urgency-Aware Autoregressive VLMs for Unanticipated Healthcare Occurrences
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Why Muon Outperforms Adam: A Curvature Perspective
[
OpenReview]
Session
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Atlanta Poster Session 1
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
X-Palm: Paired Multispectral-to-Smartphone Dataset for Cross-Domain Palmprint Authentication
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
An Õptimal Differentially Private PAC Learner for Concept Classes with VC Dimension 1
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Doomed to Re-Annotate, Forever: The ImageNet Story
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
SR-GRPO: Stable Rank as an Intrinsic Geometric Reward for Large Language Model Alignment
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Prediction-Powered Active Testing
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
SEGA: Spectral-Energy Guided Attention for Resolution Extrapolation in Diffusion Transformers
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
E²Gen: Evidential Energy-Based Generation for Fair Federated Graph Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Safe Few-Step Generation via Velocity Editing
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Neural Slack Variables for Shape Constraints
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
The BatchNorm Illusion: Diagnosing Normalization Artifacts in Machine Unlearning Evaluation
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
The Grounding Gap: How LLMs Anchor the Meaning of Abstract Concepts Differently from Humans
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
FIVE-VLA: Fast and EffectIVE Closed-Loop Autonomous Driving with Recurrent Action Memory
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
WaveMamba: Wave-Inspired Cross-Modal Fusion for Robust event-image Semantic Segmentation
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
On Observation Time for Recovering Latent Hawkes Networks
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
MemPlan: Memory-Conditioned PDDL Planning for Partially Observable Text Environments
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Dandelions: A Spherical Flower for Neural Simulation of Planetary Dynamics
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
CENDRe: Concept Extraction with Natural Domain Representations
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Mildly Overparameterized ReLU Networks on Orthogonal Data: Incremental Learning and Implicit Bias
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
GeoBiaset: A Counterfactual Benchmark for Demographic Bias in World-Level Geolocalization
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Playing Markov Games Without Observing Payoffs
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
SLAyiNG: A Diverse and Community-validated Dataset of Queer Slang
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
BLANP: Memory-Efficient Backpropagation-Free Local Training via Antithetic Node Perturbation
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Consistent One-vs-All Losses Robust to Misspecification of the Weak Label Transition Model
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Self-Improvement Imitation with Biologically Guided Search for Protein Design Under Oracle Budgets
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Focused Forcing: Content-Aware Per-Frame KV Selection for Efficient Autoregressive Video Diffusion
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
k-th Order Deep Homomorphism Networks
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
GeoCurv-TTT: Geometry-Aware Deformation Restoration for 3D Test-Time Training
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
The Long-Run Distribution of Regularized Learning in Non-Concave Games: A Large Deviations Approach
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Automata from Agent Traces: Failure and Next-Step Prediction
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Unbounded Streaming Text-To-Speech with Prefixed Sliding Window Attention
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
P-EAGLE: Parallel-Drafting EAGLE with Scalable Training
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Cephalonauts One: A deep fMRI dataset for decoding naturalistic speech in the human brain
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
CANDO: Cooperative Agentic Network for Layout Design Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Generalization in Neural Networks Through the Lens of Magnitude Potential
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Euclidean Embedding of Data Using Local Distances
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
The Constitutional Coverage Trilemma in AI Governance
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
SciR: A Controllable Benchmark for Scientific Reasoning in LLMs
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
RigRecon: Efficient Rig-Aware Street Reconstruction via Dual-Path Spatio-Temporal Interaction
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
BO-Arena: An Evolving Benchmark for High-Dimensional Bayesian Optimisation
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Active Context Selection Improves Simple Regret in Contextual Bandits
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Training-free Focus-Ambient Retention for Memory-Efficient Video Large Language Models
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
QGround: Condition-Wise Evidence Aggregation for 3D Grounding with 2D VLMs
[
Slides]
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Generative Object Detection with Co-Training
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Joint Adaptive Neighborhood Constraint for Offline Multi-Agent Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Learning Compositional Latent Structure with Vector Networks
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Efficient Matrix Product State Learning in Logarithmic Depth
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Macrocanonical Generator Networks: data-efficient neural surrogates for amortized physics simulation
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Constrained Bombieri Point Processes
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Statistical Convergence of Spherical First Hitting Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Antibody Generation via Redistributed Latent Diffusion
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
DACE: Diversity-Driven Adversarial Co-Evolution for Robust LLM Safety Alignment
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
VISTA: Support-Anchored Value Targeting for Fast Flow-Based Vision-Language-Action Policies
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
A Theoretical Bridge Between Long-Tailed Recognition and Continual Learning
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
V-GIFT: Boosting Visual Instruction Tuning with Self-Supervised Guidance
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
A Mahalanobis Margin \texorpdfstring{$\gamma_{\min}$}{gamma\_min} Bound on Task Confusion in Pretrained Class-Incremental Learning: From Infeasibility to Exponential Attenuation
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
ADAPT: Hybrid Prompt Optimization for LLM Feature Visualization
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
PurpleAudit: A Co-Evolutionary Auditing Framework for Task Hijacking in Multi-Agent Systems
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Multi-Environment POMDPs with Finite-Horizon Objectives
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
FedTrace: Generated-Content-Based Watermark Verification for Traitor Tracing in Federated Learning
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Dynamic Regret in Online Convex Optimization with Indicator Switching Costs
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Training Data Attribution in Diffusion Models via Mirrored Unlearning and Noise-Consistent Skew
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
TerraMesh-Masks: Open‑Vocabulary Segmentation for Earth Observation
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Stabilizing Policy Optimization via Logits Convexity
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Diffusion Models Observe Only Gradients: A Geometric Perspective on Score Matching Errors
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Quantitative Local Convergence of Mean-Field Stein Variational Gradient Flow
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Generalized Adaptive Boosting and the Geometry of Mistakes
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
A Unified Perturbation Framework for Analyzing Leaderboard Stability and Manipulation
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Unifying Goal-Conditioned RL and Unsupervised Skill Learning via Control-Maximization
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
OTEdit: Entropic Transport Corrected Trajectory for Inversion-Free Flow-Based Image Editing
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Mirror descent actor-critic methods for entropy regularised MDPs in general spaces: stability and convergence
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
SLVMBench: Skill Learning from Video Memory
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
ARC-Encoder: learning compressed text representations for large language models
[
Slides]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
The SEC Filings Dataset: Reconstructing U.S. Corporate and Financial Disclosures into Layout-Faithful and Token-Efficient Pretraining Data
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Privacy by Postprocessing the Discrete Laplace Mechanism
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
AI Behavioral Evaluation Should Be Grounded in Psychophysics Across Marr’s Levels
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Position: AI Efficiency Gains Must Be Quantitatively Evaluated Against Rebound Effects
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
ChainSpace: A Chained-Reasoning Paradigm for Spatial Intelligence
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
GEM: A Dual-Scale Architecture for Graph-Level Hierarchical Representation Learning
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Expressive Power of Deep Homomorphism Networks over Relational Databases
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
LLM-AutoSciLab: Closed-Loop Scientific Law Discovery via Active Experimentation with LLMs
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Consistent 3D Surface Flow Model with Global State
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
In-Context Black-Box Optimization with Unreliable Feedback
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Asymptotic Anytime-Valid Inference for U-statistics
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Expected Batch Optimal Transport Plans and Consequences for Flow Matching
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Calibrated Target Noise Recovers Curvature from the Gradients
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Not All Gap Correction Helps: A Geometric View of External Information in LLM Inference
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
ReefNet: A Large-Scale Dataset and Benchmark for Fine-Grained Coral Reef Recognition
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Evaluating Epistemic Uncertainty: Beyond OOD Detection and Active Learning
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
TS-ICL: A Flexible Time-Indexed Foundation Model for Time Series via In-Context Learning
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Principia: Relational Physics Tests for Video Models
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Recovering Clean Evaluation Metrics from Contaminated Benchmarks
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Uncovering Challenges of Solving the Continuous Gromov-Wasserstein Problem
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
FACBench: A Benchmark for Formal-Anchor Collisions in Multilingual Mathematical Grounding
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
The Ruler and the Judge: Benchmark-Conditional Evaluation of LLM-as-a-Judge
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Pathways of Visual Information Flow in Vision-Language Models
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
RubiConv - Efficient Boundary-Respecting Convolutions
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
AMARIS: Merging Generalist and Specialist LLMs via Adaptive Subspace Inheritance
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Building Transformation Layers for Riemannian Neural Networks
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Surprise, Episodic Context, and Catastrophic Forgetting in LLM Fine-Tuning: An Empirical Study
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Assessing Per-Sample Membership Inference Vulnerability without Retraining
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
When Must AI Training Stage Checkpoints? A Distributional Model of Durability Boundaries at Scale
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Unrestrained Simplex Denoising for Discrete Data. A Generative Method Applied to Graphs.
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
From Anti-Forgetting to Fast Adaptation: Continual Reinforcement Learning with World Models
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
MID: Mask-Image Distributional Divergence for Evaluating Medical Image Segmentation
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Contrastive Hypergraph Source-free Domain Adaptive Object Detection in Adverse Weathers
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Simultaneous Gradient Learning in First-Price Auctions
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
EEGFaceSem: An EEG Benchmark with Paired Generative Latents for Semantic Visual Modeling
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
From Baselines to Transport Geodesics: Axiomatic Attribution via Optimal Generative Flows
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Geometry-Guided Semantic Reconstruction for 3D Instance Segmentation
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
AI-Generated Content Should Be Evaluated by Its Substance, Not Its Source
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
StereoTales: A Multilingual Framework for Open-Ended Stereotype Discovery in LLMs
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Deep Learning as Neural Low-Degree Filtering: A Spectral Theory of Hierarchical Feature Learning
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
IDEAFix: Evaluation Framework for Creative Defixation Prompting in LLMs
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
CHASM: Cross-frequency Harmonized Axis-Separable Mixing for Spectral Token Operators
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Mamba Flow Matching Neural Processes: Linear-Time Inference for Irregularly Observed Spatial Fields
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Position: Fair Representations Cannot Hold What They Promise
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Instantiation of Human Values in Image Generation
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
To Align or Not To Align: Check Your COMPASS Before You Train
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Implicit Bias of Mirror Flow in Homogeneous Neural Networks: Sparse and Dense Feature Learning
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
ObjView-Bench: Rethinking Difficulty and Deployment for Object-Centric View Planning
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
TropNNC: Structured Neural Network Compression Using Tropical Geometry
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
NashDreamer: Model-Based Reinforcement Learning for Zero-Sum Imperfect-Information Games
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Gender Artifacts from Art History to Text-to-Image Generation
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Causal Discovery via Transformed Low-Rank Quantile Surfaces
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Neural Galerkin Normalizing Flows for Bayesian Inference of Diffusions with Inaccessible Boundaries
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Who Needs Labels? Adapting Vision Foundation Models With the Metadata You Already Have
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
On Length Bias in EEG-to-Text Decoding
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
CanViT: Toward Active-Vision Foundation Models
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Belief Engine: Configurable Stance Dynamics for Multi-Agent LLM Deliberation
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
KV Packet: Recomputation-Free Context-Independent KV Caching for LLMs
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Hypergraph Generation via Structured Stochastic Diffusion
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
𝑓-Differential Privacy Filters: Validity and Approximate Solutions
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Fail-Closed Alignment for Large Language Models
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Poison-then-Hide: Finetuning-Activated Backdoor Attack on Pretrained Vision Encoders
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
BalCapRL : A Balanced Framework for RL-Based MLLM Image Captioning
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Settling the Sample Complexity of Deterministic Agnostic PAC Learning
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
WayPOP: A Panoramic Open-Set Panoptic Tracking Benchmark
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Independent Learning of Nash Equilibria in Partially Observable Markov Potential Games with Decoupled Dynamics
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Optimal algorithmic complexity of inference in quantum kernel methods
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
LayoutBridge: Anisotropic Brownian Bridges for Public Indoor Floorplan Generation
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Decision-Aware Proximal Bridge Learning for Optimal Treatment Selection
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Mitigating Saliency Collapse: Robust Saliency-Aware Long-Text Image-Text Alignment
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Privacy Guarantees in Posterior Sampling under Contamination
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Show Me What You Don’t Know: Efficient Sampling from Invariant Sets for Model Validation
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Multi-Bridge Denoising Diffusion Probabilistic Models
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
CHAIN: Continual Heterogeneous Cooperation with Information Bottleneck for Multi-Agent Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Stop the Sampler! Classifier-Based Adaptive Stopping for Sampling Kernels
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
The Smart Buildings Control Suite: A Diverse Open Source Benchmark to Evaluate and Scale HVAC Control Policies for Sustainability
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Towards Convergence of PPO: An Approximate Descent Approach
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
ACER: Towards Generalizable Protein-ligand Co-folding
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
MEMEVO: A Memory-Evolved Video Agent for Long Video Understanding
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Read-Only Zero-Shot Classifier Expansion from Pairwise Semantics
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Intersectional Fairness via Mixed-Integer Optimization
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Learning to Undo: Transfer Reinforcement Learning under State Space Transformations
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Lost in the Slots: Revisiting Object-Centric Representations in the era of Foundation Models
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
When Does Trimming Help Conformal Prediction? A Retained-Law Diagnostic under Calibration Contamination
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
FogGS: Physics-Grounded 3D Foggy Effects
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Learning Where to Simulate: Generative Active Sampling for Online PDE Surrogate Training
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
OneSearch-V2: The Latent Reasoning Enhanced Self-distillation Generative Search Framework
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Robust Dreamer: Deviation-Aware Latent Gaussian Memory for Action-Controlled AR Video Generation
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Control Under the Wrong Model Is Better Than Under the Correct One
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Your Self-Supervised Projection Head Captures Object Co-Occurrence Statistics
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
CS-DICE: Offline Reinforcement Learning with Coherent Occupancy Regularization
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Online Active Testing: Adaptive Importance Sampling for Unbiased Risk Estimation in Data Streams
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Amortized Molecular Optimization via Group Relative Policy Optimization
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Replicable Constrained Bandits
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
ParaVT: Taming the Tool Prior Paradox for Parallel Tool Use in Agentic Video Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Consistency-Verified Backdoor Defense for Federated Graph Learning via Cross-Layer Drift
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Mouse Total Capture: A multi-view Dataset for 3D Motion and Expression Capture of Freely Moving Mouse
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Unbiased First-Order Randomized Smoothing for Differentiable Simulation
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
$\pi^2$: A Simple Framework for 2D-to-3D Registration
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Uncertainty as an Underconstrained Axis in Lossy Compression
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Complexity Aware Continuous Level of Details for Gaussian Splatting
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
GSQ: Highly-Accurate Low-Precision Scalar Quantization for LLMs via Gumbel-Softmax Sampling
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Disentangling generalization and memorization in large language models using chess
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Subset-Conditioned Boundary Compensation for Missing-Modality Multimodal Classification
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Spectral Re-Basin for Linear Mode Connectivity
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
On the Construction and Implications of Low-Loss Valleys in LoRA-based Bayesian Inference
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Learning Transferable Representations from Operating System Entities via Provenance Graph Distillation
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Beyond Kemeny Medians: Consensus Ranking Distributions. Definition, Properties and Statistical Learning
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
SemanticDLM+: Improving Diffusion LLMs through Bias-variance Trade-off in Transition Kernel Design
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
A Critical $\beta$-Scale for Posterior Collapse in Dirichlet $\beta$-VAEs
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Toward Optimal Regret in Robust Pricing: Decoupling Corruption and Time
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
From Persistence to Survival: Hypothesis Testing, Effect Sizes and Vectorisation for Topological Features
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Optimal In-context Adaptivity and Distributional Robustness of Transformers
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Binding Multiple Modalities via Multimodal Wasserstein Barycenter
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
What’s Holding Back Latent Visual Reasoning?
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
AR-Edit: Training-Free Streaming Video Editing without Inversion
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Robot Demonstration Videos Should Include Transparency Disclosures
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Weighted Sampling for Online Causal Discovery
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Reinforcement Learning for Long-Horizon Unordered Tasks: From Boolean to Coupled Reward Machines
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Focus, Align, and Diffuse: Time-Series-Aware Keyframe Diffusion for Cardiac Dynamic Synthesis from Sparse Observations
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
From Structural Feedback to Prompt Policies: Learning Faithful Text-to-Image Prompt Editors
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
More Value per Key: Asymmetric Sparse Attention for Faster LLM Decoding
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
GDSD: Reinforcement Learning as Guided Denoiser Self-Distillation for Diffusion Language Models
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Adaptive Robust Estimator for Policy Optimization in Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Benchmarking Attention for Tabular Foundation Models
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
I Have a Stream: Making Self-Supervised Learning Work on Continuous Video
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Gradient-Guided Smoothing for LLM Safety Defense
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Balancing Frequencies and Pixels in Flow Matching
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Incremental Learning in Transformers for In-Context Associative Recall
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Many Circuits, One Mechanism: Input Variation and Evaluation Granularity in Circuit Discovery
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Honeyval: A Comprehensive Evaluation Framework for LLM-powered HTTP Honeypots
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Pareto DNN Verification: Fast for Most Queries
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Optimized Forward-Backward Rematerialization for Memory-Efficient Pipeline Parallel Training
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Robust Amortized Simulation-Based Inference via Learned Error Models
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
The Post-Training Dilemma: Why We Should Rethink the Sequential SFT-RL Paradigm
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Controlling for Omitted Variable Bias in Deep Neural Networks
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Explanation of Dynamic Physical Field Predictions using WassersteinGrad: Application to Autoregressive Weather Forecasting
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Resource-Aware Parameter-Efficient Model Adaptation for Onboard High-Dimensional Data
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Membership Inference on Synthetic Single-Cell Genomic Data
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Privacy Amplification Persists under Unlimited Synthetic Data Release
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
TUBE: Tangent Upper Bound on Evidence for Discrete Diffusion Language Models
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
IRPO: Boosting Image Restoration via Post-training GRPO
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
On the Rademacher Complexity of Graph Neural Networks: Unifying Expressivity and Geometry
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
SP-CACW: Convergence-Aware Client Weighting for Selfish Personalized Learning
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Meta-Cognitive Memory Policy Optimization for Long-Horizon LLM Agents
[
OpenReview]
Session
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Paris Poster Session 2
Tutorial
Thu Dec 10 03:00 AM -- 06:00 AM (AEDT) @ C113-114 None
Towards Trustworthy Agentic AI: Interpretability, Safety, and Steering
Tutorial
Thu Dec 10 03:00 AM -- 06:00 AM (AEDT) @ C111-112 None
Towards The Science of Multi-Agent Communication
Tutorial
Thu Dec 10 03:00 AM -- 06:00 AM (AEDT) @ C211-213 None
Neuroevolution of Intelligent Agents
Break
Thu Dec 10 04:30 AM -- 06:30 AM (AEDT) None
Retail Lunch
Session
Thu Dec 10 07:30 AM -- 08:30 AM (AEDT) None
Atlanta Oral Session 1A
Session
Thu Dec 10 07:30 AM -- 08:30 AM (AEDT) None
Atlanta Oral Session 1B
Reproducibility Track
Thu Dec 10 08:00 AM -- 05:00 PM (AEDT) @ Room C3.2 None
MLRC 2026
Break
Thu Dec 10 08:30 AM -- 09:00 AM (AEDT) None
Coffee
Break
Thu Dec 10 08:30 AM -- 09:00 AM (AEDT) None
Coffee & Snacks
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Precise Debugging Benchmark: Is Your Model Debugging or Regenerating?
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SlopCodeBench: Benchmarking How Coding Agents Degrade Over Long-Horizon Iterative Tasks
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
MetaCluster: Enabling Deep Compression of Kolmogorov-Arnold Network
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
On the Complexity of Offline Reinforcement Learning with Q*-Approximation and Partial Coverage
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Statistical Query Lower Bounds for Smoothed Agnostic Learning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
DRTriton: Large-Scale Synthetic Data Driven Reinforcement Learning for Triton Kernel Generation
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Rate-Constrained Edge Metadata for Sender–Receiver Generative Video Super-Resolution
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Fixed Universal Transformers
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Dynamic k-center clustering with lifetimes
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Strategic Decision Focused Learning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Optimizer-Induced Mode Connectivity: From AdamW to Muon
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Rethinking Structured Generation: Can Graph-Based Reasoning Resolve Ambiguity?
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SEISMOS: A Statistical Signal Detection Framework for Semantic Chunking
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
DUIL: Deep Unsupervised Inverse Learning for in situ Macromolecular Morphology Identification
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Comparing Transformers and Hybrid Models at the Token Level
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Reject, Resample, Repeat: Understanding Parallel Reasoning in Language Model Inference
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
AVO: Agentic Variation Operators for Autonomous Evolutionary Search
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SHRED: Retain-Set-Free Unlearning via Self-Distillation with Logit Demotion
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
A Margin Perspective on LoRA: Robustness to Catastrophic Forgetting and Adapter Merging (MaLoRA)
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
FuRA: Full-Rank Parameter-Efficient Fine-Tuning with Spectral Preconditioning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Speed Predictions for Online Energy-Efficient Scheduling
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Attention Is More Than You Need: Spectral Redundancy in Multi-Head Routing
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
A Doubly Smoothed Decentralized Stochastic Minimax Optimization Algorithm
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Ghosted Layers: Unconstrained Activation Alignment for Recovering Layer-Pruned LLMs
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
3D-PLOT-LLM: Part-Level Object Tokens for 3D Large Language Models
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Do Robust LVLMs Hallucinate More? Uncovering Robustness-Induced Hallucination in Large Vision-Language Models
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Nearest-Neighbor Radii under Dependent Sampling
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Monotone Inclusion Approach to Weakly Monotone Discrete-Time Finite-Horizon Mean-Field Games
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
A Theory on Flow Matching with Neural Networks
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Decision-Focused Learning in MDPs: An Occupancy Measure Approach
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
NeuronEye: Query-Guided Visual Concept Activation for Vision-Language Reasoning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Community-Centered AI is Feasible and Beneficial for Impacted Communities
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Flow Mismatching: Unsupervised Anomaly Detection via Velocity Discrepancies in Flow Matching Models
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Dynamically Structured Diffusion Language Model Decoding via Bayesian Inference
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Distilling Sequential Computation in Transformer Language Models
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Towards Differentially Private Reinforcement Learning with General Function Approximation
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
EpiPivot: Learning to Control the Simplex Method under Epistemic Uncertainty
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Robust and Efficient Finetuning of Vision Foundation Models via Implicit Ensembling
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Learning Evidence Highlighting for Frozen LLMs
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Variational Wasserstein Model on Riemannian Manifolds for Image Segmentation
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
K-PWM: Control-Oriented Structured World Models under Partial Observation
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
A Single Neuron Is Sufficient to Bypass Safety Alignment in Large Language Models
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Understanding Graph Self-Supervised Pre-training under Distribution Shifts: A Scaling Law Perspective
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Position: Reconciling Open Access with Owner Control in AI Model Distribution Deserves More Research Effort
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Agentic Video Editing from Underspecified Requests
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Verifiers in the Loop: Decoding Time Verification for Code Translation
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
GUI-Libra: Data-Efficient Post-Training for Reliable Reasoning-and-Acting in Native GUI Agents
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Language-Induced Priors for Domain Adaptation
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Where You Backpropagate Matters: Token Hypothesis for Memory-Efficient Fine-Tuning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Non-Colliding Biometric Identities for Digital Entities: Geometry, Capacity, and Million-Scale Virtual Identity Provisioning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Predictive–Generative Drift Decomposition for Speech Enhancement and Separation
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Almost Sure Convergence of Linear Temporal Difference Learning with Arbitrary Features
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Handwriting decoding as a challenging motor task for EEG Foundation Models
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Tri-Prompting: Controllable Video Generation with Scene, Subject, and Motion Prompts
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SLVR: Structured Latent Visual Reasoning via Human-like Reasoning Flows
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Hierarchical Denoising For Multi-Step Visual Reasoning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Value Entanglement: Conflation Between Different Kinds of Good In (Some) Large Language Models
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Lost on Campus: Evaluating Embodied Spatial Reasoning of Vision-Language Models in the Wild
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
G-Zero: Self-Play for Open-Ended Generation from Zero Data
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Reinforcing Multimodal Reasoning Against Visual Degradation
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Pacing Branch Parallelism in LLM Serving
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Persuasive Prediction via Decision Calibration
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Continual Robot Learning via Language-Guided Skill Acquisition
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Constrained Decoding for Diffusion Language Models via Efficient Inference over Finite Automata
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Robust Nash Alignment under Preference Uncertainty
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Efficient LLM Adaptation with Forward-Only Passes
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Learning What to Predict: Downstream-Guided Task Design for Continued Pretraining
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Sample complexity of stochastic optimization with integer variables
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Actionable Hallucination Detection: Translating Latent Uncertainty into Agentic Critique
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Activation Functions Shape Token Synchronization in Stochastic Transformer Dynamics
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Efficient Algorithms For Fully Dynamic Bipartite Matching In Metric Spaces
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Rethinking LoRA Initialization for Robust Asymmetric Learning Rates
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Private Adaptive Covariance Estimation via Gaussian Graphical Models
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Flow Map Denoisers: Traversing the Distortion-Perception Plane for Inverse Problems
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Generative OOD-regularized Model-based Policy Optimization
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Finite Time Analysis of Risk-Sensitive RL via Noisy Power Iteration
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Augmented Lagrangian Method for Last-Iterate Convergence for Constrained MDPs
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
StereoPep: Do Molecular Models Understand Stereochemistry? A Benchmark on Synthetic Diastereomeric Peptides
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Quest: Training Frontier Deep Research Agents with Fully Synthetic Tasks
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Useful Memories Become Faulty When Continuously Updated by LLMs
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
RATS! Patches Talk Through Registers: Emergent Parts in Register Attention Transformers
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Exact Unlearning via Quantized Sufficient Statistics
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Testable Learning of General Halfspaces under Massart Noise
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Beyond the Full Slate: Evaluating MNL Algorithms on All Slates
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Decentralized Aggregation of LLM Predictions via Wagering Mechanisms
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Attribute-Efficient Learning of Sparse Halfspaces with Constant Malicious Noise Rate
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
StarCraft Motion: A Dataset for Agent Simulation in Adversarial and Partially Observable Scenarios
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Smooth Flow Matching for Synthesizing Functional Data
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Do Joint Audio-Video Generation Models Understand Physics?
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
ProjKAN: Model Compression via KAN Projections to Bridge the Hypothesis and Capacity Gaps
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Inferential Theory of Learning as a Framework for Test-Time Computation in Foundation Models
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Adaptive Power Iteration Method for Differentially Private PCA
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Rethinking On-Policy Self-Distillation for Thinking Models
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Learning Theory of Transformers: Local-to-Global Approximation via Softmax Partition of Unity
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Transfer Learning Through Conditional Quantile Matching
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Position: AI-Agent Pricing Should Become More Outcome-Dependent: An Economic Perspective
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Learning Unbiased Permutations via Flow Matching
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Diffeomoprhism-Informed 3D Gaussian Splattings via Screen-Space Optimal Transport (OT)
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Online Allocation with Differential Privacy
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
On-Policy Hindsight Distillation for Early Risk Prediction
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
RL-Inf: Tracking Non-local Training Data Influence for Online Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Golden Layers and Where to Find Them: Improved Knowledge Editing for Large Language Models Via Layer Gradient Analysis
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Tracing Agentic Failure from the Flow of Success
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Near-optimal Explainable $k$-means Clustering under $\ell_p$ Norm
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Elephant in the Fridge: Constant-Memory Frame Packing for Long Video Understanding
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Sort, Partition, Randomize: Optimal Binary Hypothesis Testing under Local Differential Privacy
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Denoising Implicit Variational Inference
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Capturing LLM Capabilities via Evidence-Calibrated Query Clustering
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
RefineTok: Scale-Wise Tokenization for Progressive Visual Refinement
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
GeoFidelity-Bench: Evaluating Block-Conditioned Geographic Fidelity in Text-to-Image Street-View Generation
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Long-Lived AI Agents Age Too: They Quietly Decay After Deployment
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Learning Where and What to Restore for Composite Image Restoration
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
What should post-training optimize? A test-time scaling law perspective
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
UniPath: Adaptive Coordination of Understanding and Generation for Unified Multimodal Reasoning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
TritonTune: LLM-Guided Multi-Agent Optimization of GPU Kernel Configurations
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
GauS: Differentiable Scheduling Optimization via Gaussian Reparameterization
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
FrontierOR: Benchmarking LLMs' Capacity for Efficient Algorithm Design in Large-Scale Optimization
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
TorchUMM: A Unified Multimodal Model Codebase for Evaluation, Analysis, and Post-training
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Transforming Image Editors into Video Editors
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Towards Reliable LLM Evaluation: Correcting the Winner’s Curse in Adaptive Benchmarking
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
When Dynamics Shift, Robust Task Inference Wins: Offline Imitation Learning with Behavior Foundation Models Revisited
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
FILOsofer: A TEE-Shielded Model Partitioning Framework based on Fisher Information-Guided LoRA Obfuscation
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Partition-Aware Unlearning for Removing Spurious Correlations in Large Vision-Language Models
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
When Policies Cannot Be Retrained: A Unified Closed-Form View of Post-Training Steering in Offline Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Fast Accurate Quantum Monte Carlo without Metropolis Adjustment
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Geometrically Disentangling Concept Learning from the Language Modeling Loss
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
ROCKET: Residual-Oriented Multi-Layer Alignment for Spatially-Aware Vision-Language-Action Models
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Convex Compositional Reasoning Models
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Stop Using Plausibility as the Criterion for Explainable AI
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Sharpness of Minima in Deep Matrix Factorization
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
OpenBrain: An Auditable Generated-Label Release for Whole-Brain MRI Parcellation
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
UniReFP: Robust Unified Fingerprinting for Vision Models against Cross-Task Repurposing Attacks
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Inline Critic Steers Image Editing
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
RustMizan: A Compilable, Contamination-Aware Benchmarking Framework for Rust Vulnerabilities
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Controllable Road Marking Generation
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Function graph transformers universally approximate operators between function spaces
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
In-Context Multi-Operator Learning with DeepOSets
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Analytical Correction for Subsampling Bias in Drifting Models
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Learning Biological Hierarchies in Single-Cell Foundation Models
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
CoTrek: Toward Scalable On-Policy Distillation for Long Chain-of-Thought Reasoning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Structure-agnostic Causal Representation Learning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
pCoMole: Pareto-Constrained Molecule Editing with Discrete Flows
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
A simple model of co-emergence of grid and place fields
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
KVBuffer: IO-aware Serving for Linear Attention
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
FOCUS: Benchmarking Retinal Model Generalization from Foundation Vision Encoders to Multimodal LLMs
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Multi-Stage Planning from Single-Stage Data: Reinforcement Learning Helps Composition but Requires Anchoring
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SparDA: Sparse Decoupled Attention for Efficient Long-Context LLM Inference
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
The Master Key Hypothesis: Unlocking Cross-Model Capability Transfer via Linear Subspace Alignment
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Localizing Concepts in Visual Autoregressive Models
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Rational Tuning of LLM Cascades via Probabilistic Modeling
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Primal Generation, Dual Judgment: Self-Training from Test-Time Scaling
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
World Action Verifier: Self-Improving World Models via Forward-Inverse Asymmetry
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
To See Far, Look Close: Evolutionary Forecasting for Long-term Time Series
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Projection Learning: A Principled Way to Overcome Memorization in Distribution Learning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Learning Task-Centric World Models from Visual Foundations
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
From Matrix Inversion to Constraints: Provably Tighter Confidence Regions for Importance Weights in Label Shift
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Towards Hyperparameter Transfer for Differentially Private Optimization
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Not Every Rubric Teaches Equally: Policy-Aware Rubric Rewards for RLVR
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
GenEnv: Difficulty-Aligned Co-Evolution Between LLM Agents and Environment Simulators
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
A New Framework for Quantum Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Understanding Double Descent through Universal Compression
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Effective Multi-sensor Conditioning for Street-view Novel-view Synthesis
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Model-Free Assessment of Simulator Fidelity via Quantile Curves
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Masked Diffusion Language Models are Strong and Steerable Text-Based World Models for Agentic RL
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
FASTER: Value-Guided Sampling for Fast RL
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Complementing DINO Features with Image Structure for Part Discovery
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Inside Emergence: Structure-Behaviour Gaps in Language Model Training
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Recreating Video Arenas via Automated Preference Scoring
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
ForceBody: Force-Paired Parametric Body Motion with Torque Uncertainty
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Do Latent-CoT Models Think Step-by-Step? A Mechanistic Study on Sequential Reasoning Tasks
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
TrajWiki: Source-Grounded Memory Trajectories for Long-Horizon Dialogue Agents
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
A Constrained Bi-level Optimization Framework for Constrained Preference-Based Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
AdERA: Adaptive Exponent Reuse for Lossless Allgather in Sharded MoE Training
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
I-PTC: Interactive Programmatic Tool Calling for Stateful Tool-Augmented Agents
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
CSI-TextBench: A Dataset and Benchmark for Language-Grounded Ambient Sensing Perception
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
StomataBench: Measuring Taxonomic Generalization in Stomatal Detection
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Continuous Diffusion Scales Competitively with Discrete Diffusion for Language
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
A Bitter Lesson for Data Filtering
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
ViT-AdaLA: Adapting Vision Transformers with Linear Attention
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Leveraging Latent Visual Reasoning in Silence
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Learning in Context, Guided by Choice: A Reward-Free Paradigm for Reinforcement Learning with Transformers
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
UMAS: System-Level Uncertainty Quantification for Multi-Agent LLM Systems
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Robust Graph Diffusion Model
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Multi-Turn RL Makes Small Language Model Competitive for Optimization Modeling
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
On Neural Scaling Laws for Weather Emulation through Continual Training
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
OmniGF: A Dual-Branch Vision-Language Framework for Unified Gaze Following
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
AME-TS: Anchored Mixture-of-Experts for Time Series Forecasting
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
PermuQuant: Lowering Per-Group Quantization Error by Reordering Channels for Diffusion Models
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Improving constraint-based discovery with robust propagation and LLM priors
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
ACED-Bench: Evaluating How LLM Agents Acquire and Act on Causal Evidence
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
CLUE: Correlated Latent Uncertainty for Single-Pass Deep Uncertainty Estimation
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
RA$^2$: Retain-Anchored Attraction Preserves Forget-Adjacent Utility in LLM Unlearning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
H-Flow: Self-supervised Human Scene Flow via Physics-inspired Joint Multi-modal Learning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
PixelDense: Dense Prediction as Representation Alignment for Pixel Diffusion
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Can Entry-Wise Clipping Give Spectral Control of Stochastic Gradients?
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SAFTAC: Simulation-Augmented Fine-Tuning of Open-Source LLMs for Analog Circuit Design
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Beyond Bounded Variance: Variance-Reduced Normalized Methods for Nonconvex Optimization under Blum-Gladyshev Noise
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Bifurcation Models: Learning Set-Valued Solution Maps with Weight-Tied Dynamics
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
EMA-Nesterov: Stabilizing Nesterov's Lookahead for Accelerated Deep Learning Optimization
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Ergodic Trajectory Design by Learned Pushforward Maps: Provable Coverage via Conditional Flow Matching
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Leviathan: Decoupling Input and Output Representations in Language Models
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Fast Diverse Nearest Neighbor Search
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Learning What Not to Impute: An Uncertainty-Aware Diffusion Framework for Meaningful Missingness
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Composable Causality: A Toolkit for Systematic Time-Series Causal Discovery and Treatment-Effect Benchmarking
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
AdpSplit: Error-Driven Adaptive Splitting for Faster Geometry Discovery in 3D Gaussian Splatting
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Prune, Don’t Rebuild: Efficiently Tuning $\alpha$-Reachable Graphs for Nearest Neighbor Search
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Linguistic Trajectory Encoding for Efficient Long-Horizon Spatial Memory in Embodied Agents
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
DivMoE: Fine-Grained MoE Upcycling via Cross-Domain Expert Composition
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
The Missing Positional Story in LLMs: A Case Study of Shift-Invariant Attention
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Topology-Reinforced Swin Transformer for Medical Image Analysis
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Progress-Aware Distillation for Mitigating Stagnation in Small Language Model Agents
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
DisSparse: Pipelined Top-$p$ Sparse Attention for Long-Context LLM Serving
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
There are Levels to It: Red Teaming LLMs with Hierarchical Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Do multimodal models imagine electric sheep?
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SCULPT: Advancing Masked Discrete Diffusion for High-Resolution Image Synthesis.
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Robust Diffusion Models via Divergence-Induced Weighted Denoising
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
HearSayBench: Can LLMs Navigate from Abstract Human Rights to Lived Lives?
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Uncertainty Aware SURE Transfer Learning for Classification Problems
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
MPCI-Bench: A Benchmark for Multimodal Pairwise Contextual Integrity Privacy Evaluation of Language Model Agents
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
StaRPO: Stability-Augmented Reinforcement Policy Optimization
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Test-time Risk Adaptation with Mixture of Agents
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Finite-Resolution Decision Sufficiency for Linear Optimization
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
MoBiQuant: Mixture-of-Bits Quantization for Token-Adaptive Any-Precision LLM
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Designing Kernel Surrogate Models for Multimodal Attribution
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Flash-KMeans: Fast and Memory-Efficient Exact K-Means
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Hypothesis generation and updating in large language models
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
LogicDirector: Enforcing Temporal Composition in Text-to-Video Generation
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Beyond Pairs: Your Language Model is Secretly Optimizing a Preference Graph
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
FiedlerPrune: Connectivity-Preserving Cross-Layer Pruning for Large Language Models
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Stop Quantum Machine Learning; do AI-for-Quantum instead
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Steering Vectors as a Training Signal in LLM Post-Training
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SiliconBench: Speed, Memory, and Fidelity for LLM Inference on Apple Silicon
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Guiding Data Allocation for Robust Subpopulation Generalization
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Learning Rate Decay Can Exponentially Accelerate SGD for Global Optimization of Nonconvex Functions
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Is Decentralized LLM Agent RL Robust to Heterogeneity? An Asymmetric Tale
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Almost Sure Convergence Rates of Stochastic Approximation and Reinforcement Learning via a Poisson-Moreau Drift
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Reinforcement Learning for Diffusion LLMs with Entropy-Guided Step Selection and Stepwise Advantages
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
RegimeVGGT: Layer-Wise Spatially Preserving Redundancy Removal for Visual Geometry Grounded Transformer
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Why Cancer cfDNA Models Fail on Chronic Disease: A Geometric Information-Theoretic Bound and Its Architectural Implications
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
MLS-Bench: A Holistic and Rigorous Assessment of AI Systems on Building Better AI
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Diffusion Language Models Can Approximate Optimal Infilling Lengths Implicitly
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Learning to Follow In-Context Watermark Instructions via Self-Distillation
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
AbFlowNet: Optimizing Antibody-Antigen Binding Energy via Diffusion-GFlowNet Fusion
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Exploiting Textual Semantics for Robust Cross-View Object Correspondence
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Agent-ToM: Learning to Monitor Autonomous LLM Agents via Theory-of-Mind Reasoning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Learning Rate Transfer in Normalized Transformers
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
TEMPO: Temporal Enforcement via Mode-Separated Policy Optimization for Trustworthy LLM Backtesting
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Mode-Controlled Policy Optimization: A Geometry-Aware Recipe for LLM Post-Training
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
CUDABeaver: Benchmarking LLM-Based Automated CUDA Debugging
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Intra-Option Fitted Q-Evaluation: Evaluating Hierarchical Policies from Non-Hierarchical Data
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Less Structure is More: Minimal Representations for Supervised Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
MinSteer: Minimal-Pair Steering via Two-Stage Cached Continuation
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SimplexUQ: An Evaluation Framework and Benchmark for Conformal Uncertainty on Simplex-Valued Predictions
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
S$^{2}$-PINN: Stochastic Separable Physics-Informed Neural Networks
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Epistemic Infrastructures of Science in AI Era Should Rebalance Costs of Generation and Verification
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Scalable Derivative Gaussian Processes via Exact Gradient Reduction
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Representation Fréchet Loss for Visual Generation
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Automating ML for Science: Can Frontier Agents Climb Scientific Hills in the Wild?
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Minimax Optimal Kernel Two-sample Testing in Sub-quadratic Time
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Proximal Difference-in-Differences for Long-Term Causal Learning under Confounding and Outcome Drift
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Interpreting Latent Protein Language Model Features with Geometric Annotations
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Uncertainty-Guided Reward Labeling for Reinforcement Learning under Limited Feedback
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
HorizonComposer: Spatiotemporally Consistent Driving Video Editing with Enriched Traffic Semantics
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Intrinsic Riemannian Cross-covariance for Manifold-valued Random Objects
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Reviving Stale Updates: Data-Free Knowledge Distillation for Asynchronous Federated Learning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Inverted Detection and Control in Steering Vectors
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Differential Item Functioning as an Item-Level Diagnostic for LLM Benchmarks
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Neural-Corrected Operator Learning for Homogenization and Inverse Design
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
ActWorld: From Explorable to Interactive World Model via Action-Aware Memory
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Equivariant Force Field Calibration for Flow-based Protein Design
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Action Images: End-to-End Policy Learning via Multiview Video Generation
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Evaluating Depth and Breadth in Test-Time Scaling for Compositional Visual Generation
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
AMPS: Adaptive Modality Preference Steering via Functional Entropy
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
A Semantic-Sampling Framework for Evaluating Calibration in Open-Ended Question Answering
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SyncWorld: Visual Calibration Enables World Models as Zero-Shot Simulators
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
The Stability of Online Algorithms in Performative Prediction
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Magnitude-preserving Layers Enable Efficient GANs
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Accuracy vs. Accuracy: Computational Tradeoffs Between Classification Rates and Utility
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Personalized and Collaborative Online LQR via Thompson Sampling
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
JARVIS-Bench: Benchmarking Personal Intelligence Agents on Long-Horizon Real-User Daily Traces
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
FlyAOC: Evaluating Agentic Ontology Curation of Drosophila Scientific Knowledge Bases
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Spectral-Sphere-Constrained Hyper-Connections
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Spend Only What You Need: Defect-Aware Residual Coverage for Efficient Multi-Agent Reasoning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Frontier Task Synthesis Via Solution-Centric Evolution
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Revealing the Gap in Human and VLM Scene Perception through Counterfactual Semantic Saliency
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
POME: Post Optimization Model Edit via Muon-Style Projection
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SiliciclasticReservoirs: A Million-Reservoir Dataset and Flow-Matching Foundation Model for 3D Siliciclastic Reservoir Generation
[
OpenReview]
Session
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Atlanta Poster Session 2
Sydney Invited Talk
Thu Dec 10 09:00 AM -- 10:00 AM (AEDT) @ TikTok Entertainment Center None
The Knowledge Box: AI and Epistemic Dispossession
Break
Thu Dec 10 10:00 AM -- 10:30 AM (AEDT) None
Coffee & Snacks
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reconciling Operational Energy Trilemma: A Heterogeneous Risk-Constrained MDP Framework with Residual Policy Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Generalization at the Edge of Stability
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Scenes as Objects, Not Primitives : Instance-Structured 3D Tokenization from Unposed Views
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CausalMix: Data Mixture as Causal Inference for Language Model Training
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Grounded or Fabricated? Unsupervised Detection of LLM Hallucinations via Contextualized Influence on Response Embeddings
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Stochastic Reconfiguration as Statistical Filtering for Overparameterized Neural Quantum States
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Mesh-Free Convolution: Learned Spectral Attenuation and Transport
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Image Matting without Matting-Specific Annotations via Eikonal Fields
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CineMME: Benchmarking Fine-Grained Perception and Plot Reasoning in Multimodal Large Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Fractional State Space Transition for Long Sequence Modeling
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Neural‑Visual Decoding via Cognitive‑guided Adaptive Blurring and Information‑Constrained Alignment
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond the Training Distribution: Evaluating Predictions Under Distribution Shift and Selection Bias
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MemArena: An Ego-Centric Benchmark for On-Device Agentic Personal Memory Assistants at Scale
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Toward Efficient Reasoning of Large Language Models via Latent Concept-Pyramid Modeling
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Fine-Grained Benchmark Generation for Comprehensive Evaluation of Foundation Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CoDeRNet: Selective Cross-Task Routing under Heterogeneous Supervision for Change Detection and Captioning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Continuous Expert Assembly: Instance-Conditioned Low-Rank Residuals for All-in-One Image Restoration
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Causal Effect Identification with a Single Agnostic Proxy
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RelationVGGT : Visual Geometry Transformers for 3D Spatial Relation Segmentation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sliced Wasserstein Meets Quantum Optics: Provable Wavefunctions Tomography with Scarce Noisy Measurements
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When Further Realization Is Unnecessary: Amortized Reasoning for Long-Horizon LLM Agents
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TIMA: Test-Time Internalization for Agentic Memory
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MaxSketch: Robust Distinct Counting in Streams via Random Projections
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SphereFlow: Missing Modality Imputation via Geometric Transport on Hypersphere
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Small Model Portfolios for Many Deployment Profiles: Submodular Coverage under Bundled Constraints
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Revitalizing Medical Time Series with Vision-Informed Retrieval: A Vision-Language Perspective
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Linear Decoders: Dynamic Expert-Coupled Optimal Decoding for Time Series Forecasting
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
On-Policy Distillation with Open Property-Equivalence Reward for LLM-Based NL-to-SVA Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Continual Learning Bench: Evaluating Frontier AI Systems in Real-World Stateful Environments
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Epiplexity Guided Data Selection and Generation for Out-of-Distribution Generalization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LENS: Low-Frequency Eigen Noise Shaping for Efficient Diffusion Sampling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TriPrompt: Progressive Local Prompting for Few-shot Out-of-Distribution Detection
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Attention Drift: What Auto-Regressive Speculative Decoding Models Learn
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
History-Aware Conformal Prediction Sets for Censored Time-to-Event Outcomes
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Statistical Limits of Affine Equivariant Estimation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SPA-Q: Structure-Preserving Adaptive Post-Training Quantization for Monocular Depth Estimation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning to Commit: Next-Commit Prediction via Online Supervised Contrastive Reflection
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sharper Guarantees for Misspecified Kernelized Bandit Optimization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HyperNSDE: Personalized Neural SDEs for Joint Static—Longitudinal Clinical Data Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Aligning MLLMs with the Latent Structure of Human Cognition via Behavior-Derived Semantic Dimensions
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Grounding 3D Affordance from Human-Object-Interaction Videos via Multimodal Large Language Model
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hyperbolic Concept Bottleneck Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reinforcement Learning for Code Optimization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Stabilizing Off-policy LLM Optimization with Prefix Importance Ratio
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Concept frustration: Aligning human concepts and machine representations
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EgoHMP: Achieving Precise Human Motion Prediction in 3D Scenes via Egocentric Cues
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PROLA: Principal-Orthogonal Low-rank Adaptation for Predictive Spatiotemporal Weather Downscaling
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MoTo: Mixture of Tokenizers Towards Fair Multilingual Language Modeling
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Untrusted Content Masking for Web Agents with Security Guarantees
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MLLM-Edit: Benchmarking Image Forgery Detection and Localization under MLLM-based Editing
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AdaM-Rec: Adaptive Modality Routing for Multimodal Recommendation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Crafter: Towards Automated Reproducible Machine Learning via Agentic Code Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FusionNeXt: Sequence-First 3D Multi-Modal Fusion in the Era of LLMs
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
What Is Worth Representing? Representational Empowerment for Continual Model Construction
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ELF: Embedded Language Flows
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Remember Your Trace: Memory-Guided Long-Horizon Agentic Framework for Consistent and Hierarchical Repository-Level Code Documentation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ControlJEPA: Principled Trajectory Regularization via Lyapunov Tube Loss
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Nereus: A Large-Scale Underwater Dataset for Fine-Grained Attribute Understanding and Grounded Counting Perception
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ASAP: Attention Sink Anchored Pruning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SDAE: Semantic-Diversity-Aware Exploration for Efficient Reinforcement Learning in Large Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
D-GAP: Improving Out-of-Domain Robustness via Dataset-Agnostic and Gradient-Guided Augmentation in Amplitude and Pixel Spaces
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TGPO: Trace-Guided Policy Optimization for Robot Task Planning via Verifiable Subgoal Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Posterior Inference in Latent Space for Scalable Constrained Black-box Optimization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Efficient Tree Draft for Long-Context Speculative Decoding
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Prospective Coding Improves Learning in Deep Continuous-Time Recurrent Networks
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Parallel Fixed-Point Spiking Neurons for Efficient Training of Spiking Neural Networks
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ApertureAttn: Native 4K Video Generation with Image-Only Supervision
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Who Wrote This Paper? Autonomous Scientific Discovery for 3DGS Research
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Data-Free Reservoir Features for Efficient Long-Horizon Cold-Start Continual Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Auto-Dreamer: Learning Offline Memory Consolidation for Language Agents
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DepthMaster: Unified Monocular Depth Estimation for Perspective and Panoramic Images
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Nonparametric Estimation of a Factorizable Density using Diffusion Models
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
UniFlowDock: Flexible Docking with Complete Equivariant Velocity Fields
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Recursive Semantic Divergence for LLM Agent Consistency
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ProxyPose: 6-DoF Pose Tracking via Video-to-Video Translation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Geometry-Aware Similarity Metrics for Neural Representations on Riemannian and Statistical Manifolds
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Aggregation Dispersion: An Information-Geometric Diagnostic of Oversmoothing in Graph Neural Networks
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hyperbolic Language Models: From Zipf to Compute-Optimal Scaling
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BLARM: Animating 3D Objects from Video via Blending LAtent Rigid Motion Primitives
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SenseBench: A Benchmark for Remote Sensing Low-Level Visual Perception and Description in Large Vision-Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Improving the Diffusability of Motion Tokenizer
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Geometry of Alignment Collapse: When Fine-Tuning Breaks Safety
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Disentangling Dual Image References in Frequency Aware Diffusion Models for Personalized Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Identifying Structural Biases from Causal Mechanism Shifts
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Video-Zero: Self-Evolution Video Understanding
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reward Budgeting Reduces Premature Convergence in Reinforcement Learning for LLM Reasoning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LensVLM: Selective Context Expansion for Compressed Visual Representation of Text
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MCGI: Manifold-Consistent Graph Indexing for Billion-Scale Disk-Resident Vector Search
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Heterogeneous Graph Federated Learning with Structure-Aware Data-Free Distillation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When Transcriptomic Foundation Models Scale: Domain-Focused Pretraining for Drug Development in Immunology and Inflammation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HALO: Homotopy-Augmented Layer Optimization for Stable LLM Supervised Post-training
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Towards Error-Free EHRs: Reasoning-Intensive Consistency Verification Between Clinical Notes and Structured Tables in Electronic Health Records
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DC-SAE: Deep Compression Semantic Autoencoder for Faster Diffusion Convergence
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SaaS-Bench: Can Computer-Use Agents Leverage Real-World SaaS to Solve Professional Workflows?
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FIND: Frequency Invariance Disentanglement for Test-Time Adaptation in LiDAR 3D Detection
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Characterizing the Generalization Error of Random Feature Regression with Arbitrary Data-Augmentation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Tyche: One Step Flow for Efficient Probabilistic Weather Forecasting
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FusionAudit: Pathway-Conditioned Robustness Auditing for Native Multimodal Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ERIS: Enhancing Privacy and Scalability in Federated Learning via Federated Shard Aggregation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LLM Agents Already Know When to Call Tools - Even Without Reasoning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Logistic Bandits with $\tilde{O}(\sqrt{dT})$ Regret without Context Diversity Assumptions
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Spatial and Temporal Priors: A Generalizable Approach for Dense Correspondence Matching
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CMI-Trans: Cross Modal Inconsistency-aware Transport for HSI-LiDAR Classification
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MIRA: Mutual Information guided calibration for Reliable Test-Time Adaptation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Flat Frames: Hierarchical Graph Reasoning for Long Video Understanding
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Assistive Dueling Bandits: No-Regret Algorithms for Assisting No-Regret Users
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GAE Falls Short in Imperfect-Information Self-Play Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
One-Time Soft Alignment Enables Resilient Learning without Weight Transport
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Point Cloud Sequence Encoding for Material-conditioned Graph Network Simulators
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Minimax Rate of Second-Order Calibration
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Synthetic Pre-Pre-Training Improves Language Model Robustness to Noisy Pre-Training Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Variance Reduction for Expectations with Diffusion Teachers
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EDMA: Entropy-Driven Multimodal Answering
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RL Excursions during Pre-training: How early is too early for on-policy learning?
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Agent Security is a Systems Problem
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
An Efficient Geometric Characterization of Robust Fair Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DIGS: Distribution-Informed Gaussian Splatting for Training-Free Open-Vocabulary 3D Segmentation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Are Your Reasoning Models Reasoning or Guessing? A Mechanistic Analysis of Hierarchical Reasoning Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RECIPE: Learning to Rank Complete Precursor Sets for Inorganic Retrosynthesis
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SpikingGamma: Temporally Precise Online SNN Training Through Smoothed Temporal Delays
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sampling-Free Privacy Accounting for Matrix Mechanisms under Random Allocation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
How Can SignSGD Outperform SGD? A Functional Scaling Law Perspective
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Transformers in the Dark: Navigating Unknown Search Spaces via Bandit Feedback
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Social Interaction Breaks Replicate Independence in Controlled-Clone LLM Agents
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When does LeJEPA learn a World Model?
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Empowering Masked Diffusion Models to Self-Correct with Leave-One-Out Transformers
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Instruction Anchor: Dissecting the Mechanistic Dynamics of Modality Arbitration
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Posterior-Tracking for Best-Arm Identification in Bernoulli Bandits
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When Does Sequential Detection Collapse to a Scalar? A Necessary and Sufficient Characterisation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Asymmetric Hierarchical Anchoring for Robust Audio–Visual Cross-Modal Generalization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Statistical Complexity of Soft Bellman Residual Minimization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
E0: Expressive Fine-Grained Discrete Action Prediction for Vision-Language-Action Models via Tweedie Discrete Diffusion
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When Symbol Names Should Not Matter: A Logistic Theory of Fresh-Symbol Classification
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SAM 3D Animal: Promptable Animal 3D Reconstruction from Images in the Wild
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
KL for a KL: On-Policy Distillation with Control Variate Baseline
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Disentanglement as Identifiable Pushforward Factorisation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Adversarial Group Fairness in Contextual Bandits: When Robust is Not Fair
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Visual Text Compression as Measure Transport
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
How Diffusion Models Memorize
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RePercENT: Scaling Disentangled Representation Learning Beyond Two Modalities
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Spectral Reversal: Counteracting Singular Value Bias for Graph Prompting
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Laplacian Heads Improve Transformers by Smoothing Token Representations
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Spectral-Aligned Pruning for Universal Error-Correcting Code Transformers
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LaST-R1: Reinforcing Robotic Manipulation via Adaptive Physical Latent Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Many Senses of Visual Similarity: A Text-Prompted Image Perceptual Metric
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DART: Zero-Shot Dual-Side Alignment Routing for LLM Performance-Cost Tradeoffs
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Iterative Chow Filtering for Learning with Distribution Shift
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Why Transformers Struggle with Distribution-Independent In-Context Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Generative Active Learning via Bayesian Acquisition for Improving the Efficiency of Synthetic Data
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VIGOR: Visual Gain Ordering for Hallucination Mitigation in Multimodal Discrete Diffusion Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Tempered Guided Diffusion
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VALOR: Vector-Aware Low-Rank Restructuring of Neural Networks for RISC-V Inference
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Intrinsic-dimension empirical Bernstein inequalities for bounded self-adjoint operators
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hypergraph Generation with Latent Diffusion
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Automated Causal Effect Estimation through Self-Evolving AI
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Robust Noisy Inductive Matrix Completion with Local Linear Convergence
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Neural Garbage Collection: Learning to Forget while Learning to Reason
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BiLoCo: Binary Low-Rank Corrections for LLM FP4 Decode
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PoSafeNet: Structured Safety Learning via Compositional Projection
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Bigger Isn't Always Memorizing: Early Stopping Overparameterized Diffusion Models
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Look Before You Leap: Self-Evolving Clinical Reasoning with Psychometric Preference Optimization for Radiology Report Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Order-Marginalized Scoring for Masked Diffusion Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
On the Memorization of Consistency Distillation for Diffusion Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
NuMuon: Nuclear-Norm-Constrained Muon for Compressible LLM Training
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Foundational Model System for Datacenter Machine Repairs
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
How Far Are VLMs from Privacy Awareness in the Physical World? An Empirical Study
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Relative Energy Barriers for Copyright-Aware Language Model Adaptation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EO-WM: A Physically Informed World Model for Probabilistic Earth Observation Forecasting
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Federated Logic Gate Networks via Boolean Feature Selection
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EvoOptiGraph: Weakness-Driven Coevolution via Graph-Based Structural Generation for Optimization Modeling
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MemDLM: Memory-Enhanced DLM Training
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Intrinsically Interpretable Attention via Sparse Post-Training
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hodge Laplacian Quasi-Harmonic Flows for Option Discovery
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Minimal Interpretable Architecture for Zero-Shot Reconstruction of Dynamical Systems
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
On Minimizing Regret in Fixed-Confidence $\varepsilon$-Best Arm Identification
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Ad-Hoc Teamwork from Human Demonstrations
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Scaling Laws for SAE Training Data
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Random-Projection Tree Stein Variational Gradient Descent
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
On the Selectivity of Generative Models in Structure-Based Drug Design
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Equivariant Reinforcement Learning for Clifford Quantum Circuit Synthesis
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Geometry Conflict: Explaining and Controlling Forgetting in LLM Continual Post-Training
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Variational Consequence-Driven Offline Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Making LoRA Identifiable: Orthogonal Alignment for Continual Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Training on Documents About Monitoring Leads to CoT Obfuscation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DocAtlas: Long-Document Understanding as Mutable-State Interaction
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DaCe-DT: Data-Centric Offline Multi-Task Reinforcement Learning via Adaptive Prompts and Trajectory Correction for Heterogeneous Tasks
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MoCAR: Motion-code Coordinate-aware AutoRegression for Continuous Trajectory Forecasting
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HyperTree: Scalable Unsupervised Hierarchy Discovery in Hyperbolic Space
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Effect-Driven Skill Abstractions for Offline Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Scalable Supervised Optimal Transport of Gaussian Mixture Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
COMPASS: Composable Policy-Amortized Structured Search for LLM-Based Optimization Modeling
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Synthetic Anchor-Assisted Prototype Alignment for Heterogeneous Federated Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Cross-Channel Agreement Beats Consensus: Compositional Verification for Geometry Reasoning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Resilience Matters for Embodied Agents System: New Metrics, Systematic Evaluation, and Optimization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FEAD: Fine-Grained Epipolar Attention Diffusion for Large-Disparity Light Field Spatial Super-Resolution
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Fisher information and the geometry of memorization in neural networks
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LINE: LLM-based Iterative Neuron Explanations for Vision Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VCR: Learning Valid Contextual Representation for Incomplete Wearable Signals
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Causal Discovery with False Positive Error Control
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Gradient Boosted Trees for Retrieval-Augmented Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Information-Theoretic Generalization for Set-Input Optimization-Valued Objectives
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Assign and Add: A Mechanistic Study of Compositional Arithmetic
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Diagnosing and Correcting Bias in MLLM for Long Video Understanding
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FacEDiT: Talking Head Video Editing via Facial Motion Infilling
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
P$^3$-VLM: A Point-based Alternative for Grounded 3D Vision-Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
What MLLMs Learn about When they Learn about Multimodal Reasoning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Coordination Connectivity: Shared Initialization Shapes the Joint-Policy Landscape in MARL
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Integrated Imputation-Classification for Supervised Learning with Missing Data
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Planning as Dynamics Relaxation: Hippocampal Recurrent Network Realizes Optimal Goal-Directed Navigation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PG-LRF: Physiology-Guided Latent Rectified Flow for Electro-Hemodynamic PPG-to-ECG Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LoopWeaver: Weaving Feedback Loops into Hierarchical Generation under Constraints
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
KV-COBRA: KV Cache Compression via Co-Optimized Bit-Rank Allocation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Empirical regularities in subjective decision-making by LLMs
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Block Sphere Vector Quantization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Skipping Domain Shifts: Domain Memory Retention Enhanced Hyperspectral Single-Source Domain Generalization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Controllable User Simulation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SceneScaffold: Active Scene-State Construction for Unified 3D Scene Understanding
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond ViT Tokens: Masked-Diffusion Pretrained Convolutional Pathology Foundation Model for Cell-Level Dense Prediction
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MoRe: Modular Representations for Principled Continual Representation Learning on Sequential Data
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
UxSID: Semantic-Aware User Interests Modeling for Ultra-Long Sequence
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Post-Training Quantization with Gradient-Projected Fisher Approximation for Vision Transformers
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Visual-to-Executable Procedural Reconstruction of Buildings.
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Generalized Laplacian in Spectral Seriation on Manifold Data
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Gauge-Symmetric Dual Lagrangian Frameworks for Born-Oppenheimer Molecular Dynamics
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Continuous Audio Thinking for Large Audio Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Diverse Representative Rashomon Sets for Sparse Generalized Additive Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Map-Guided Caching: A Global Perspective for Efficient Diffusion Transformer
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Payoff-Aware Prediction of Population Game Dynamics
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Two is better than one: A Collapse-free Multi-Reward RLIF Training Framework
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Generative Model of Contextual Integrity: Appropriate vs. Inappropriate Information Sharing
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ControlSVG: Exploring Controllable SVG Generation with Autoregressive Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Quantum Composite Hypothesis Testing with Small Error
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Time-Frequency Decoupled Cross-Scale Partial Optimal Transport for Time Series Domain Adaptation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Dynamic Representation Modeling for Federated Medical Image Domain Generalization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FineVLA: Fine-Grained Instruction Alignment for Steerable Vision-Language-Action Policies
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Are Well-Trained Surrogates Optimal? Rethinking the Surrogate Role with Instability for Unlearnable Examples
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MILES: Modular Instruction Memory with Learnable Selection for Self-Improving LLM Reasoning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VLMGuard: Bootstrapping Malicious Prompt Detectors from Unlabeled Vision-Language Prompts in the Wild
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Chess-World-Model: A 10M-Game Benchmark for Exact State Tracking from Chess Move Sequences
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Strategist: Designing Agentic Reasoning at Scale
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DPLC: Dirichlet Process Guided Long-tail Clustering
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hyperspherical Local Margin Retraction for Zero-Shot Instance-Wise Machine Unlearning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Interplay of Data Structure and Imbalance in the Learning Dynamics of Diffusion Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Multi-Scale Representation Learning for Single-Cell Multi-Omics
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ViewRec3D: Learning to Recommend 3D Viewpoints for AI Photography
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Adversary-Robust Learning from Fully Asynchronous Directional Derivative Estimates
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Composite Activation Function for Learning Stable Binary Representations
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Adaptive Residual Quantization for Memory-Efficient Temporal Action Segmentation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From Retrieval to Recognition: Knowledge-Enhanced Foundation Models for Time Series Classification
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Channel-wise Vector Quantization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CompJudge: Fine-Grained Comparative Evaluation using Multimodal LLM for Subject-Driven Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SEAR: Sample Efficient Action Chunking Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Improving Guidance-Free Visual Generation via Self-Contrastive Alignment for Likelihood Estimation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EditFlowSR: Revisable Expression Generation for Symbolic Regression
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
UniRank: Unified List-wise Reranking via Confidence-Ordered Denoising
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Angular Networks: Low-Bit Learning from Randomized Similarity Estimators
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TIGER: Bridging the Multimodal Reasoning-Access Gap via Modality Counterfactuals
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
NoTVLA: Semantics-Preserving Robot Adaptation via Narrative Action Interfaces
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
WaveSem: Frequency-Adaptive Tokenization for Disentangling Semantics and Noise in Genomics
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Post-Processing Guarantees for Classification under Linear-Fractional Performance Metrics
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Frontier-Eng: Benchmarking Self-Evolving Agents on Real-World Engineering with Generative Optimization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
scShapeBench: Discovering geometry from high dimensional scRNAseq data
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Memory Grafting: Scaling Language Model Pre-training via Offline Conditional Memory
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Efficient Training of Deep Spiking Neural Networks with Input-Driven Derivative-Free Updates
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DARE: Dual-Level Adversarial Learning with Domain-Aware Regularization for Whole Slide Image Classification
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sample Size Design for Bounds on Discrete Probabilities of Causation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hallucination-Guided Unlearning: Using Hallucination Traces to Reveal Overfitted Memories
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Language Models Demand New Computer Science
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Uncertainty Quantification for Multimodal Large Language Models with Incoherence-adjusted Semantic Volume
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From Generic to Dedicated: A Novel Optimizer for Online Continual Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Escaping Path Mirages in Offline Goal-Conditioned Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EchoPrune: Interpreting Redundancy as Temporal Echoes for Efficient VideoLLMs
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Meta-TTRL: A Metacognitive Framework for Self-Improving Test-Time Reinforcement Learning for T2I Generation in Unified Multimodal Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EcoGym: Evaluating LLMs for Long-Horizon Plan-and-Execute in Interactive Economies
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Geometric Instability of Hidden-State Trajectories Predicts Reasoning Failures in Large Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Adaptive Entropy-Sparing for Efficient Reasoning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Disentangled Representation Learning via Flow Matching
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Seq-LoRA: Sequential Bayesian Low-Rank Adaptation for Large Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
UniDBO: A Unified Dual-Branch One-Step Denoising Framework for Autonomous Driving Scenario Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Controllable Dynamic 3D Shape Generation via 3D Trajectories and Text
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MixNLQ: An Effective Post-Training Nonlinear Low-Bit Quantization Method for Large Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SePO: Self-Evolving Prompt Agent for System Prompt Optimization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
UniT: Toward a Unified Physical Language for Human-to-Humanoid Policy Learning and World Modeling
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Efficient Adaptive Data Analysis over Dense Data Distributions
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SAGE: Semantic-Agnostic Image Embedding for Generalized AI-Generated Image Detection
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rethinking Bayesian Optimization for Co-Optimizing LLM Training Configurations
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sample Efficient Generative Molecular Optimization with Joint Self-Improvement
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Simple Baselines are Competitive with Code Evolution
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Transfer Learning of Linear Regression with Multiple Pretrained Models: Benefiting from More Pretrained Models via Overparameterization Debiasing
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Catch-Only-One: Non-Transferable Examples for Model-Specific Authorization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PGSB: Pretrained-Guided Shared Basis for LoRA Model Merging
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Enhancing LLMs with Cognitive-Affective Personality Inference for Simulating Human Social-Psychological Behavior
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Decision Path Tracing for Causal Analysis in Transformers
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Scalable Multi-Task Model for Virtual Sensors
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SH$^2$: A Mathematician-Curated benchmark for Assessing Research-level Math Capabilities of LLMs
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Position: Semantic Uncertainty Measures Disagreement, Not Reliability
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Extending Pretrained 10-Second ECG Foundation Models to Longer Horizons
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DELTA-TTS: Adapting Autoregressive Model into a Diffusion Language Model for Text-to-Speech
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Fractal-G: Topology-Aware Heterogeneous Graphs for Medical Image Segmentation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DiM$^3$: Bridging Multilingual and Multimodal Models via Direction- and Magnitude-Aware Merging
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Spatial Representation Distillation and Knowledge Routing for Vision-Language-Action Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Probe Before You Edit: Probing-Guided Molecular Optimization for LLM Agents in Structure-Based Drug Design
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
We Should Distinguish Unlearning From Untraining
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PriorVLA: Prior-Preserving Adaptation for Vision-Language-Action Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Lyapunov-Driven Optimistic Learning for Online Scheduling with Multi-Stage Tasks
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Multigroup Fairness and Omniprediction: Separations and Equivalences
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Interpretable Relational Inference with LLM-Guided Symbolic Dynamics Modeling
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AI for Drug Discovery Models Often Do Not Learn as Expected and How to Diagnose These Failure Modes
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Understanding and Mitigating Structural Forgetting in Fine-Tuned Time Series Foundation Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Risk-guided Estimation-aware Acceptance for Learning with Synthetic Data
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Guaranteed Jailbreaking Defense via Disrupt-and-Rectify Smoothing
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Watermarking Should Be Treated as a Monitoring Primitive
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Information Propagation via Sign-Flip Dynamics
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Stability-Enhanced Federated Learning with Accelerated Gradient
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hack-Verifiable Environments: Towards Evaluating Reward Hacking at Scale
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SWE-Git-Bench: A Worktree-Level Benchmark for Real Merge Conflict Resolution
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Cross-Modal Prior-Guided Training with Visual Foundation Models for Unsupervised LiDAR Point Cloud Registration
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Generating the Wild: Individual-Consistent Image-to-Video Generation for Wildlife
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Subject-Relative Micro-Motion and Sleep Dynamics for Near-Infrared Video Sleep Staging
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GeoRouter: Dynamic Paradigm Routing for Worldwide Image Geolocalization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Phase-wise Velocity Distillation: Towards Effective Image Generation with A Single NFE
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EmoPhone: A Multi-Wave Dataset for In-the-Wild Mobile and Wearable Affect Sensing
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CWAGraph: Retrieving What Was Never Explicitly Identified in Graph-Based RAG
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Agree to Disagree: Multimodal Autonomous Negotiation and Calibration for Entity Representation Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MDK-MoE: Multi-view Decomposed Kalman Mixture of Experts Framework for Non-stationary Time Series Forecasting
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PosePlaner: Denoising Any Feedforward Pose Predictor from Pairwise Planar Geometry
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FoMo: Forking Moment in Generative Trajectory as a Perceptual Distance
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Can We Model the Artifacts Explicitly? Disentangle Artifacts via Pairwise Edit Relations for Image Manipulation Localization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VIPER: An Expert-Curated Benchmark for Vision-Language Models in Veterinary Pathology
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning with Enumeration: Neural-Guided SAT Framework for Cryptographic Key Recovery
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SWE-Marathon: Can AI Agents Autonomously Complete Ultra-Long-Horizon Software Work?
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CuBic: Curvature-Driven Dynamic Inference Caching for Fast, High-Fidelity Flow Matching
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SCOPE: Self-Play via Co-Evolving Policies for Open-Ended Tasks
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
scTrilemma: Balancing Identity, Invariance, and Reconstruction in Single-Cell Representation Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SPERA: Spherical Prior EEG Foundation Model with Geometry- and Frequency-Aware Latent Prediction
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Fair Range k-Supplier Clustering in Offline and Streaming Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CAST: Certifiable Aggregation of Smoothed Teachers for Robust Policy Adaptation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LoRIF: Low-Rank Influence Functions for Scalable Training Data Attribution
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Chain-of-Correction: Progress-Aware Policy Steering via Anchor-Grounded Predictive Reasoning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Illusory Pattern Perception Drives Spurious Inference in Large Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SAMAT: A Stereotype-Aware Multimodal Transformer for Interpretable Misogynistic Meme Detection
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RVCBench: Benchmarking Robustness of Voice Cloning Across Modern Audio Generation Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MinPath: Learning Efficient LLM Reasoning via Minimal Dependency Paths
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SAFE-SVD: Sensitivity-Aware Fidelity-Enforcing SVD for Physics Foundation Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The BAMBI Dataset: Multimodal Nadir UAV-Recordings of Forest Wildlife
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Simulation-Ready Compositional 3D Scene Reconstruction from a Single Image
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
M$^3$: Reframing Training Measures for Discretized Physical Simulations
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
IDEAL: In-DEpth ALignment Makes A Discrete Representation AutoEncoder
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ECLIPSE: A Spacecraft Rendezvous Trajectories Dataset with Controlled In-Orbit Lighting Conditions
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Benign Reinforcement Learning Can Amplify Latent Backdoors
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ClinStab: Stability-Oriented Learning for Medical Time Series via Dual-Stream Alignment
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Why Latent Actions Fail, and How to Prevent It
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PCFBench: How Far Can Large Vision-Language Models Go in Physics-aware Photonic Inverse Design?
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Soft Contamination Means Benchmarks Test Shallow Generalization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Compatible Likelihoods for Flow Matching on Manifolds
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Resolving Representation Ambiguity in Feedforward Novel View Synthesis Transformer via Semantic-Spatial Decoupling
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Can Ideologues Agree on Quality? From Non-identifiable Latent Factors to Collective Outcomes
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SkillGen: Verified Inference-Time Agent Skill Synthesis
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Disentangling Channel Semantics in Vision Transformers via Token Decorrelation and Composition-Aware Modulation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AET-Bench: Pixel-Accurate Atomic Tomography Is Not Atom-Accurate
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AttnDiff: Attention-based Differential Fingerprinting for Large Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CEO-Bench: Can Agents Play the Long Game?
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Collective Supervision for Unified Biomolecular Conformation and Dynamics Modeling with CoDyna
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Trapping Attacker in Dilemma: Examining Internal Correlations and External Influences of Trigger for Defending GNN Backdoors
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Tackling the Data-Parallel Load Balancing Bottleneck in LLM Serving: Practical Online Routing at Scale
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Forest-Guided Semantic Transport for Label-Supervised Manifold Alignment
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Breaking the Synthesis Barrier for AI-Designed DNA Libraries
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Post-Selection-Safe Pessimistic Utilities for Offline Multi-Objective Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Strengthen Out-of-Distribution Detection via Adaptive Mahalanobis Gap
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GRASP: Learning to Ground Social Reasoning in Multi-Person Non-Verbal Interactions
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FreDRec: Frequency-Decoupled Knowledge Distillation for Multimodal Recommendation in Missing Modalities Scenarios
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DrPO: Drifting Preference Optimization for One-Step Generative Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CausalConflictBench: Can Multimodal Models Follow Local Mechanisms That Conflict with Commonsense?
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Time–Frequency Non-Stationary Modeling for Multivariate Time Series Forecasting
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ReCoG: Relational Concept Graph for Training-Free Personalization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AdvJudge-Zero: Binary Decision Flips in LLM-as-a-Judge via Adversarial Control Tokens
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Agentic AI Design Should be Mediated to Promote Social Welfare
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Diffusion-Enhanced GFlowNet for Solving Vehicle Routing Problems
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VINCIE-NExT: Unlocking Video Editing from Images via In-Context Modeling
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rethinking Training Targets, Architectures and Data Quality for Universal Speech Enhancement
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Idempotency Exposes Consistency Problems in Sparse Autoencoders
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MorphoHELM: A Comprehensive Benchmark for Evaluating Representations for Microscopy-Based Morphology Assays
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Proper Scoring Rules for Agentic Uncertainty Quantification
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When Noise Meets Long-Tail: Feature-Threshold Dual Calibration for Robust Pseudo-Labeling
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ExtraVAR: Stage-Aware RoPE Remapping for Resolution Extrapolation in Visual Autoregressive Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PolySplat: Workload-Regime-Aware Rasterization for 3D Gaussian Splatting
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Extracting Search Trees from LLM Reasoning Traces Reveals Myopic Planning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RAIL: Representation-Aligned Imitation Learning for Student-Compatible Teacher Policies
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Local Manifold Identification with Latent Linear Models and OT Flows
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Opt-Arena: Evaluating, Selecting, and Generating Optimization Modeling Data via Tripartite Graphs
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AudioAgentBench: Evaluating Multi-Turn Voice Agents on Real-World Tasks
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
How I learned to stop worrying and love StopGrads: Stationarity, Convergence, and a case study on Flow Map Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Conditional Evaluation of Language Models with Cheap Auxiliary Signals
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
How Post-Training Shapes Biological Reasoning Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Towards Reliable VLM Judges: State-Conditional Invariance and Presentation-Aware Diagnostics
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Coarse-to-Refine: Trajectory Self-Refinement in Single Autoregressive Pass for Driving VLA
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
S&P: Towards Scalable and Powerful Graph Learning with Hierarchical Structural Acquisition
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When Depth Lies: Benchmarking Vision-Language Models on Mirror-Induced RGB-D Ambiguity
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MemPoison: Uncovering Persistent Memory Threats and Structural Blind Spots in LLM Agents
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Symplectic Reck: In-Situ Learning of Gaussian Quantum Operations
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Dataset Distillation via Drifting
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Predictive Surprise as Self-Grounding Concept Bottleneck for Interpretable Time Series
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SDFlow: Similarity-Driven Flow Matching for Time Series Generation
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Test-Time Scaling with Diffusion Language Models via Reward-Guided Stitching
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Perturb, Repair, Verify: Self-Play Vision-Language Verifiers for Compositional Understanding
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Where Reusable Computation Becomes Detectable: Solution-Frame Path Triage for Modular-Arithmetic Grokking
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Counterfactual Estimation under Composite Treatments via Progressive Distribution Alignment
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Barycentric Guidance: Turning Foundation Image Editors into Continuous Affective Controllers
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DiPhon: Diffusion on Graphons for Scalable Graph Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EcoGEO: Trajectory-Aware Evidence Ecosystems for Web-Enabled LLM Search Agents
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
NorSA: Accelerating LLM Decoding via Normalized Sparse Activation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
WorldSpeech: A Multilingual Speech Corpus from Around the World
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PaxBench: A Multimodal Sequence Benchmark for Protein Abundance Prediction
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MathCD: A Benchmark Dataset for Cognitive Diagnosis with Semantic Information
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Tropical Boundary Complexity of Deep ReLU Networks
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PISA: Piecewise Sparse Attention Is Wiser for Efficient Diffusion Transformers
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Self-Play and Scale: A Behavior Benchmark for Generalization in Autonomous Driving
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Coupling-Aware Reinforcement Learning for Co-Evolving Graph Games
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Matryoshka Transcoders and Hierarchy Misalignment: When SAE Absorption Protection Does Not Transfer
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Tatemae: Detecting Alignment Faking via Tool Selection in LLMs
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When Sanitization Becomes the Trigger: Defense-Triggered Backdoor Attacks
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PoseBridge: Bridging the Skeletonization Gap for Zero-Shot Skeleton-Based Action Recognition
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Truth as a Compression Artifact in Language Model Training
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rethinking Vector Field Learning for Generative Segmentation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Depth through Recurrence: Towards Ultra-Efficient On-Device ASR
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SemISP: Semantic-Consistent Diffusion for Cross-Camera RAW-to-sRGB Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reversing the Roles of Signal and Noise: Modeling Noise in Astronomical Images without Paired Data
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Prompt-Conditioned Semantic Bottleneck for Cross-Domain Face Attack Detection
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rescaled Asynchronous SGD: Optimal Distributed Optimization under Data and System Heterogeneity
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DASS: A Solver-Agnostic Dynamic Auxiliary Search Strategy for Symbolic Regression
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Social Choice Foundations for Simulation-Augmented Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Graph-Based Stochastic-Power-UCT: Monte-Carlo Graph Search with Power Mean Estimation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Optimal Subgroup Discovery at Every Support Threshold
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Spectral Identifiability for World Models: Polynomial Projectors, Resolvent Stability, and a Krylov Bottleneck
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Heads That Write, Not Just Point: Image Retrieval Heads in Vision-Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Strengthening LLMs for Tabular Prediction with Structural Priors
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Decoupled Complementary Fields on 3D Gaussian Maps for Embodied Navigation and Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Agentic Geometry Problem Solving via Human-like Parallel Bidirectional Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Graph Concept Bottleneck: Decoding Combinatorial Reasoning in GNNs for Interpretability
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Scaling Causal Reasoning with Increasingly Complex Causal Simulators
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SchemaPose: RGB-Based Category-Level Pose Estimation with Parametric Category Schema
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Predicting Quantization Price for Selecting PTQ Configurations Before Deployment
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RIVET: Regex-to-Indexable Keys via Neural Translation for Interactive LIMIT-k Retrieval
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Spectral Rank Calibration for Continual LoRA Merging in Multimodal Large Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Trainable Sparse Attention via Hybrid Top-k+Top-p Masking and Distillation Fine-Tuning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hear, Localize, and Reason: Spatially Aware Scene Understanding for Audio-visual LLMs
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When Policy Entropy Constraint Fails: Preserving Diversity in Flow-based RLHF via Perceptual Entropy
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Support Before Frequency in Discrete Diffusion
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MultiTalk: Scaling Full-Duplex Speech Models to Long, Multi-Party, Bilingual Conversation
[
Slides]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Algorithms for Linear Equations with Min and Max Operators Under (Absolutely) Halting Condition
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Triggering Generalist Reasoning via Predictive Uncertainty for Dual-System VLA
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
NP-LoRA: Null Space Projection for Subject-Style LoRA Fusion
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CORVUS: Context Optimization and Reduction Via Underlying Synchronization for LLM Coding Agents
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Omni-Interactive Universal Embedder
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Decentralized Multi-Goal Multi-Agent Pathfinding with Spatial Prior and Neighbor Intent Prediction
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PixFoundation 2.0: Do Video Multi-Modal LLMs Use Motion in Visual Grounding?
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Tool-IQA: Augmenting Image Quality Assessment with Simple Tools
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Single-Pass Evidence Measurement for Interpretable and Uncertainty-Aware Multimodal Face Anti-Spoofing
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Jacobian Scopes: A Unified Geometric Framework for Token-Level LLM Attributions
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Effectiveness of Curriculum Learning Depends on Reward Sparsity and Competing Optima
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Discrete Langevin-Inspired Posterior Sampling
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Underlying Functional Structure of Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AdaSRU: Adaptive Source-Free Recommendation Unlearning via Gradient-Constrained Optimization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Unveiling Fine-Grained Visual Traces: Evaluating MultiModal Interleaved Reasoning Chains in Multimodal STEM Tasks
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Exploring Lifelong Adaptation: In-Context Reinforcement Learning in Non-Stationary Environments
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SIEVES: Selective Prediction Generalizes through Visual Evidence Scoring
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CUVET: A Partitioning Approach for Continuous Treatment Assignment At Scale
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Module Specialization in Transformer Factual Recall under Correlated Fact Distributions
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RelFlexformer: Efficient Attention Transformers for Integrable Relative Positional Encodings
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Spatially-Grounded Long Video Generation with Self Geometry Forcing
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning to Discriminate Scene Structures Makes Self-Supervised Depth Learning Scalable
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Impossibility of Distribution-Free Predictive Inference for Individual Treatment Effects
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Frequency-Synchronized Boundary Coupling for Training-Free Multi-Prompt Long Video Generation
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SVoT: State-aware Visualization-of-Thought for Spatial Reasoning via Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
How Much Is One Recurrence Worth? Iso-Depth Scaling Laws for Looped Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Kairos: Toward Adaptive and Parameter-Efficient Time Series Foundation Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MapPolicy: Structure-Aware Imitation Learning for Robot Manipulation via Physically Constrained Scene Map
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Feedback World Model Enables Precise Guidance of Diffusion Policy
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Stable Long-Horizon PDE Forecasting via Latent Structured Spectral Propagators
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TED: Text-Axis Evidence Decomposition for Prompted Anomaly Localization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
How Does Pruning Change Decisions in Large Language Models?
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Masked Diffusion Vision-Language Models for Temporal Action Localization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
No Pose, No Problem in 4D: Feed-Forward Dynamic Gaussians from Unposed Multi-View Videos
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HOMIE: Human-object Centric Video Personalization via Multimodal Intelligent Enhancement
[
Slides]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Differentially Private Model Merging
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Prefix Executability: Evaluating Tool-Using Agents Beyond Final Success
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
UniFunc3D: Unified Active Spatial-Temporal Grounding for 3D Affordance Segmentation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GeoMemory: Geometry-Indexed Memory for Long-Horizon Interactive Video Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
What, Where, and Boundary: Hierarchical Cognitive Decomposition for Echocardiography Video Segmentation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Anatomy-aware Spatio-Temporal Modeling for Echocardiography Segmentation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reward Is Not a Universal Interface for Generative Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Newton-PINet: A fast physics-informed neural network with Newton linearization for meta-learning nonlinear PDEs
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RRL-HOI: Reflective Reinforcement Learning for Open-Vocabulary HOI Detection
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HCInfer: An Efficient Inference System via Heterogeneous Error Compensation for Resource-Constrained Devices
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Fully First-Order Algorithms for Online Non-Convex Bilevel Optimization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Select Smarter, Not More? Prompt-Aware Evaluation Scheduling with Submodular Guarantees
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Towards Optimism-Pessimism Trade-off in Model-based Offline-to-Online Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
NormLift: From Lifted Features To Semantic Reliability In 3D Gaussian Splatting
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LittleLearner: Language Models Under Pedagogically-Controlled Knowledge Exposure
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LOFT: Low-Rank Orthogonal Fine-Tuning via Task-Aware Support Selection
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Computational Perspective to Data Ablation Experiments
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Proactive Instance Navigation with Comparative Judgment for Ambiguous User Queries
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LP-RAG: Learning to Retrieve with Link Predictors
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Platonic Representations in the Human Brain: Unsupervised Recovery of Universal Geometry
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Gram-Calibrated Anchoring for Class-Incremental Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SWE-Pro: A Benchmark for Evaluating LLMs on Performance-Oriented Repository-Level Optimization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Solver-as-Teacher: Solver-Guided On-Policy Post-Training Framework for PDE Foundation Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Malicious Node Injection: A Transferable Adversarial Attack on GNN Fairness
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Pareto Stationary Fronts via Single-Pass Backpropagation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
STARE: Surprisal-Guided Token-Level Advantage Reweighting for Policy Entropy Stability
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Matching2Matching: Zero-Shot Light Field Image Denoising with Matching View Construction
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BrainEM: A Large-Scale and Diverse Benchmark for EM Neuron Segmentation in Connectomics
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DataComp-VLM: Improved open datasets for Vision-Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Image2Sim: Scaling Embodied Navigation via Generative Neural Simulator
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
What Do SAE Features Encode? Evidence from Human Neural Activity
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Disentangling Continuous-Time Latent Dynamics: Identifiability of Latent SDEs via Diffusion Shifts
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Who Says What: Symbolic Trimodal Binding Mechanisms in Audio-Visual LLMs
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Verigrad: Verification-Driven Multi-Agent GPU Kernel Generation for High-Order MLIP Derivatives
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
See, Read, Compare: Candidate-Aware Verification for Agent Test-Time Scaling
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SaMA: Morpho Adaptation via Asymmetric Expansion of Kronecker Product
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Diffusion Models without Classifier-free Guidance
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Bayesian Causal Experimental Design for CATE Estimation under Noncompliance
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DriveSpatial: A Benchmark for Spatiotemporal Intelligence in VLMs for Autonomous Driving
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Strategic Evaluation: Incentivizing AI Capability Coverage with Private Benchmarks
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PathNavigate: A Training-Free Pathology Agent with Surprise-Guided Scan and Shared Slide Memory for Whole-Slide VQA
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Outbidding and Outbluffing Elite Humans: Mastering Liar’s Poker via Self-Play and Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Better Source, Better Flow: Learning Condition-Dependent Source Distribution for Flow Matching
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Operads for compositional reasoning in LLMs
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Variance-Adaptive Optimal Algorithm for Reinforcement Learning with MNL Function Approximation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Robustness of Internal Signals for Hallucination Detection in Vision-Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Change-Robust Online Topological Memory for Long-Term Relocalization and Semantic Navigation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EnvTrap: Revealing the Environment-Only Attack Surface in Embodied AI via Consequence-Blind Action Execution
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EvoInspect: A Unified Self-Evolving Multi-Agent Framework for Industrial Hardware Inspection
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Inexact Bregman Sparse Newton Method for Efficient Optimal Transport
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Prysma: Efficient Modality Adaptation for SLO-aware LLM-based Video Question Answering
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VecUQ-OT: Aggregating Uncertainty Measures via Multivariate Ranks
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
COMET: Decoupled Distillation, Routing, and Capacity Control for Task-Agnostic Continual Vision--Language Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Efficient Retrosynthesis Prediction with Integral Flow Matching and Latent Inversion
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AI Models Can Provably Hide Arbitrary Capabilities
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning to Inject: Automated Prompt Injection via Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MainFL: Intertemporal Data Valuation for Robust Auction-based Federated Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Delightful Distributed Policy Gradient
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Resolving AdaBoost Cycling with LLMs: A Computer-Assisted Counterexample
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Residual Paving: Diagnosing the Routing Bottleneck in Selective Refusal Editing
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Intern-Atlas: A Methodological Evolution Graph as Research Infrastructure for AI Scientists
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Consistency-Preserving Concept Erasure via Unsafe–Safe Pairing and Directional Fisher-weighted Adaptation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
INSPO : Unlocking Intrinsic Self-Reflection for LLM Preference Optimization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
NavAble: A Large-Scale Dataset and Synthetic Data Generation Pipeline for Blind Navigation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FedCAG: Federated Causality-Aware Graph Learning for Multi-Cloud Workload Forecasting
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AI Construct Lexis: An Ontology of the Hidden Assumptions in AI Evaluation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sound Verification of Deployed Neural Networks
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RobustStress: Stress-Testing AI-Generated Text Detectors under Gradual Perturbations
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When Copying Is Hard: Copy-Constrained Decoding for Exact Span Reproduction
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CounterFlowNet: From Minimal Changes to Meaningful Counterfactual Explanations
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Tree Rotary Positional Encoding for Extreme Length Extrapolation from Scratch
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Active Flow Expansion for Out-of-Distribution Discovery: from Theory to Molecules
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Cannistraci-Hebb Channel-wise Dynamic Sparse Training of Convolutional Neural Networks with Contextual Modulation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
OntoPlan: An Ontology-Grounded Scene Representation and Agentic Framework for Scalable Robot Task Planning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PISCO: Precise Video Instance Insertion with Sparse Control
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Gaussian Splatting-based Volumetric Video Compression with Sparse 4D Anchors
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CARVE: Counterfactual Video Editing for Auditing and Hardening Video Detectors
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PAVE: Prefill-Conditioned Activation Editing for Hallucination Mitigation in LVLMs
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Uni-Cheb: A Basis-Agnostic Learnable Chebyshev Filter for Multimodal Spectral Modulation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DecompDreamer: A Composition-Aware Curriculum for Structured 3D Asset Generation
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Where Does Warm-Up Come From? Adaptive Scheduling for Norm-Constrained Optimizers
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Geometry-Aware Online Scheduling for LLM Serving: From Theoretical Bound to System Practice
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SierpinskiCam: Camera-Controlled Video Retaking with Sierpinski Triangle Pattern Cues
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HAPACT: A Benchmark For Human-Centric Physical Impact Localization in Movies
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When Integral Meets Decomposition: A Signal-Level Self-Supervised Feature Decompose Paradigm for Multi-Modal Image Fusion
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
KNOT: A Knowledge Entanglement Benchmark for Robust Unlearning Evaluation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
IIDiff: Learning Cross-Domain Frequency Transitions with Diffusion Mixture-of-Experts
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SoDeArena: A Socially-Situated Reasoning Benchmark for Large Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Ferrogen: Generative Pipeline for Guided Search of Novel Ferroelectric Material for Logic and Memory
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Representation Preconditioning for Efficient Diffusion Model Training
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GramStatTexNet: Efficient, Interpretable, and Neuro-Inspired Texture Analysis-by-Synthesis
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ROCKET: Rapid Optimization via Calibration-guided Knapsack-Enhanced Truncation for Efficient Model Compression
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CoLa3D: Composable Latent 3D Decomposition
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Improving Self-Supervised Vision Transformers with Cross Distillation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sketch Then Paint: Hierarchical Reinforcement Learning for Diffusion Multi-Modal Large Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Concise Reasoning Through the Lens of Lagrangian Optimization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EHRNote-ChatQA: A Benchmark for Evidence-Grounded Multi-Turn Clinical Question Answering over Longitudinal Discharge Summaries
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Amortized Guidance for Image Inpainting with Pretrained Diffusion Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Near-Optimal Best-of-Both-Worlds Algorithms for Decoupled Exploration and Exploitation in Multi-armed Bandits
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When Less is More: The LLM Scaling Paradox in Context Compression
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LensDesigner: A Self-Improving Agent for Optical Lens Design
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PhaseLoRA: Control-Regime-Conditioned Low-Rank Adaptation for Continuous-Action Vision-Language-Action Policies
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Flexible Routing via Uncertainty Decomposition
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Teaching Video Generators to Remember: Eliciting Dynamic Memory for Out-of-Sight State Evolution
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Long Video Instructional Editing in the Wild
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
OGPO: Offline Goal-conditioned Policy Optimization for Recoverable Vision-Language-Action Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Same Concept, Different Directions: Cross-Modal Feature Heterogeneity in Sparse Autoencoders
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Looped Diffusion Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Trajectory as the Teacher: Few-Step Discrete Flow Matching via Energy-Navigated Distillation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Semantic-Level Invariant Representation Learning for Cross-Hospital Clinical EEG Modeling
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HELICS: Biobank-scale Conditional Synthetic Genome Generation via Latent Flow Matching
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PanoHK360: A Large-Scale 8K Urban Panoramic Dataset and Benchmark for Depth Estimation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rethinking XAI Evaluation: A Human-Centered Audit of Shapley Benchmarks in High-Stakes Settings
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TALK: One-Shot Batch Design for Protein Variant Effect Prediction
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Efficient Agentic GPU Kernel Optimization with a Compact Domain-Specific Language and Speed-of-Light Guidance
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Geometry-Aware Flow Matching for Sparse-View 3D Gaussian Splatting
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HyperTransport: Amortized Conditioning of T2I Generative Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Do Coding Agents Deceive Us? Detecting and Preventing Cheating via Capped Evaluation with Randomized Tests
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GLARE: Generating Listening Heads with Appropriate REactions
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RSSA: Robust Semantic and Spatial Aligner for Collaborative Perception
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Heavy Hitter Oracle: Enhancing Frequency Estimation in Skewed Data Streams
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Theoretical Analysis of Why Masked Diffusion Models Mitigate the Reversal Curse
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MMGraph-Agent: Agentic Multimodal RAG via Cache-Inspired Multimodal Knowledge HyperGraphs
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sparse Layers are Critical to Scaling Looped Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Allocentric Perceiver: Disentangling Allocentric Reasoning from Egocentric Visual Priors via Frame Instantiation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GRINQH: Graded Input-based Quantization Hierarchy for Efficient LLM Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Lost in Translation, Found in Embeddings: Sign Language Translation and Alignment
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Information Bottleneck-Guided Adaptive Hypergraph Transformer for Brain Disease Diagnosis
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Structure-Guided Masked Autoencoders for Ultra-High Resolution Scientific Image Understanding
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AURA: An Autonomous Retouching Agent with Photographic Visual Thinking
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
KroQuant: Kronecker-Structured Block Transforms for Efficient Post-Training Quantization of Diffusion Transformers
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Decoding the Critique Mechanism in Large Reasoning Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Listwise Policy Optimization: Group-based RLVR as Target-Projection on the LLM Response Simplex
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Evaluating AI-based Scientific Knowledge Synthesis with Epidemiological Systematic Reviews
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LibriBrain100: One Hundred Hours of Broad and Deep MEG Data for Neural Speech Decoding at Scale
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hierarchical World Models with Implicit Dynamics
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Agnostic Language Identification and Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GraphMemRL: Action-Native Reinforcement Learning for Persistent Graph Memory Construction
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Taming Generative Co-Folding Prior for Molecular Docking with Diffusion Bridge
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Reach-Set Geometry for Tighter Probabilistic Neural Network Verification
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EpistasisBench: Revealing Structural Limitations of Zero-Shot Protein Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Training-Free Open World Object Detection
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Efficient and Simple Data Mixing All The Time
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MIRAGE: Mobile Agents with Implicit Reasoning and Generative World Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Unsupervised Domain Adaptation for Semantic Segmentation Based on Instance Spatial Geometry
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TERMINATOR: Learning Optimal Exit Points for Early Stopping in Chain-of-Thought Reasoning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Deep Minds and Shallow Probes
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Surprising Effectiveness of Video Diffusion Models for Hand Motion Reconstruction
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rubato: Signature Attention for Irregular Multivariate Time Series Forecasting
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PhyMo: Learning Physical Dynamics with Accurate and Continuous Motion from Multi-View Videos
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When Do Cosine Prototypes Mislead? A Whitening-Aware Benchmark for Frozen-Feature Image Classification
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
See to Believe: Segmentation by Reasoning with Visual Evidence
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SAX: Advancing Video Diffusion Models for Sequential Action Execution
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TRACE: Data-Free Text Reconstruction Attacks against Approximate Unlearning in LLMs
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Perception, Not Reasoning, Limits Visual Theory of Mind
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Self-Supervised Goal-Reaching Results in Multi-Agent Cooperation and Exploration
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LinearARD: Linear-Memory Attention Distillation for RoPE Restoration
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SpRePE: A Spherical Geometry-Aware Position Embedding scheme for Vision Transformers
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Decomposed Representations Mitigate the Alignment–Specificity Trade-off in Multi-Omics
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From Perception to Punchline: Empowering VLM with the Art of In-the-wild Memes
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Control First, Robustness Next: Decoupled Representation Learning for Visual RL Generalization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Clean Data Can Still Carry Backdoors: Support-Persistent Backdoors for Model Reuse
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PrivacySIM: Evaluating LLM Simulation of User Privacy Behavior
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TIB: Sample-wise Tempered Information Bottleneck for Multimodal Attribution beyond Alignment Assumption
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Scale-Invariant Empirical-Bayes Laplace Approximation for ReLU Networks
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GIVLA: Deep Geometry Internalization for A Lightweight VLA via Geometry Instruction and Gradient-Informed Training
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Diagnosing and Mitigating Modality Interference in Multimodal Large Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From Contexts to Conditionals: Statistical Self-Consistency of Persona Prompting
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CLUE: Closing the Loop on Conflict and Collapse in LLM Unlearning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When Metropolis and Hastings Meet Bradley and Terry: Exact MCMC From Preference Voting
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sparse Repair in Reasoning Traces: A Structural View of Test-Time Inference
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning with Synthetic Data via SGD in High-Dimensional Linear Regression
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Evolutionary System Prompt Learning for Reinforcement Learning in LLMs
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Animation2Code: Evaluating Temporal Visual Reasoning in Video-to-Code Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rethinking Visual Reasoning in Text-to-Image Reward Modeling
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FrameScout: Scouting Query-Relevant Frames for Long Video Understanding
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Dynamics-Aware Sparse Attention for Efficient Autoregressive Video Diffusion
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Reusable Motor Motifs for Continuous Animal Behavior Modeling
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Communication-Efficient LLM Adaptation over Decentralized GPU Meshes
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rare Disease Diagnosis Agent with Decoupled Workflows and Knowledge-Driven Self-Evaluation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Discriminative Score Function: Turning Pretrained Models into Functional Generative Priors
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Toward the Goldilocks Blind Compression of Quantum States
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Raven: High-Recall Sequence Modeling via Sparse Memory Routing
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VETime: Vision Enhanced Zero-Shot Time Series Anomaly Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Echoes of Error: Residual-Directional Local Rollout Consistency for Timeseries Forecasting
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Inner Product Aware Quantization: Provably Fast, Accurate, and Adaptive Algorithms
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Mitigating Memorization Where It Happens
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
OmniDex: Scaling Dexterous Hand Grasping to Diverse Cluttered Scenes
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
On the Limits of Latent Reuse in Diffusion Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AgriManager: A Framework and Benchmark for LLM-RL Generalization in Agricultural Management
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ATLAS: Adaptive Temporal Learning for Single-Cell Multi-Omics Alignment and Dynamics
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HALO: Heterogeneous-Aware LoRA Optimization via Rank Allocation and Client-Aware Projection
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Spectrally Decomposed Equivariant Graph Neural Networks for Interatomic Potentials
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Empirical Bayes Flow Matching for Continuous Cryo-EM Heterogeneity
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SENSE: Semantic Neural Speech Synthesis from Brain Dynamics via Spatial Graph Encoding
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Network of Theseus (Like the ship)
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Going Down Memory Lane: Scaling Tokens for Video Stream Understanding with Dynamic KV-Cache Memory
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Topology-Aware Representation Alignment for Semi-Supervised Vision-Language Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Flexible Flows for Biological Sequence Design
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Information Parity for Code: The Scope of Transfer in Multilingual Code Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Energy Is All We Need: Beyond FLOPs in Model-Heterogeneous Federated Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reason to Play: Behavioral and Brain Alignment Between Frontier LRMs and Human Game Learners
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Uncertainty Quantification for Large Language Diffusion Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Action-On-Item Preference Flow: A Shared Event Schema for Predictive and Generative Personalization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Generalized Priority-Aware Shapley Value
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DIS-Bench: Evaluating LLMs on System Testing via Directed Input Synthesis
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DeformGen: Dynamics-Based Topology Augmentation for Deformable Manipulation Policy Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Neuronal Wiring Rules from Morphological Token Sequences
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Diffusion Meta-Prompting and Steering for Generalizable Foundation Model Adaptation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Decoupling Time and Risk: Risk-Sensitive Reinforcement Learning with General Discounting
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Efficient Pre-Training with Token Superposition
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Options for Compositional Motor Control with Adapter Banks
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RAIL: Rethinking Auditory Intelligence in Large Audio-Language Models with a CHC-Grounded Benchmark
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hessian-Dependent Sample Complexity in Zeroth-Order Stochastic Optimization: Suboptimality of Convex-Support Sampling and Optimal Sample Complexity
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Motion Forcing: Decoupling Ego and Object Motion via Sparse Inputs for Structured Video Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Benchmarking Membership Privacy Risks in Preference-Based LLM Post-Training
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Context Value Informed In-Context Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Understanding Generalization Requires Universal Induction
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
InSpect: A Curated Natural History Collection Dataset for Insect Specimen Understanding
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Certification-Enhanced Generalization Bounds
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GWScore: A structural diversity metric for consistent text-to-image generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When Debate Helps: Proposal Supply and Verification-Aware Readout in Multi-Agent Reasoning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Measure-to-measure Regression with Transformers
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Risk-Sensitive Deep Optimal Stopping
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Data-Efficient Learning for Constraint Satisfaction Problems via Relational Biases and Hard Axiom Clamping
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RobustGenBench: A Benchmark for Robust Generalization to Adversarial and Common Perturbations, with Applications to Vision and Vision-Enabled Large Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hierarchical Variational Policies for Reward-Guided Diffusion
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Cool Graphs: Active Property Search Towards Quantum Nano-Refrigerators
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DUST: Directional Uncertainty-aware and Scale-invariant Transfer Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Fast and Stable Gradient Approximation for Bilinear Forms of Hermitian Matrix Functions
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Token-Conditional Expert Dropout: Implicit Regularization for Stable MoE Pretraining
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Towards Precise Knowledge Distillation for Large Language Models via Knowledge Probing
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Stroke-Audited Quadratic Bezier Splatting with Structural Initialization for Efficient Painting Rendering
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From Failure Taxonomy to Intervention: A Diagnostic Methodology for Industry-Scale AVLM in Video and Live-Streaming Platform Moderation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Take It or Leave It: Intent-Controlled Partial Optimal Transport
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LoRAtorio: An intrinsic approach to LoRA Skill Composition
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LEAP: Library-driven Evolutionary Abstraction Paradigm for Large Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AMUSE: Anytime Muon with Stable Gradient Evaluation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Uniform Spectral Growth under Factor-wise Muon Orthogonalization in Matrix Factorization and LoRA
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PRISM: Programming Interactive Scenes from Monocular Images for Embodied Simulation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Decoupling Conversational Dynamics in Full-Duplex Spoken Models through Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Subspace-Guided Continual Learning: Hessian Based Stable–Plastic Decomposition for Exemplar-Free Class-Incremental Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AtlasULP: Domain-aware Universal Link Prediction via Relation Atlas
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Inference-Time Self-Aligned Drifting for Few-Step Flow Matching
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Stable Resolution-Invariant Emulation in Entropically Controlled Kinetic Methods
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BSO: Safety Alignment Is Density Ratio Matching
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PreFT: Prefill-only finetuning for inference efficiency
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Visual Enhanced Depth Scaling for Multimodal Latent Reasoning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CasePlay: Self-Play Reinforcement Learning from Case Reports for Medical Reasoning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HypMoE-ReID: Hyperspherical Mixture-of-Experts for Large Scale Person Re-Identification
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CIPHERGRID Benchmark: From Multimodal Rule Inference to Sequential Action
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TraceTriage: A Benchmark for Cost-Aware Stop-or-Continue Decisions in Delayed-Outcome Workflows
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RescueBench: Can Embodied Agents Save Lives in the Wild?
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Why Geometric Continuity Emerges in Deep Neural Networks: Residual Connections and Rotational Symmetry Breaking
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
NeuroMem: A Neuroplastic Memory Framework for Lifelong Agents through Delayed Consolidation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
OpticalRAG: Pixel-Space Compression for Token-Efficient Retrieval-Augmented Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Continuously Evolving Spatio-Temporal Explanations for Traffic Flow Forecasting
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Graph Foundation Model for Unified Clustering
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GeoPMR: Preserving Relational and Hierarchical Geometry in Multimodal Molecular Representation Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ContinuLoc: Continuous Pose Inference over Neural Fields for UAV Geo-Localization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RelaVPR: Relation-Based Knowledge Distillation for Efficient Visual Place Recognition
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
How Does Personalized Memory Shape LLM Behavior? Benchmarking Rational Preference Utilization in Personalized Assistants
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MatCurvs: Article Real-Coordinate Curve Extraction for Agent-Ready Materials Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Not All Instances Should Contribute Equally: Sparse Support Grounding via Unbalanced Transport for Heterogeneous MIL
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AmbiguousWorld: Benchmarking and Resolving Ambiguous Instructions in Video World Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TransitLM: A Large-Scale Dataset and Benchmark for Map-Free Transit Route Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Remember with Confidence: Uncertainty Quantification for Spatio-temporal Memory with Probabilistic Guarantees
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Goal-Conditioned Supervised Learning for Multi-Objective Recommendation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Group Distributionally Robust Optimization with Flexible Sample Queries
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MOSAIC-Bench: Measuring Compositional Vulnerability Induction in Coding Agents
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Pref-DetectGPT: Unveiling Machine-Generated Text via Preference-Aware Curvature Measurement
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
InterLV-Search: Benchmarking Interleaved Multimodal Agentic Search
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Attack Selection In Agentic AI Control Evaluations Meaningfully Decreases Safety
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PitchBench: Measuring Pitch Hearing in Audio-Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
OgBench: A Framework for Evaluating Graph Neural Networks on Omics Data
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Parallel-in-Time Variational Inference for Latent Stochastic Differential Equations
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rank-Aware Differentially Private Release of Listwise Preferences for LLM Alignment
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Missing Corpus: Infinite Ground Truth for File-Grounded LLM Evaluation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CURE: Counterfactual Unsafe-token Re-masking for Diffusion Large Language Model Test-time Alignment
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Emergence of a Shared Canonical Object Frame from In-the-Wild Videos
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Symmetry-Guaranteed Prediction of High-Order Tensor Properties for Crystalline Materials via Irreducible Decomposition
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Improving the Optimization Landscape of Matrix Completion with $\epsilon$-close Surrogates
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DDMS: Discriminative Distillation of Multi-view Foundational Features into Single-view Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
COCOTree: A Dataset and Benchmark for Open Tree-Structured Visual Decomposition
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AnyEdit: A Unified Framework for Speech and Singing Voice Editing with Real-World Environmental Consistency
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Z-Cache: Accelerating Diffusion Transformers via Self-Reflection
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HyperGen: Learning Structure-Aware Spectral Flows for Hypergraph Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BeamWitness: Rooted Subgraph Beam Search for Selective Graph Representation Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reinforcement Learning for View-Adaptive Distillation in 3D Gaussian Compression
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RISE: Red-teaming via Iterative Strategy Evolution for Modern Text-to-Image Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Stochastic Optimization with Random Search
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SurGe: Improved Surface Geometry in Point Maps
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
State Evolution Awareness for Category-agnostic 3D Point Cloud Tracking
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TSB-SEG: A Systematic Time-Series Segmentation Benchmark
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Differentiable Retrieval-Augmented Generation for Predicting Cellular Responses to Gene Perturbation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SurvivalPFN: Amortizing Survival Prediction via In-Context Bayesian Inference
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Expected Harm: Rethinking Safety Evaluation of (Mis)Aligned LLMs
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SMMBench: A Benchmark for Source-Distributed Multimodal Agent Memory
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
vExpert: Virtualizing Expert Storage for Adaptive Load Balancing in Distributed MoE Inference
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CogArena: Benchmarking Multimodal Agents on Interactive Behavioral Experiments
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DiagnosticIQ: A Benchmark for LLM-Based Industrial Maintenance Action Recommendation from Symbolic Rules
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When Guessing is Rewarded: Rethinking Language Model Evaluation with Distributional Uncertainty Scoring
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Personalized LLM Alignment Should Be Counterfactually Verifiable
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Risks Create a Jagged Frontier of LLM Productivity Gains Across Computer Occupations
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Embracing Evolution: A Call for Body-Control Co-Design in Embodied Humanoid Robot
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Not Only Where, But When: Temporal Scheduling for RLVR
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rethinking the State Update Gate for Long-Sequence Recurrent 3D Reconstruction
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sport Is The Next Grand Challenge For Artificial Intelligence: Toward A Science Of Human Physical Skill
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EvoGround: Self-Evolving Video Agents for Video Temporal Grounding
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Screening Lipid Nanoparticles through Structure-Ratio Alignment
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Safe Linear Bandits with Unknown Safety Gaps
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Periodic Complex Stochastic Processes for Retrieving Atomic Structures of Unknown Matters
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Radial-Angular Geometry for Reliable Update Diagnosis in Noisy-Label Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Shift-Aware Identity-Guided Latent Refinement for Referring Audio–Visual Segmentation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SOLAR: AI-Powered Speed-of-Light Performance Analysis
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Native Audio-Visual Alignment for Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Next-Latent Prediction Transformers Learn Compact World Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
More Than Meets the Eye? Uncovering the Reasoning-Planning Disconnect in Training Vision-Language Driving Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Chatter Attack: Resource Consumption Attack for Large Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
STAR-Math: Multi-Agent Mathematical Reasoning under Persistent Meta-Strategic Supervision
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TTB: Test-time MLP Baking for Efficient Rendering of Decoder-only View Synthesis Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Token Filtering: Online Attention Pruning via KV Similarity for Efficient LLM Inference
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Q-ARVD: Quantizing Autoregressive Video Diffusion Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Frequency-Structured Hamiltonian Neural Network for Multi-Timescale Dynamics
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Choosing Before Acting: Comparative Value Estimation for Long-Horizon Tool-Use Agents
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Aligning LLMs with Biomedical Knowledge using Balanced Fine-Tuning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Emergent Biological Capabilities in a Foundation Model for Molecular Interactions
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CyCLeGen: Cycle-Consistent Layout Prediction and Image Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SLDR: Defending Against Malicious Fine-tuning via Selective Layers Recovery and Dynamic Routing
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
B[FM]$^2$: Brain Foundation Model via Flow Matching with SplitUNet
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SetCon: Towards Open-Ended Referring Segmentation via Set-Level Concept Prediction
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Revisiting On-policy Adversarial Black-Box Distillation: Calibrating Groupwise Reward Geometry for Effective Advantage Construction
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Online Learning via Learned Latent Bayesian Tracking
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
COLLAR: Cascaded Object-Level Latent Refinement for High-Fidelity Conditional Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DeFlow: Decoupling Behavior-Prior Modeling and Value Maximization for Offline Policy Extraction
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Value-Rectified Distillation for Flow-based Offline Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Forgetting is Not Always Bad: A Neuro-Inspired Memory Repair Mechanism for Poisoned LLM Agents
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Deep Generative Models for Phylogenetic Inference with Complex Evolutionary Processes
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Less Supervision, Better Generalization: Weakly Supervised Fake Region Localization in Diffusion-Edited Images
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Temporal Selective Exploration for Reinforcement Learning-Guided Continuous-Discrete Flow Matching in 3D Molecular Design
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Generalization Bounds for Neural Networks with Sparse Connectivity
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Tensorion: A Tensor-Aware Generalization of the Muon Optimizer
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Bits Beat Tokens: A Regret Rate Distortion Theory for Large Language Model Agents
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Imagine3D-LLM: Teaching MLLMs to Imagine 3D Scenes Before Answering
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LLM Active Alignment: A Nash Equilibrium Perspective
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PACE: Progress Actively-internalized Conditioning Execution for Long-horizon Manipulation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Training-Induced Escape from Token Clustering in a Mean-Field Formulation of Transformers
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Can In-Context Learning Support Intrinsic Curiosity?
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CTM-AI: A Blueprint for General AI Inspired by a Model of Consciousness
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
OT-Robust3DVLA: A Wasserstein Barycenter is the Right Inductive Bias for Robust Multi-View 3D Vision-Language-Action Policies
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
StitchEdit: Stitching Depth Priors into Image Editors via Per-Layer Gradient Probing
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Quantum Best Arm Identification with Limited Round of Adaptivity: Lower Bounds and Algorithms
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
On Fitting Flow Models with Large Sinkhorn Couplings
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Déjà View: Looping Transformers for Multi-View 3D Reconstruction
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
NeuroHorizon: Long-Horizon Forward Prediction of Neural Population Activity via Autoregressive Decoding with Hierarchical Memory
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MASTA: A Feedback-Scheduled Multi-Agent System for End-to-End Tamarin Protocol Modeling and Analysis
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Convergence Analysis of Newton's Method for Neural Networks in the Overparameterized Limit
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
StatLUT: Statistical Feature-Driven Multimodal 3D LUT Generation for Photorealistic Style Transfer
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Test-Time Prompt-Agnostic Decomposition
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PAI-Actor: Cinematic Multi-Actor Character Replacement in Dynamic Scenes
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Order Matters: Competition-Guided Query Ordering for RNN-Based Object Detection
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Fine-Tuning Language Models to Know What They Know
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Less Language, More Latents: Annotation-Efficient VLAs for Driving
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Transductive Generalization for GNNs via Optimal Transport
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hypergraph Representation Learning with Hyperlink Random Effects
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond FLOPs: Train-Full, Deploy-Partial Multi-Exit Inference via Selective Lightweight IC Ensemble
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Preserving DEG Rankings for Gene Discovery in Histology-Based Spatial Gene Expression Prediction
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Diagonalizing the Softmax: Hadamard Initialization for Tractable Cross-Entropy Dynamics
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Pseudo-Riemannian Manifolds for Heterophilic Graphs via Graph Signature
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ColorConceptBench: A Benchmark for Probabilistic Color-Concept Understanding in Text-to-Image Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DiagEval: Trajectory-Conditioned Diagnosis for Reliable Software Evaluation with GUI Agents
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Alignment Dynamics in LLM Fine-Tuning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Achieving Directional-Stationarity from a Single Random Direction Step
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From Cursed to Competitive: Closing the ZO–FO Gap via Input-to-State Stability
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Contextual Flow Matching for High-quality Visual Content Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Text-Based AI Tools for Research Integrity Must Be Audited on Linguistic Fairness Before Deployment
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Steering Away from Memorization: Reachability-Constrained Reinforcement Learning for Text-to-Image Diffusion
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Diversity Combining for Multi-Path LLM Reasoning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ODDR: One-Step Deshadow Diffusion via Reward Guidance
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Revisiting Subgradient Dominance in Robust MDPs: Counterexamples, Hardness, and Sufficient Conditions
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MCPHallu: Benchmarking Reasoning, Execution, and Memory Hallucinations in MCP Agents
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Efficient Brain-to-Speech Decoding with Fixed-Delay Spiking Neural Networks
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PARE: Pruning and Adaptive Routing for Efficient Video Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Process-Aware LNS for Large-Scale MILP via Context-Enhanced Fine-Tuned LLM-driven Selector
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BASTION: Budget-Aware Speculative Decoding with Tree-structured Block Diffusion Drafting
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CondenseVLA: Learnable History Condensation for Efficient Multi-Frame VLA
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Evo-Depth: A Lightweight Depth-Enhanced Vision-Language-Action Model
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RepoScope: Bridging Physical Structure and Logical Flow for Intent-Driven Repository Documentation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Anytime-Valid PAC-Bayes Certificates for Adaptive Test-Time Scaling
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Neural Reconstruction of LiDAR Point Clouds under Jamming Attacks via Full-Waveform Representation and Simultaneous Laser Sensing
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sample Transform Cost-Based Training-Free Hallucination Detector for Large Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Bridging Graph Worlds: Neural Approximation of Gromov-Wasserstein Distances
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TreePII: Efficient Computation of Higher-Order Probabilistic Interaction Indices in Tree Ensembles
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SimCT: Recovering Lost Supervision for Cross-Tokenizer On-Policy Distillation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EventLens: Event-Structure Reinforcement Learning for Video Understanding
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Accelerating Video Inverse Problem Solvers with Autoregressive Diffusion Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Mask Is Not the Object: Volumetric Supervision for 3D Gaussian Segmentation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Contractive Restoring Flows: Robust Reasoning Distillation via Orbital Stability
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TeMPO: Frame-Causal Token Compression for Efficient Video Large Language Model
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reusable Conditional Resampling via Flow Matching for Constraint-Based Causal Discovery
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Favorable Regime Between ODE and SDE for Few-Step Diffusion Sampling
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
One-Shot Federated Graph Learning via High-Fidelity Proxies and Transferability-Guided Collaboration
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GAPS: Gradient-Aware Adaptation-Gap Scoring for Time-Series Anomaly Detection with Foundation Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reinforcement Learning with Multi-Step Lookahead Information Via Adaptive Batching
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TreemapMix: Dirichlet-Controlled Multi-Image Augmentation for Probability and Ordinal Supervision
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FloatDoor: Platform triggered Backdoors in LLMs
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SBNO : Schrödinger Bridge Neural Operator for the Forward and Inverse Problems under Missing Information
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Latent-space Attacks for Refusal Evasion in Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Blind-Window Forecasting: Real-Time Benchmarking and Multimodal Reconstruction for Tropical Cyclones
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
QEC Model Zoo: Democratizing AI-enhanced Quantum Error Correction
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LangMap: A Human-Verified Benchmark for Hierarchical Open-Vocabulary Goal Navigation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PerQ: Inverse Generative Modeling for Neural Image Compression via Quantization Error Compensation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Interleaved Head Attention
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Discovering dynamical parameters of synthetic multicellular systems from image sequences
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Phase-DGS: Phase-Guided Dynamic Gaussian Splatting from Unsynchronized Multi-view Video
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
METIS: Multi-Source Egocentric Training for Integrated Dexterous Vision-Language-Action Model
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CompactSplat: Spatially Adaptive Gaussian Distribution for Feedforward Scene Reconstruction
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Traversal-Invariant Positional Encoding for Serialized Graphs
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Inadvertent Context Leakage in Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Nearly Optimal Bounds for Orthogonal Trace-Sum Maximization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Representation Rigidity in Face Embeddings: Orthogonal Identifiability and Backfill-Free Compatibility
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PMO-Dock: Benchmarking Docking, Specificity, and Generalization in Molecular Optimization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LAION-BVD: A 10-Million-Hour Open Video Dataset for Multimodal Pre-training
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BayesAT: Bayes-Guided Progressive Distillation for Semi-Supervised Adversarial Training
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Listening to the Wise Few: Query–Key Alignment Unlocks Latent Correct Answers in Large Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Nemotron-Cascade: Scaling Cascaded Reinforcement Learning for General-Purpose Reasoning Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MFlowAudio: Efficient Text-to-Audio Synthesis via Mamba-based Stateful Flow Matching
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Verifier-Backed Hard Problem Generation for Mathematical Reasoning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Federated Graph Learning with Local Message Compensation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Gaussian Density Splatting Network
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LiFT: Likelihood-Free Tree-Structured Policy Optimization for Flow-Based VLAs
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CREF: Forecasting Benchmarks for the Age of Agents
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sequential Behavioral Watermarking for LLM Agents
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
XL-SafetyBench: A Country-Grounded Cross-Cultural Benchmark for LLM Safety and Cultural Sensitivity
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TaskGround: Structured Executable Task Inference for Full-Scene Household Reasoning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Overcoming State Inertia in Full-Duplex Spoken Language Models via Activation Steering
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Free Decompression with Algebraic Spectral Curves
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MGMem: An Efficient, Deterministic, and Provenance-Preserving Framework for Long-Horizon Agent Memory
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Closer Look at Dynamic Scene Graph Generation in the Era of Multimodal Large Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hindsight Relabeling is All You Need for Reach-Avoid Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Curriculum Learning for Safety Alignment
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Unified Theoretical Framework for Task Recognition and Task Learning in In-Context Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Skill-Level Effects in Behavioral Cloning: When Low-Skill Data Improves Performance
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Croissant Baker: Metadata Generation for Discoverable, Governable, and Reusable ML Datasets
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EA-WM: Event-Aware Generative World Model with Structured Kinematic-to-Visual Action Fields
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MESS: Multi-Exposure Sequence Synthesis for Generalizable Image Enhancement
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Improving Consistency in Retrieval Augmented Systems With Group Similarity Rewards
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Mobility Helps Learning: Unsupervised Model Adaptation for Object Recognition via Movement
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Long-Term Composition of Human-Object Interactions
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Trajectory Forcing: Exploiting Diffusion Trajectories for Autoregressive Long Video Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MeshFIM: Local Low-Poly Mesh Editing via Fill-in-the-Middle Autoregressive Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
dStructAD: Domain-Level Structured Normality Representation with Variation Calibration for Time Series Anomaly Detection
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Neural Causal Models under Markov Equivalence
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SAVE: Sparsity-Aware Influence Estimation for Vocabulary-Expanded LLMs
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Agentic-imodels: Evolving agentic interpretability tools via autoresearch
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Drift-React: One-step Generation of Reaction Pathways via SE(3) Drifting Fields
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Step-dLLM: Adaptive Step-aware Sparse Attention for Efficient Diffusion LLM Inference
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MCSplat: Multi-View Photometric and Geometric Consistent Feed-Forward Gaussian Splatting for Driving Scenes
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BA-T: An Iterative Transformer for Two-View Bundle Adjustment
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PanoWorld: Towards Spatial Supersensing in 360◦ Panorama World
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AgentVista: Evaluating Multimodal Agent in Ultra-Challenging Realistic Visual Scenarios
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Towards On-Policy Data Evolution for Visual-Native Multimodal Deep Search Agents
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Query Lower Bounds for Approximating the Top Eigenvector of Asymmetric Matrices
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Modelling Opinion Dynamics at Scale with Deep MARL
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Inferring learning rules in deep neural network architectures from animal learning data
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EVA-0: Test-Time Model Evolution with Only Two Forward Passes per Sample
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Breaking the $\sqrt{d}$ Communication Barrier in Federated Sampling with Adaptive Hamiltonian Monte Carlo
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Post-ADC Inference: Valid Inference After Active Data Collection
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Causal Discovery over Clusters of Variables in Non-Markovian Systems
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PCEval: A Benchmark for Evaluating Physical Computing Capabilities of Large Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Seg3DParts: Segmentation-Grounded Controllable Part-Level 3D Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Extending Myerson's Optimal Auctions to Correlated Bidders via Neural Network Interpolation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PCDFusion: Proposal-Context-Detail Bayesian Rendering for Infrared-Visible Image Fusion
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MindAlign: Bridging EEG, Vision, and Language for Zero-Shot Visual Decoding
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Diffusion Thinking for Fast Long-Form Spatial Reasoning in Vision--Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Grounding Agent Reasoning with Structured Process Supervision for Multi-turn Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Comparing Linear Regions in ReLU-Type Networks: Theory and Monte Carlo Methods
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SMoA: Spectrum Modulation Adapter for Parameter-Efficient Fine-Tuning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AnyMo: Scaling Any-Modality Conditional Motion Generation with Masked Modeling
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Open-Vocabulary 3D Part Segmentation with Semantic Propagation Hawkes Process
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Test-Time Graph Recalibration: Enhancing Robust Zero-Shot Inference for Graph Foundation Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Who Called? V33DA: A Physically Verified Multimodal Benchmark for Vocal Attribution in Zebra Finch Groups
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From Denoising to Refining: A Corrective Framework for Vision-Language Diffusion Model
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Diff3R: Feed-forward 3D Gaussian Splatting with Uncertainty Aware Differentiable Optimization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reliable Clustering and Quantization via Distortion-Constrained Optimal Transport
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DRILL: Training World Models to Improve Policies, Not Predict Pixels
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TRIAD: Benchmarking Omni-Modal Ambiguity in Multimodal Large Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Topic-Aware Contextual Cascading Bandits
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Agent2World: Learning to Generate Symbolic World Models via Adaptive Multi-Agent Feedback
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Good Token Hunting: A Hitchhiker's Guide to Token Selection for Visual Geometry Transformers
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HiLoc: A Hierarchical Representation Method for Spatial Localization in Multimodal Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Geometry-Calibrated Conformal Abstention for Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VEHBench: A Stage-Local Diagnostic Benchmark for LLM-Assisted Vibration Energy Harvester Design
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Tethered Predictive-Inertial Proposals with Objective Verification for Diffusion-Prior Inverse Problems
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ControlFlow3D: Distilling Multi-View Knowledge into Latent Flow Matching for Point Cloud Upsampling
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sample-Grained Approximate Unlearning with Provable Per-Sample Bounds
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
View-Spectral Reconciliation Learning for Text-based Multispectral Aerial–Ground Person Re-Identification
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CoT-Guard: Small Models for Strong Monitoring
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Synsema: Syntax-Guided Learning of Semantically Valid Programs
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Temporal Pair Consistency for Flow Matching
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Gaussian Conditional Distributions using Neural Ratio Estimation is Hard
[
OpenReview]
Session
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sydney Poster Session 5
Remarks
Thu Dec 10 11:00 AM -- 11:30 AM (AEDT) @ Hall C3 None
Welcome Remarks
Reception
Thu Dec 10 11:30 AM -- 12:30 PM (AEDT) @ Hall C2 None
Welcome Reception
Break
Thu Dec 10 12:00 PM -- 02:00 PM (AEDT) None
Retail Lunch
Award
Thu Dec 10 01:30 PM -- 02:00 PM (AEDT) @ TikTok Entertainment Center None
Sejnowski - Hinton Award
Sydney Invited Talk
Thu Dec 10 02:00 PM -- 03:00 PM (AEDT) @ TikTok Entertainment Center None
The Future of AI Evaluation
Break
Thu Dec 10 03:00 PM -- 03:30 PM (AEDT) None
Coffee
Session
Thu Dec 10 03:30 PM -- 04:30 PM (AEDT) None
Sydney Oral Session 3F
Session
Thu Dec 10 03:30 PM -- 04:30 PM (AEDT) None
Sydney Oral Session 3A
Session
Thu Dec 10 03:30 PM -- 04:30 PM (AEDT) None
Sydney Oral Session 3B
Session
Thu Dec 10 03:30 PM -- 04:30 PM (AEDT) None
Sydney Oral Session 3C
Session
Thu Dec 10 03:30 PM -- 04:30 PM (AEDT) None
Sydney Oral Session 3D
Session
Thu Dec 10 03:30 PM -- 04:30 PM (AEDT) None
Sydney Oral Session 3E
Break
Thu Dec 10 05:00 PM -- 06:00 PM (AEDT) None
Coffee & Snacks
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning CLI Agents with Structured Action Credit under Selective Observation
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PlasticMem: Adding Temporal Reasoning to Diffusions for Consistent Long Video Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MorphGen: Controllable Cell-Image Generation with Biological Representation Alignment
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Prompting Diffusion Models for Zero-Shot Instance Segmentation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
In-Expectation Convergence of Stochastic Gradient Methods under Heavy-Tailed Noise
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Pygmalion Effect in Vision: Image-to-Clay Translation for Reflective Geometry Reconstruction
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Hide to See: Reasoning-prefix Masking for Visual-anchored Thinking in VLM Distillation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LITHE: Lattice-Indexed Twin Hadamard Encoding for Diffusion Personalization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Time-Sensitive Anytime-Valid Testing
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When Does Non-Uniform Replay Matter in Reinforcement Learning?
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Sparse Captions: Aligning Slide-Level Text and Patch-Level Vision in Pathology
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
METAFORGET: Audit-Driven Update-Policy Learning for Reliable Language Model Unlearning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
B-XAIC Dataset: Benchmarking Explainable AI for Graph Neural Networks Using Chemical Data
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PACE: Partial-state Amortized Constraint Editing for Neural Combinatorial Optimization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Resolvent Ellipsoid for Minty Set Inclusions
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
StateTree: Enhancing Long-term Dialogue Reasoning via Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Efficient evaluation and error pattern discovery for blackbox AI systems
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Augmented Equivariant Mesh Networks for Anatomical Segmentation
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Looped Transformers with Layer Normalization Provably Learn the Power Method
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Understanding Sample Efficiency in Predictive Coding
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AlignDrive: Aligned Lateral-Longitudinal Planning for End-to-End Autonomous Driving
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Releasing Anchors from Cross-View Correspondence: Probabilistic Multi-View Anchor Graph Clustering
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
dRAE: Representation Autoencoder with Hyper-Spherical Codes
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Advancing Narrative Long Video Generation via Training-Free Identity-Aware Memory
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Survival Transformers for Longitudinal Data Analysis: Application to Atrial Fibrillation Risk from ECG
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Prefix-Tuning for Arbitrary Output Sequences on Pretrained Transformers
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CURE: Coupled User-Grouped Reinforcement Learning for Cross-Domain Recommendation with Non-Overlapping Users
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Path Dependence under Adaptive AI Delegation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Your Language Model is Its Own Critic: Reinforcement Learning with Value Estimation from Actor’s Internal States
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ReasoningShield: Safety Moderation over Reasoning Traces of Large Reasoning Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Visual Reinforcement Fine-Tuning via Bootstrapped Medical Reasoning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Gradient-Mine Units: Scorched-Earth Strategy for Model Protection against Unauthorized Fine-Tuning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Expert-guided Bayesian optimization for sustainable protein formulation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Steer2Edit: From Activation Steering to Component-Level Editing
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SVG-3D: Mining Decision Boundaries with Generative Splatting Priors for Zero-Shot 3D Classification
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SteadyThought: Mitigating LLM Under-Thinking via Thought-Level Preference Optimization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Debiasing Random Oblique Projections for Subsampled OLS and Fast CUR in High Dimensions
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Parallel Computation Algorithms and Convergence Guarantees for Mean-Field Langevin Dynamics
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Continual Learning in Modern Hopfield Networks with an Application to Diffusion Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Regret-Optimal Wasserstein-Robust Regression
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Don't Waste Population: Post-Anneal Refinement for Combinatorial Optimization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DC-ViT: Modulating Spatial and Channel Interactions for Multi-Channel Images
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Does Your Neural Network Extrapolate? Feature Engineering as Identifiability Bias for OOD Generalization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Attention Sinks as Spectral Spikes: A Mechanism Analysis of Gated Attention
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Behavioral Foundation Models for Quality Diversity
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SpecBlock: Block-Iterative Speculative Decoding with Dynamic Tree Drafting
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ECG-Reasoning-Benchmark: A Benchmark for Evaluating Clinical Reasoning Capabilities in ECG Interpretation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
On the Instability and Stabilization of Blockwise Muon
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Contrastive Identification and Generation in the Limit
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mixture-of-Top-$k$ Attention: Efficient Attention as Scalable Fast Weights
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Logit-Gap Steering: A Forward-Pass Diagnostic for Alignment Robustness
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Natural Synthesis: Outperforming Reactive Synthesis Tools with Large Reasoning Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning to Align Generative Appearance Priors for Fine-grained Image Retrieval
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Efficient Fine-Tuning for Structured Sparsity Under Group Repartitioning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MHWA: Multi-timescale Hierarchical World-Action Model
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MemCoRe: Recovering Evidence from Progressively Compressed Factual Knowledge for Agent Memory
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Refactoring Code Through Library Design
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BucpTSF: Breaking the Uniform Computation Paradigm in Time-Series Forecasting
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Multi-bit LLM Watermarking with Certified Semantic Distortion
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Generalization Without Compression Penalty: A Stability Analysis of Error Feedback
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Winfree Oscillatory Neural Network
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EviSAM3: Evidence-Driven SAM3 for Referring Remote Sensing Image Segmentation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Adam under Generalized Smoothness with Second-Moment-Type Stochastic Gradients
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AlphaPROBE: Alpha Mining via principled retriveval and on-graph biased evolution
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Distance-Dependent Connectivity Shapes Continual Learning by Synaptic-Resource-Delimited Separation of Neural Dynamics
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Compute Allocation Under Model-Provider Competition
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Long-Horizon Q-Learning: Accurate Value Learning via n-Step Inequalities
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Guided Data Generation for Understanding Model Behavior
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GIST: Gauge-Invariant Spectral Transformers for Scalable Graph Neural Operators
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Fast and Accurate Probing of In-Training LLMs' Downstream Performances
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GlyphAnchor: Enhancing Visual Text Rendering via Position-Anchored Glyph Priors
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Agnostic Online Learning with Reliable Abstention
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OmniSimulator: Aligning Small Language Models for Authentic Heterogeneous Behavior Modeling
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DressWild: Feed-Forward Pose-Agnostic Garment Sewing Pattern Generation from In-the-Wild Images
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ExpLang: Improved Exploration and Exploitation in LLM Reasoning with On-Policy Thinking Language Selection
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When Trackers Fail: VLM-Guided Verification and Recovery for Robust Video Object Segmentation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Cortically-Resolved Recurrent Architecture for fMRI
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SIGA: Scientific Simulation Coding Agent Adapter- A Geophysics Case Study
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Symmetry Guarantees Statistic Recovery in Variational Inference
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Neural Optimal Transport in Hilbert Spaces
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
UniVLR: Unifying Text and Vision in Visual Latent Reasoning for Multimodal LLMs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Every Bit, Everywhere, All At Once: A Binomial Multibit LLM Watermark
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Structural Entropy Optimized Communication for Multi-Agent Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PaperLens: How Predictable Is Paper Acceptance?
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EmbodiedObject: All-in-One Object Understanding with SLAT
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Pretraining Curricula Enable Selective Fine-tuning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RipplePLM: Structural and Property Decoupling for Protein Mutation Effect Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DiffCool: Label-Free Synthesis of Chip-Tailored Heat Sinks via Thermal-Aware Diffusion
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SkillMaster: Toward Autonomous Skill Mastery in LLM Agents
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Random Matrix Theory of Early-Stopped Gradient Flow: A Transient BBP Scenario
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Prototype-Aligned Multi-View Graph Learning for EHR Prediction
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DialectLLM: A Dialect-Aware Dialog[ue] Generation Framework Beyond Standard American English
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Source-Causal Control of Historical Context in Longitudinal Radiology Report Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
How Useful Is Cross-Domain Generalization for Training LLM Monitors?
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Efficient Streaming Audio-Visual Target Speaker Extraction for Real-World Acoustic Scenes
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Navigating by Old Maps: The Pitfalls of Static Mechanistic Localization in LLM Post-Training
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CodeMimicry: Exploiting Safety Generalization Lag in Large Language Models via Structured Code Completion
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reward Hacking in Rubric-Based Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BFS-PO: Best-First Search for Large Reasoning Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Coupled Guidance for Flow Matching
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Bilinear Matching Bandits
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ResKV: Residual-based Channel-wise Unstructured Pruning for KV Cache Compression
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Steering Vector: Flow-based Activation Steering for Inference-Time Intervention
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Online Fair Division Meets Reordering Buffers
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TrAction: Action Recognition with Sparse Trajectories
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GeneZip: Region-Aware Compression for Long Context DNA Modeling
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Two Drifts, One Principle: Conflict-Aware Spectral Consolidation for Multimodal Continual Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BenchRep-T: A Systematic Evaluation of T-Cell Repertoire-Based Disease Diagnostics
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CLEAR: Complementary Tripartite Play with Bayesian Calibration for Semi-Supervised Edge Classification
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Fast-dLLM++: Fr\'{e}chet Profile Decoding for Faster Diffusion LLM Inference
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Seeing Through the Chain: Understanding and Mitigating Hallucinations in Multimodal Large Reasoning Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DySurface: Consistent 4D Surface Reconstruction via Bridging Explicit Gaussians and Implicit Functions
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PRISM:Disentangling Preference Distributions for Generative Ranking
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Matched-Control Tests of Partition-Source Claims in One Routed Distillation Family
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Shifting the Gradient: Understanding How Defensive Training Methods Protect Language Model Integrity
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ProGraf: Profile-Guided Planning for Step-by-Step Generation of Structured Non-Natural Images
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Key to Going Linear: Analysis-Driven Transformer Linearization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Continuous-depth Deep Gaussian Processes
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CORTEG: Foundation Models Enable Cross-Modality Representation Transfer from Scalp to Intracranial Brain Recordings
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Zeroth-Order Stackelberg Control in Combinatorial Congestion Games
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Can Folding Models Tell Binders from Bluffers? Evidence from POISK: The Patent-Derived Antibody Dataset
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Hint Tuning: Less Data Makes Better Reasoners
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DUET: Unified Dual-Space Emotion Control for Diffusion and Flow-Matching Driven Text-to-Speech
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Model Capacity Determines Grokking through Competing Memorisation and Generalisation Speeds
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Enabling VLA Action Self-Verification via VLM Token Probability Bucketing
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Adaptive Adversaries: A Multi-Turn, Multi-LLM Benchmark for LLM Agent Security
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Leaderboard Hacking: Preference-Based Model Evaluations are Vulnerable to Manipulation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Fed-SB: A Silver Bullet for Extreme Communication Efficiency and Performance in (Private) Federated LoRA Fine-Tuning
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GOLD: Geometric Optimized Latent Diffusion for Structure-Aware RNA Inverse Folding
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Memory Determines Learning Direction: A Theory of Gradient-Based Optimization in State Space Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Motion-Appearance Coupling Priors for Solving Video Inverse Problems
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
WebSpline: Structure-Informed Splines for Real-Time 3D Gaussians from Monocular Videos
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
"What is Different Between These Datasets?" A Framework for Explaining Data Distribution Shifts
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OCTOPUS: Optimized KV Cache for Transformers via Octahedral Parametrization Under optimal Squared error quantization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Risk-Controlled Post-Processing of Decision Policies
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Finding Koopman Invariant Subspaces via Personalized PageRank
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rebellious Student: Reversing Teacher Signals for Reasoning Exploration with Self-Distilled RLVR
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DocPTBench: Benchmarking End-to-End Photographed Document Parsing and Translation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Preserving Exploration for LLM Reasoning via Mean Order-Statistic Alignment
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OTROPE: Optimal Transport-based Robust Off-policy Evaluation for Large Language Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Hydra-DP3: Frequency-Aware Right-Sizing of 3D Diffusion Policies for Visuomotor Control
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
How Much is Left? LLMs Linearly Encode Their Remaining Output Length
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
UniFlow-Audio: Unified Flow Matching for Audio Generation from Omni-Modalities
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MetaLoop: Benchmarking the Full Metacognitive Loop in LLMs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ReGuidance: Diffusion Steering with Strong Latent Initializations Solves Hard Inverse Problems
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Deployable Causal Action Geometry under Temporal Non-Stationarity
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Universal and Efficient Computation with 2D Attention
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Boosting Off-Policy RLVR with Data-Centric Replay
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SCDBench: A Benchmark for LLM-Based Smart Contract Decompilers
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Shaping Useful Noise: Energy Distributions Predict Visual Pretraining Quality
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
On the Sparsity of Direct Preference Optimization: Weight Disentanglement in the NTK Regime
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Know Where You Stand: Memory-Source Choice in Long-Context Dialogue Agents
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Agentic Reward Modeling: Verifying GUI Agent via Progressive Trajectory-Grounded Interaction
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Autoregressive Learning in Joint KL: Sharp Oracle Bounds and Lower Bounds
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Closing the Approximation Gap in Simulation-free Latent SDEs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Correction Space Steering for Hallucination Mitigation in Large Vision-Language Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Overcoming Kernel Redundancy for Scaling Logic Gate Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Coarse-to-Real: Generative Rendering for Populated Dynamic Scenes
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
High Performance Differentially Private Fine-Tuning using Dataset Distillation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Towards Unified Memory Adaptation for LLM Agents: Textual, Latent, and Parametric Pathways
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
How Hard is it to Rig a Benchmark? A Social Choice Analysis of Leaderboard Robustness
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Structured LLM Framework for Inorganic Material Synthesis Planning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ARTIS: Agentic Risk-Aware Test-Time Scaling via Iterative Simulation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Model-Aware Tokenizer Transfer
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Global linear convergence of entropy-regularized softmax policy gradient beyond tabular MDPs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Local Policy Manifolds for Efficient Multi-Objective Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Merging RLVR-Trained Experts via Policy-Shift-Guided Spectral Alignment
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Table to Cell: Attention for Better Reasoning with TABALIGN
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Towards Generalizable Partially Relevant Video Retrieval
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning to Continually Learn via Meta-learning Agentic Memory Designs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LangFlow: Continuous Diffusion Rivals Discrete in Language Modeling
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MultiSTEVE-1s: A Model Zoo and Interpretability Suite for Instruction-Following Vision Agents
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Dependency-Guided Parallel Decoding in Discrete Diffusion Language Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
On the Nature of Attention Sink that Shapes Decoding Strategy in Omni-LLMs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Uni-Synergy: Bridging Understanding and Generation for Personalized Reasoning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PRPO: Perception-Reinforced Policy Optimization via Token-Level Dynamic Advantage Reshaping
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MvFFN: Multi-view Floor-Plan Feed-Forward Network for Unposed Wide-Baseline Panorama Layout Reconstruction
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Non-Convex to Strongly Convex: Curvature-Adaptive FTPL for Online Optimization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Hierarchical Tokenization Framework for Voxel-Level fMRI Representation Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CellMSA: Context Modeling for Single-Cell Representation Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OASIS: Online Adaptive Steering for In-Training Safety of LLMs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Panoptic Saliency Ranking
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Code Review Bench: An Automated Benchmark for Evaluating the Software Factory
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Anatomy-Preserving Unpaired Medical Image Translation via Shared Latent Anchoring
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EVIDENT: Routing MLLM Adaptation through Entity-Grounded Visual Evidence for Cross-Domain Video Temporal Grounding
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Towards Principled Efficient Rollout Allocation in Test-Time Training
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SLIDERS: Systematic Reviews via Automated Evidence Synthesis and Reconciliation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Federate the Router: Learning Language Model Routers with Sparse and Decentralized Evaluations
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
$R^2E$: A Role-driven Reward Evolutionary Framework for Automated Reward Function Design
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mechanistic Circuit Identification for Controllable Data Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Pixel Space: Frequency-Domain Uncertainty Estimation for Structure-Aware Diffusion Guidance
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Tango3D: Towards Alignment for Global and Local 2D-3D Correspondence
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Voxel as Token: A New Perspective for Zero-shot Cross-subject Vision Decoding
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Infrastructure to Interface, the AI Value Chain Drives LLM Homogenization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Strategic Causal Policy Learning: Welfare, Safety, and Fairness Thresholds
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Local Guidance, Global Impact: Gaussian-Reshaped Trust Region Unlocks Behavior Transitions
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
An Axiomatic Analysis of DPO and NLHF as Reference-Dependent Probabilistic Voting Rules
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Flow-Guided Target-Space Alignment via Path Consistency
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Semiparametrically Efficient Inference for Kernel Measures of Noise Heterogeneity
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Supervision Recovery for Time Series Anomaly Detection via Counterfactual Pairing
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Embodied Neurocomputation: A Framework for Interfacing Biological Neural Cultures with Scaled Task-Driven Validation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AnyMo: Geometry-Aware Setup-Agnostic Modeling of Human Motion in the Wild
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Benchmarking Vietnamese Legal Knowledge of Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
JMed48k: A Multi-Profession Japanese Medical Licensing Benchmark for Vision-Language Model Evaluation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Weakly Communicating Average-Reward CMDPs: Strong Duality and Improved Regret
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Substrata: Know What You Don't Know
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RadarMAE: Injecting Physical Inductive Biases into Masked Autoencoders for Advanced Radar Object Detection
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Log-Likelihood, Simpson’s Paradox, and the Detection of Machine-Generated Text
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LoCo: Selective Local Competition for Discriminative Open-Vocabulary Multi-Label Recognition
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Filter Banks: from Low-Rank Representations to Deep Models for Efficient Time Series Forecasting
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Visual-ERM: Reward Modeling for Visual Equivalence
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FinAl: Fine-grained Alignment for Detail-Preserving Medical Vision-Language Pretraining
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Knowing When to Ask: Segment-Level Credit Assignment for LLM Tool Use
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Surrogate Calibration for Transferable Adversarial Attacks against Black-Box MLLMs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Canopy: Tree-Aware Rollout Scheduling for Agent Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Distributional Estimation of 3D Object Orientation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Novel Schur-Decomposition-Based Weight Projection Method for Stable State-Space Neural-Network Architectures
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Accelerating LLM Pre-Training through Flat-Direction Dynamics Enhancement
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CPSea2: Composing Terminal Geometries for Structurally Diverse Cyclic Peptide Binder Design
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
IndustryCode: A Benchmark for Industry Code Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Training Quality Determines Efficiency Boundaries in Test-Time Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Scaling Laws of Skills in LLM Agent Systems
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
WiREBench: Evaluating AI Agents' Capabilities in Reverse-Engineering Black-Box Applications in the Real World
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Extremely Sparse-View Computed Tomography from 2D Projections via Pose-Aware Diffusion Priors
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Inductive Deductive Synthesis: Enabling AI to Generate Formally Verified Systems
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Adaptive Conditional Gradient Sliding: Projection-Free and Line-Search-Free Acceleration
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Inferring how internal brain state shapes neural responses with state-dependent diffusion models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Riemannian Admissibility Flow for Offline-to-Online Safe Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Codebook-Guided Cross-Modal Knowledge Distillation for Structurally Heterogeneous Features
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Continuous Personalized Diffusion Model via Spinor-Component Forward Geometry
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Position: AI Development Should Prioritize Cognitive Security
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MOCHA: Discovering Multi-Order Dynamic Causal Structure in Temporal Point Processes
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Online Differentially Private Consistent Clustering
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DyJR: Preserving Local Policy Plasticity in Reinforcement Learning with Verifiable Rewards via Dynamic Jensen-Shannon Replay
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
UniRAP: Towards Unified Part-level Physical Affordance Reasoning and Actionable Perception
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Efficient Algorithms for Distributed Saddle Problems
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
IDEA: Unwrapping Visual Black-box Models by Interaction Decomposition
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
COMPOT: Calibration-Optimized Matrix Procrustes Orthogonalization for Transformers Compression
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GCD: Correcting Hidden-State Bias in Off-Policy Agentic RL
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Preference-Guided Adaptation for Open-Vocabulary Semantic Segmentation via Prompt Disagreement
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SkipSR: Faster Super-Resolution with Token Skipping
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TrajEvolve: Trajectory Evolution for Reinforcement Learning with Hindsight Credit Assignment
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SwitchLingua V2: Agent-Driven Code-Switching via Digital Clones
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
On the Feasibility of Identity Manipulation for Diffusion-Based Face Privacy Preservation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Watermarking Game-Playing Agents in Perfect-Information Extensive-Form Games
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Deriving Hyperparameter Scaling Laws via Modern Optimization Theory
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ManipulationRAG: Retrieval-Augmented Fine-Grained Manipulation of Object Functional Parts
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
On the Recoverability of Causal Relations from Bulk Gene Expression Data
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Working with AI: Measuring the Applicability of Generative AI to Occupations
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Past as State, Present as Attention: Persistent-State Blockwise Flow Matching for Long-Horizon Co-Speech Motion Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Pixels over Symbols: Sensory Realism Improves Behavioral Alignment in Models of Cognition
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ALETHEIA: A Multi-Frequency Eddy Current Pulsed Thermography Dataset for Neural Operator Learning in Nondestructive Testing
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Decoupling is the Key: Scaling Deep Value Networks in Reinforcement Leanring
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Breaking the Quality–Privacy Tradeoff in Tabular Data Generation via In-Context Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Prediction-Powered Inference Across Many Tasks for AI Evaluations and Social Science Research
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FlowMAS: Learning Multi-Agent Workflow Topology via Information-guided Generative Flow Network
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Predicting What Changes: Causal Delta World Models for Risk-Aware LLM Agent Planning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Loop-Free Inverse Reinforcement Learning via Sequential Value Recovery
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Holistic EvoLution via Intrinsic eXchange for Unified Multimodal Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Intrinsic-Preserving Schrödinger Bridge for Direct Part-Aware 3D Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Foresight-over-Graph: Reasoning Beyond Local Horizons for Knowledge Base Question Answering
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mitigating Confidence Miscalibration in Open-World Semi-Supervised Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Measuring Layer-wise Intrinsic Dimensionality of FFNs in LLMs via PCA
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Ultra-DPO: Reimagining LLM Alignment as a Semi-Supervised Task
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ATI-VLA: Action-Centric Predictive Vision–Language–Action Models via Actionable Alignment Then Adaptive Injection
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HopChain: Multi-Hop Data Synthesis for Generalizable Vision-Language Reasoning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Tree-Structured Synergy of Large Language Models and Bayesian Optimization for Efficient CASH
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ParetoSlider: Diffusion Models Post-Training for Continuous Reward Control
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ElegantVLA: Learning When to Think for Efficient Vision-Language-Action Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Fast-Slow Evolutionary Occupancy Prediction via Controlled Dynamics
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
D$^2$Quant: Accurate Low-bit Post-Training Weight Quantization for LLMs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Phase-wise MLLM Tuning for Multi-framework WebUI Code Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Forgetting Has Neighbors: Localized Collateral Forgetting in Machine Unlearning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Adaptive LLM Routing for Multi-Turn Conversations with Continuously Evolving User Queries
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mind the Gap: The Divergent Rebound Dynamics of Diffusion and Autoregressive Model
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Denoise First, Orthogonalize Later: Understanding Momentum in Muon via Spectral Filtering
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A systematic evaluation of vision-language models for observational astronomical reasoning tasks
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SNACK: A Sequential Notation Framework for Probabilistic Graph Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FLASH: Efficient Visuomotor Policy via Sparse Sampling
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Local Geometric Analysis of Maximal Coding Rate Reduction via Error Bounds
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Breaking the Exactness Barrier: Interleaved DeepSeek Sparse Attention for Efficient Long Context Reasoning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SituRecBench: Evaluating Frontier Models as Situated Recommendation Assistants in 3D Environments
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Accuracy: A Diagnostic Benchmark for Hypothesis-Driven Experiment Planning in LLM Agents
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DiscoverPhysics: Benchmarking LLMs for out-of-the-box scientific thinking
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Where to Look Is Not How to Fix: Pre-Denoising Diagnostics and Modality-Dependent Control in Diffusion Composition
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CompilerKV: Risk-Adaptive KV Cache Compression via Offline Experience Compilation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
M-plicits: Neural Implicit Surfaces via Nested Multiscale Residuals
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
How Hard Is It for Message-Passing GNNs to Simulate One Weisfeiler-Lehman Color-Refinement Step?
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Tell Me What To Learn: Generalizing Neural Memory to be Controllable in Natural Language
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Open-Ended Scientific Discovery and the Social Dynamics of Evolving Agent Networks
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond MNIST: Limitations of Amplitude Encoding on Quantum Classification
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VistaQA: Benchmarking Joint Visual Question Answering and Pixel-Level Evidence
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Attention Transfer Is Not Universally Effective for Vision Transformers
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When Does Graph Retrieval Become Answer-Supporting Evidence? A Diagnostic Audit of GraphRAG
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PGID: Progressive Guided Inversion and Denoising for Robust Watermark Detection
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SLOPE: Optimistic Potential Landscape Shaping for Model-based Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Practical Non-Stationary Graph Gaussian Processes
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Generative Modeling by Value-Driven Transport
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
NARRA-Gym for Evaluating Interactive Narrative Agents
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Memorization Is Folding: Topological Signatures of Noisy-Label Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CryoAtlas: A Large Curated Dataset and Unified Benchmark for Cryo-EM Atomic Model Building
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Designing Cell-Type-Specific Regulatory DNA with Guided Discrete Diffusion
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RepoZero: Can LLMs Generate a Code Repository from Scratch?
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
NORA: Evaluating Grounded Reasonableness in Visual First-person Normative Action Reasoning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DirectUV: Image-Conditioned UV Texture Generation with Surface-Aware Positional Encoding
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Online Evaluation of LLMs via Dyadic Designs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Biconvex Formulation for Stable Transport of Mixture Models with a Unique Solution
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Diff-Kalman: Difference-Driven Learning for Structure-Preserving Kalman Filtering
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MMCompass: Diagnosing Position Bias in Generative Multimodal Reward Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ForceLDM: A Force-aware Latent Dynamics Model for Contact-Rich Manipulation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AsdaKV: Attention-Overlap Driven Semantic KV Retrieval for Long-Context LLMs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
InformedXRD: Reproducible Benchmarks and Physics-Informed Evaluation for Powder Diffraction Symmetry Classification
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Towards Generalist Graph-Level Anomaly Detection
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Selection: Token Parameterization for Extreme Visual Token Compression
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rank-Constrained Adaptation for Reliable Real-World Performance
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AEON: Unifying Video and 3D World Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ZO-F2: Low-variance Fisher preconditioner via bilinear estimation for zeroth-order optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning-Augmented Approximation for Unrelated-Machines Makespan Scheduling
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TESLA: Native 4D Gaussian Splatting Generation with Temporally Structured Latents
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Multi-Step Likelihood-Ratio Correction for Reinforcement Learning with Verifiable Rewards
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FairMT: Fairness for Heterogeneous Multi-Task Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Target-Aware Nuisance Shaping for Object Detection
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rethinking Rubric Generation for Improving LLM Judge and Reward Modeling for Open-ended Tasks
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HyperVQ: Enabling Hyperprior Entropy Modeling for VQ-Based Generative Image Compression
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Simple yet Effective Semi-supervised Knowledge Distillation from Vision-Language Models via Dual-Head Optimization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Full-Atom Cyclic Peptide Design via Test-Time Scaled Autoregressive Flow Matching
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HOPE: Hand-Object Pressure Estimation from Monocular Videos
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Universal Byte-Level Encoding: UTF-8/UTF-16 Routing to Reduce Cross-Script Token-Budget Disparities
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LR-V2X: Loss Resilient Collaborative Perception under Low-Bandwidth Communication
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Language-Assisted Image Clustering Guided by Discriminative Relational Signals and Adaptive Semantic Centers
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Exact Posterior Score Estimation for Solving Linear Inverse Problems
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MaskSense: Confronting the Visual Exploration Trap in Masked Image Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FaithfulFaces: Pose-Faithful Facial Identity Preservation for Text-to-Video Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SEAD: Competence-Aware On-Policy Distillation via Entropy-Guided Supervision
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Explaining and Preventing Alignment Collapse in Iterative RLHF
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Understanding and Mitigating Under-Confidence in GNNs from the Final Layer
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Experience Makes Skillful: Enabling Generalizable Medical Agent Reasoning via Self-Evolving Skill Memory
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Multilateral Resistance-Guided Graph Message Passing for Trade Flow Prediction
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Aleatoric-Epistemic Dichotomy of Uncertainty is Meaningful and Indispensable for Machine Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ProEdit: Inversion-based Editing From Prompts Done Right
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Visual Harness: Grounding Multimodal Reasoning in Physics Engines
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Don't Discard Your Rollouts: Reusing Teacher RL Traces for Student Distillation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Geometry-Aware Subspace Perturbation for Heterogeneous Federated Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
On the Information Loss of Multi-Token Prediction: Origin and Solution
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Seen-Constrained Model-Order Selection for Unknown-$K$ Generalized Category Discovery
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SIRAS: Sibling-Relative Advantage Shaping for Reinforcement Learning from Verifiable Rewards
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GPA: Generative Population Annealing for Test-Time Sequence Design with Pretrained Generative Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CITE: Anytime Valid Statistical Inference in LLM Self-Consistency
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Adaptive Stepsizes for Eligibility Traces in Deep Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Local Sparsity Enables Unsupervised LLM Safety Detection
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Inverse Modeling for Laser Pulse Shape Design in Inertial Confinement Fusion
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MedKIT: Evaluating Knowledge Integration and Generalization in Large Language Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Affine-Image Propagation for Tight and Scalable $\ell_{2}$ Neural Network Verification
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Where Should Society Draw the Line? A Social Choice Approach to Collective Consent
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Adaptive Compression and Targeted Perturbation: A Unified Framework for Generalized Audio Deepfake Detection
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SAVeR$^2$: Reasoning-based Safety Alignment for Large Reasoning Models via Verifiable Rewards
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Generation-Drift-Guided Block Pruning for Large Language Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BlenderFORGE: Framework for Optimizing Reactive 3D-Graphics Editing Ability of MLLMs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MMSkills: Towards Multimodal Skills for General Visual Agents
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Articulated Kinematics to Routed Visual Control for Action-Conditioned Surgical Video Generation
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Shepherd: A Runtime Substrate Empowering Meta-Agents with a Formalized Execution Trace
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
pyCD: A Unified Benchmark for Reliable Evaluation of Cognitive Diagnosis Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Era of Agentic Organization: Learning to Organize with Language Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Delay-Embedded Representations for Robust Saccade Classification in Noisy Oculographic Signals
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Bridging Academia and Industry: A Comprehensive Benchmark for Attributed Graph Clustering
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Solver-Aware Decompositions for Programming-by-Example: When Dividing Requires Knowing how to Conquer
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
IPIBench: Evaluating Interactive Proactive Intelligence of MLLMs under Continuous Streams
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Agentick: A Unified Benchmark for General Sequential Decision-Making Agents
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Probabilistic Tiny Recursive Model
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
What Does the Brain See? Multiview Neural Representation to Demystify the Brain-Visual Alignment
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MIST: Reliable Streaming Decision Trees for Online Class-Incremental Learning via McDiarmid Bound
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FAUST: Federated Asynchronous Update with Staggered Timescales for Low-Communication Foundation Model Training
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond DSA: Conjugacy-based Comparison of Dynamical Systems
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Can LLM Agents Respond to Disasters? Benchmarking Heterogeneous Geospatial Reasoning in Emergency Operations
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FAME: Forecasting Academic Impact via Continuous-Time Manifold Evolution
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
On the Nonlinearity of Learning Rate Scaling for LLM Training
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Hider–Seeker Self-Play: Geometry-Verifiable Process Rewards for Long-Horizon Visual Search
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mixture-of-Experts for Online Matrix Completion on a Drifting Union of Subspaces
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Geometric Perspective on Reward Function Updates in Inverse Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Feeling of Knowing in Large Language Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PhysVista: Benchmarking Physical Intelligence in VLMs via a Perception-Reasoning-Assessment Loop
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FlowSteer: Towards Agents Designing Agentic Workflows via Reinforced Progressive Canvas Editing
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Training-Free Task Vectors for LLM Behavioral Control
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SLS-Bench: A Benchmark for Incident Log Summarization with Synthetic Observability Data
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Seeing but Not Detecting: Privacy-Preserving Scene Text Attack via Hybrid Adversarial Policy Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Revisiting The Power of Closed-Form: Robust Deep Image Prototype Discovery via Scale Mixtures
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Provably Efficient Regularized Online RLHF with Generalized Bilinear Preferences
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Tracing Psychometric Inference in Large Language Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SP$^2$ec: Adaptive Self-Speculative Decoding for Vision-Language Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Unified Forensic Preference Learning for Generalizable Synthetic Image Detection
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Duality Models: An Embarrassingly Simple One-step Generation Paradigm
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Colour me shocked: Exact Molecular Hessians from MLIPs in O(N) time using sparse differentiation!
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RSQ: Learning from Important Tokens Leads to Better Quantized LLMs
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Frequency‑Aware Flow Matching for Continuous and Consistent Robotic Action Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Iterative Latent Refinement for Value Learning in Offline Goal-Conditioned RL
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Modeling Whole-Slide Images as Dynamic Tumor Microenvironment Fields
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Adaptive and Neutral Theory of Evolution Strategies for Large Language Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Frank-LoRA: Federated Rank-Aware LoRA for Fine-Tuning Large Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DISCOVER: Online Variance-Guided Data Discovery for Budgeted Multimodal GRPO
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CoTs as Probabilistic Programs: A Programmatic View of Thinking Step-by-Step in Language Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Foveal-Mamba: Inside-Out Ring Scanning with Recurrent Offset Prediction for Visual State Space Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Intrinsic Information Theoretic Analysis of ReLU Nets
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Origami as a Real-Image Benchmark for Procedural State-Transition Reasoning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OmniSpace: Efficient Geometry Awareness for Autonomous Vehicles MLLMs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Static-Dynamic Disentanglement for Efficient Multi-Frame Vision-Language-Action Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Plausible Biomolecular Structure Prediction via Physics-informed Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Fiedler-Regularized Causal Discovery for Sparse Connected DAGs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Toward Skill-Native LLMs: Skill Entropy for Benchmarking and Training Long-Horizon Reasoning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MobileMoE: Scaling On-Device Mixture of Experts
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Pygmalion: Bridging Reconstruction and Generation in Sparse Voxel-based 3D Modeling
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CoE-Agent: Co-Evolving Patient-Doctor Agents via Interactive Policy Graph Optimization for Clinical Decision Making
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MIRAGE: Adaptive Multimodal Gating for Whole-Brain fMRI Encoding
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GenAI Evaluation Results are Largely Artifacts of Evaluation Design Choices: Evidence from Audit Studies of Resume Screening
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LEVDA: Latent Ensemble Variational Data Assimilation via Differentiable Dynamics
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SliceWorld: A Predictive and Controllable World-State Model for CT Report Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Narrowing the Collaboration Gap, Probably
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Bayesian Backprop as Belief Propagation: Single-Pass Predictive Uncertainty
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Towards Characterizing Scientific Image Utility and Upgradability
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A2Eval: Agentic and Automated Evaluation for Embodied Brain
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Causal learning with the invariance principle
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Counterfactual Online Conformal Prediction Under Adaptive Logging
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Geometric Prompt-Trajectory Planning for Test-Time Scaling
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Primal-dual Approach for Semi-Infinitely Constrained Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Flat Walks: Compositional Abstraction for Autoregressive Graph Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When to Adopt Model Updates
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Multiform Attack for Transferable Cross-Modal Person Re-Identification
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Skill-Inject: Measuring Agent Vulnerability to Skill File Attacks
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Roll2Depth: Zero-Shot Metric Depth Estimation Exploiting Camera's Rolling Shutter Effect
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
What Time Is It? How Data Geometry Makes Time Conditioning Optional for Flow Matching
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HoTS: Homophily-Aware Temperature Scaling for Graph Neural Network Calibration
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
eSAM: Editing SAM3 Attention for Training-Free Referring Segmentation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TPRL: Adaptive Visual Token Pruning in LVLMs via Language-Guided Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LatentOmni: Rethinking Omni-Modal Understanding via Unified Audio-Visual Latent Reasoning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CPA: Efficient and Stable FP4 RL Training via Cross-Precision Alignment
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Latent Action Reparameterization for Efficient Agent Inference
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Edit-R2: Context-Aware Reinforcement Learning for Multi-Turn Image Editing
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RigPAPR: Rig-Based Animation of Static Neural Point Clouds from a Single-View Video
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mixture of Probes: Learning with Privileged Modalities in Multimodal LLMs Through Probing
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FiTS: Interpretable Spiking Neurons via Frequency Selectivity and Temporal Shaping
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LoRaQ: Optimized Low Rank Approximation for 4-bit Quantization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Consistent Bayesian Spatial Domain Partitioning Using Predictive Spanning Tree Methods
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Med-Agentic: Distilling Agentic Medical Reasoning with Internalized Meta-Capabilities
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Tropical Gaussian Anticoncentration: Settling Optimal Instance-Dependent Bounds for Online Learning in Extensive-Form Games
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VoluCore: Spanning Teacher Representations with Volumetric Coresets for Data-Efficient LLM Distillation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LITE: A Lightweight Lazy Sampler for Efficient SGD
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When Stored Evidence Stops Being Usable: Scale-Conditioned Evaluation of Agent Memory
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
StreamPI: Streaming Multimodal Temporal Modeling for Vision-Language-Action Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Behavior Pack Optimization for Video MLLM Post-Training
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Tapes Together Strong: The Co-evolution of Computation and Cooperation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BiLi: Bridging the Last Mile in LiDAR Localization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Private Empirical Defense Against Privacy Audits
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Paleoinspired Vision: From Exploring Colour Vision Evolution to Inspiring Camera Design
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
First-Token Attraction in Mamba Dynamics
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Decoupling Exploration and Policy Optimization: Uncertainty Guided Tree Search for Hard Exploration
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Seeing or Rationalizing? Scene-Evidence-Guided Chain-of-Thought for Faithful 3D Multimodal Reasoning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond RAG for Agent Memory: Retrieval by Decoupling and Aggregation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Structural Causal Bottleneck Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Online Quantile Omniprediction for Proper Losses
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rethinking Post-Training Recipes for Multimodal Time-Series Forecasting
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Spectral Estimation with Deformed Decompression
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reward-free Pretraining for Reinforcement Learning via Occupancy Coverage Maximization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RedVLA: Physical Red Teaming for Vision-Language-Action Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Otter Weather: Skillful and computationally-efficient medium-range weather forecasting
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AtomWorld-Mem: Memory-Restored World States for Long-Horizon Atomistic Evolution
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Inter-domain Inference for Gaussian Process Variational Autoencoders
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MSCR: Jointly Balancing Modality Utilization and Discovering Synergistic Information
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Brain-OF: An Omnifunctional Foundation Model for fMRI, EEG and MEG
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SynthHair: Leveraging MetaHumans for a High-Quality 4K Hair Matting Dataset
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Platonic Defense: Backdoor Defense for Self-Supervised Encoders in the Era of Large Scale Pre-training
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BEAKER: An Expert-Curated Benchmark for Embodied Brains in Self-Driving Chemical Laboratories
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Attention Itself Could Retrieve. RetrieveVGGT: Training-Free Long Context Streaming 3D Reconstruction via Query-Key Similarity Retrieval
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
On-Policy Counterfactual Influence
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Glob3R: Global Structure-from-Motion with 3D Foundation Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Objective-Aligned Amortized Inference for Offline Bayes-Adaptive MDP Model Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Runtime Analysis of Cartesian Genetic Programming on MAX: A Proven Exponential Speedup
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Volatility-Whitened Probabilistic Residual Modeling for Long-Term Time Series Forecasting
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Time to Pay Attention! Understanding High Complexity Corpus Reasoning Tasks
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Bilevel Optimization of Synthetic Trajectories for Multi-Turn LLM Fine-Tuning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Structured Coupling for Flow Matching
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Tokens-per-Parameter Coverage Is Critical for Robust LLM Scaling Law Extrapolation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MENDR: Manifold-Embedded Neural Data Representations for Channel-Agnostic EEG Foundation Modeling
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Concord-SLAM: Cross-Render Concordance for Boundary-Native Semantic Gaussian SLAM
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Trust What Matters: Language-Conditioned Evidence Routing for Video-IMU Action Question Answering
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FUTON: Fourier Tensor Network for Implicit Neural Representations
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MotionHalluc: Diagnosing Kinematic Hallucinations in Fine-Grained Motion Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ChiP-STAR: Spatial-Topological Attention for Pre-trained Generative Chip Routing
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Black-Box Reduction from Regret to Multi-Level Coverage
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Patch4Patch: Restoring Structural Connectivity in Patch-based Vision Encoders
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Prospective Hindsight: Self-Calibrating Reinforcement Learning via Prediction–Reality Gaps
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Attention-based Routing for Interpretable Multimodal Brain Encoding
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
NLD4CO: Neural Langevin Dynamics for Combinatorial Optimization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Are Multimodal Benchmarks Really Useful? Item-Level Multimodal Benchmark Diagnosis via Structure-Response Co-Calibration
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CAPO: A Primal-Dual Framework for Constraint-Aware Prompt Optimization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Toward Semantically-Consistent Tuning-Free Customization for Rectified Flow Transformers
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CASQRec: Collaborative-Adaptive Semantic Quantization for Multimodal Recommendation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Nahual: A Sequence Model for Language and Atoms
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Open Vocabulary Domain Unlearning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SurgReasoner: Surgical Reasoning Segmentation with Dynamic Difficulty-Aware Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Towards Realistic Conversational Multimodal Instruction Following
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mitigating Knowledge Conflicts in Retrieval-Augmented Generation via Inference-Time Representation Editing
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
XDecomposer: Learning Prior-Free Set Decomposition for Multiphase X-ray Diffraction
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PoEM: Predicting New RL Outcomes from Existing Policies
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Claw-Eval: Towards Trustworthy Evaluation of Autonomous Agents
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning to Generate Multiple Objects from Dense and Occluded Layouts
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Hi-Q: Hierarchical Evidence-guided Query Refinement for Multi-Hop Question Answering
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PRISM: Principal Subspace Alignment for Parameter-Efficient Fine-Tuning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PICID: A Modular Evaluation Infrastructure for Reproducible PHM Across Tasks and Domains
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When Confidence Rises Too Early: Detecting Shortcut Reasoning via Premature Answer Commitment
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MoRSE: Task-Oriented Multi-Agent System with Mixture of Role-Subtask Experts
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AgenticVBench: Can AI Agents Complete Real-World Video Production Tasks?
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Online Causal Configuration for Networked Systems via Doubly Robust Steady-State Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TwinFlux: One-Step Discrete-Continuous Flow for End-to-End Autonomous Driving
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
An Assessment of Human vs. Model Uncertainty in Soft-Label Learning and Calibration
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Don't Claim Benchmark-Oriented Optimization Improves General Coding Capability — Diverse Evaluation Is Required
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reduced Cost Influence Functions for Predict-then-Optimize under Noisy Data
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DriveStreamBench: Evaluating User-Conditioned Watch-and-Notify in Streaming Driving Video
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MIRA: Reinforcing Multimodal Reasoning via Deceptive Contextual Augmentation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Contrastive Thinking Decoding: Steering Answer Generation in Reasoning Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Single Deep Preference-Conditioned Policy for Learning Pareto Coverage Sets
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Credit Assignment with Resets in Language Model Reasoning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GoT: A Game-Theoretic Approach to the Game of Twenty Questions
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PRISM: Human Point Cloud Reconstruction via Skeleton-Guided Diffusion from MmWave Radar
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning When to Collaborate: Selective Multi-Agent Medical Reasoning via Uncertainty-Aware Routing
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GeoG2U-Bench: When Does Generation Help Understanding in Ultra-High-Resolution Remote Sensing?
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CycleSpectra: Cyclic Motion Spectra for Phase-Queryable 4D Cardiac Reconstruction
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
NEXUS: Neural Energy Fields for Physically Consistent Contact-Rich 3D Object Dynamics
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LDM-is-AE: Latent Diffusion is an Intrinsic Auto-Encoder for End-to-End Image Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Can Linguistic Reasoning Vectors Enhance Multimodal Reasoning Ability?
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Block-Wise Differentiable Sinkhorn Attention: Tail-Refinement Gradients with a Gap-Aware Dustbin Bridge
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Accelerating the Inference Era with AI-Driven, Globally Optimized HW/SW Co-Design
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DetailAnywhere: Fashion Detail Generation via Cross-Modal Feature Alignment Distillation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CausalDriveBench: Evaluating Causal Reasoning in Vision-Language-Action Models for Autonomous Driving
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Measuring Collapse and Correction in Homogeneous-Panel LLM Debate
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Evaluating Test-Time Scaling of General LLM Agents
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TopoScope: A Graph-Scoped LLM Agent for Printed Circuit Board Schematic Design
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Metric Depth Estimation from Arbitrarily Degraded Low-Resolution Depth Prompts
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Natural Language Actor-Critic: Scalable Off-Policy Learning in Language Space
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Prompt Ensemble Image Purification for Test-time Adversarial Robustness of CLIP
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Polestar: Drift-Aware Cache Calibration and Token Commitment for Efficient Inference of Diffusion LLMs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Stratified Multi-Rater Evaluation of LLM-Based Virtual Standardized Patients with a Deployed Data-Generation Platform
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Two Stages of Folding: Convergent Mechanisms in AI Protein Folding Trunks
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SignRot: LLM Quantization with Massive Outlier-Aware Sign-Adjusted Rotation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RAPDrive: Shared-Latent Hybrid Decoding for Reasoning and Planning in Autonomous Driving
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Measure-Theoretic Analysis of Reasoning: Structural Generalization and Approximation Limits
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Self-Improving World Modelling with Latent Actions
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Outlier-Robust Multi-Output Gaussian Processes
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Geometry-Aware Self-Supervised Electrophysiology Representation Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Causal Inference for Sequential Settings under Interference and Latent Confounding
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Efficient SAM 3 Adaptation for Multi-Class Semantic Segmentation via Dense Competitive Representations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MuEdit: An efficient multi-task editing method towards inter-domain knowledge conflicts
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Direct Conditioning of Audio Diffusion Transformers on fMRI Reveals Cortical Contributions to Sound Reconstruction
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PAIR: Prefix-Aware Internal Reward Model for Multi-Turn Agent Optimization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SimpliHuMoN: Simplifying Human Motion Prediction
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Towards Generalizable 3D Anomaly Detection via Relational Inconsistency Modeling
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Differentiable Interior-Point Method in Single Precision
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Poisoning Attacks on LLMs Require a Near-constant Number of Poison Samples
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rethinking Reward Models for Multi-Domain Test-Time Scaling
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RecMem: Recurrent Memory Compression for Long-Sequence Recommendation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EnterpriseBench: Evaluating LLM Agents on End-to-End Spreadsheet Tasks in Finance
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Exploration via Exploitation: The Blessing of Reward Diversity in Personalized Federated RL
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TIGER-FG: Text-Guided Implicit Fine-Grained Grounding for E-commerce Retrieval
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
IADR: Interface-Augmented Neural Operator for Phase-Field Mean-Curvature Flow
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
High-probability Convergence of Gradient Methods under Markovian Stochasticity
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ACD-GS: Asymmetric Curvature-aware Densification for 3D Gaussian Splatting
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Stochastic Heat Diffusion Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Text-Vision Co-Instructed Image Editing
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PepDDG: Peptide–Protein Binding ΔΔ𝐺 Prediction via Information Channel Decomposition
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DPIAgent: Divide, Protocol, Isolate for Agentic Reproduction Test Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
UTOPI: Efficient Egocentric Long-Video Understanding in AR via User-Guided Token Pre-Compression
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Metaphor Is Not All Attention Needs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Concept-Aware Wasserstein Routing with Vision-Language Guidance for Few-Shot WSI Classification
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Fault in Our Metrics: Revisiting Generative Model Evaluation with Chamfer Distance
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SimpleEvol: Efficient Intelligence Conversion via Less Human Prior in Automated Heuristic Design
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Total Variation Distance Estimation in Autoregressive Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
D-VLA: A High-Concurrency Distributed Asynchronous RL Framework for Vision-Language-Action Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Control Charts for Multi-Agent Systems
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Symplectic Parallel Scan: A Neural Hamiltonian Framework for Accelerated Scientific Simulation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
WorldPrism: 3D Consistency for Video World Models via Bidirectional Cross-Space Verification
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Adversarial Corpus Selection to Attack Subgraph Matching based Graph Retrieval
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Random Neural Network Expressivity for Non-Linear Partial Differential Equations
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Affine-invariant Cubic Newton with Weak Learners
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MVVBench: Benchmarking 4D Reasoning in Vision-Language Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
State-Resolving Attention for Length-Extrapolating Transformers
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Train the Agent, Not the Expert: Learning to Harness Heterogeneous Experts for Multi-Turn Visual Reasoning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SWE-Crafter: Scaling Executable Multilingual Software Engineering Data with Meta-Skill Agents
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Deep Gaussian Processes on Directed Acyclic Graphs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
An Efficient Algorithm for Thresholding Monte Carlo Tree Search
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RIZZ: Routing Interactions to Near Zero-Interference Zones for Continual Adaptation of Black-Box Agents
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LogSig-SSM: Time-Series Modelling with Multi-Scale Log-Signature Compression for State-Space Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DSAQuant: Denoising-Stage-Aligned Quantization-Aware Training for Video Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mixture-of-Hierarchical Experts: Optimized Mamba Architecture for Vision Diffusion
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rethinking Dataset Distillation for Classification: Do Distilled Sets Outperform Coresets?
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Improved Sample Complexity for Markov Games via Variance-Aware Bandit Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Gradient Descent’s Last Iterate is Often (slightly) Suboptimal
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VAMIRec: Value-Aware Memory Intervention for Continual Recommendation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Safeguarding Mutual Correction in Source-Free Domain Adaptation via Cut Statistics
[
Slides]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FrameVGGT: Coherence-Preserving Memory for Bounded Streaming Geometry
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Selective Rollout: Mid-Trajectory Termination for Multi-Sample Agent RL
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Out-of-Distribution Detection in Continual Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
WorldSR: Harnessing World Knowledge Search for Grounded Image Super-Resolution
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AeroChem: Closed-loop Physics-Informed State Space Modeling for Long-term Chemically-Reactive Air Quality Forecasting
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Feature Information Dynamics in Diffusion
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TailCon: Mitigating Tail Signal Erosion through Memory Consolidation for Long-Tailed Recognition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Distribution Shift in Missing Data Imputation: A Risk-Based Perspective and Importance-Weighted Correction under MAR
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Black-Box Uncertainty Quantification for Large Language Models via Ensemble-of-Ensembles
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DiT4DiT: Jointly Modeling Video Dynamics and Actions for Generalizable Robot Control
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ES-Merging: Biological MLLM Merging via Embedding Space Signals
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VideoMDM: Towards 3D Human Motion Generation From 2D Supervision
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TPO: Tri-level Distributionally Robust Learning for OOD Direct Preference Optimization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
STRABLE: Benchmarking Tabular Machine Learning with Strings
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Controllable Multi-label Video Safety Detection via Adaptive Tversky Policy Optimization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MemPilot: Learning Transferable Latent Memory Mechanisms for LLM Reasoning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PDE-PFN: Prior-Data Fitted Neural PDE Solver
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
NyoomFloat12: Accelerating LLM Inference via Lossless 12-bit Weight Compression
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Budget-Conditioned Clipping Policies for Differentially Private Federated Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Failing to Falsify: Evaluating and Mitigating Confirmation Bias in Language Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mitigating Compounding Errors in Online Reinforcement Learning via Optimal Transport Regularized Flow Matching
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
StableAvatar: Ultra-Long Audio-Driven Avatar Video Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Baton: Explicit Semantic Blueprints for Joint Video-Audio Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Structured Transforms for Low-Overhead Quantization of Language Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Energy-Tweedie: Score meets Score, Energy meets Energy
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Can We Trust Item Response Theory for AI Evaluation?
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Near-Linear Time Generalized Sinkhorn Algorithms for Bounded Genus Graphs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GenRM-Flow: Generators are Process-aware Reward Models in Flow Matching
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Not All Tasks Quantize Equally: Fisher-Guided Quantization for Visual Geometry Transformer
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reconsidering Positional Supervision in Masked Diffusion Language Model Training
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MARS: Enabling Autoregressive Models Multi-Token Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FRUC: Feedforward Dynamic Scene Reconstruction from Uncalibrated Collaborative Driving Views
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Spectral Insights from the Unconstrained Feature Model for Neural Multi-Output Regression
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Geometric Analysis of Neural Regression Collapse via Intrinsic Dimension
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reconstructing the Vocal Tract with Differentiable Acoustic Simulation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
IntegrityBench: Can LLMs Be Trusted as Co-Scientists? A Research Integrity Benchmark
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
What Does a Sparse Autoencoder Feature Do? A Weight-Based Account
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Parabolic Position Encoding: Vision-Centric, Principled, Extrapolatable, General
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Realtime-VLA FLASH: Speculative Inference Framework for Diffusion-based VLAs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When do Prophets Profit in Prediction Markets?
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
In-context learning to predict critical transitions in dynamical systems
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
What Should Remain After Forgetting? Rethinking LLM Unlearning as Predictive Posterior Correction
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Best Arm Identification in Generalized Linear Bandits via Hybrid Feedback
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Capacity Allocation at the Source: Sparse Target Optimization for LLM Knowledge Editing
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Fast Reconstruction of Exact Maxwell Dynamics from Sparse Data
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MorphoGen: Free-Form XML Evolution for Robot Morphology Design
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SamaDICE: Safe Multi-Agent Reinforcement Learning with Stationary Distribution Correction Estimation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PLANING: A Loosely Coupled Triangle-Gaussian Framework for Streaming 3D Reconstruction
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Variational Approach to Optimal IPS Estimator for Multi-logger Off-Policy Evaluation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
REINS: A Self-Evolving Agent Harness for Real-Time Trajectory Planning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DROGO: Default Representation Objective via Graph Optimization in Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Attending on Attention ($A^2$): Smaller Self-Supervised ViTs Localize Better Than Larger Ones
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FashionChameleon: Towards Real-Time and Interactive Human-Garment Video Customization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TReDS: Trajectory-Grounded Requirement-Capability Modeling for Training Distribution Shaping in Tool-Interactive Tasks
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Single Expert: Harmonizing Diverse Visual Priors in MLLMs for Spatial Understanding
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CoupledFlow: One-Step Neural Operators for Coupled Multi-Physics PDEs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
mmLIP: mmWave Radar-Language Interactive Pretraining via Point Confidence
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Instance-Dependent Bandit Convex Optimization in One Dimension
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Kernel Reality Check: Benchmarking and Distilling Efficient Attention at Scale
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TailFix: Mitigating Error Accumulation and Correcting Tail Deterioration in Long-Horizon Forecasting
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RoadmapBench: Evaluating Long-Horizon Agentic Software Development Across Version Upgrades
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LAPLEX: The FFT of Learnable Laplace Kernels
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Intent-Aware Caching for Efficient LLM Serving
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SpatialClaw: Rethinking Action Interface for Agentic Spatial Reasoning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning to Foresee: Unveiling the Unlocking Efficiency of On-Policy Distillation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When Does Online Imitation Learning Help in LLM Post-Training? The Role of (Non-)Realizability Beyond Horizon
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
InduceKV: Fixed-Footprint Continual Adaptation of Multimodal LLMs via Inducing KV Memories
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Unifying View of Anchoring via Operator-Side Tikhonov Regularization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Drive vs. Decay: On the Training Dynamics of Joint-Embedding Predictive Architectures
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Long-term Embodied Visual Tracking with Lightweight Vision-Language-Action Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Adversarial Risk in the Generative AI Era Necessitates Dropping the Small Epsilon Ball
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Chain-of-Thought Oversight Should Not Treat Faithfulness as Monitorability
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reweighted Flow Matching via Unbalanced Optimal Transport for Label-free Long-tailed Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MechParser: A Vision-Language Framework for Parsing Chemical Reaction Mechanism Diagrams
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Conditional independence and graphical models for rankings
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Dynamic Query as Budgeting for Tiny Object Detection
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
V1-Inspired Dynamic Vision System: A Bio-Plausible Video Embedding Framework with Decoupled Shape–Color Pathways and Long-Range Spatiotemporal Perception
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Done, But Not Sure: Disentangling World Completion from Self-Termination in Embodied Agents
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LoMo: Local Modality Substitution for Deeper Vision-Language Fusion
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OHATP: Graph Anomaly Detection with Orthogonal-Hyperspherical Augmentation and Topology Perception
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond World-Frame Action Heads: Motion-Centric Action Frames for Vision-Language-Action Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
NeSyKC: Neurosymbolic Knowledge Compilation For Lifelong Learning Embodied Agents
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Prism Attention: Proposal-Refined Index Sharing Mechanism for Efficient LLMs Inference
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Circuit-Level Knowledge Distillation for Large Language Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TGRL: Temperature-Grouped Reinforcement Learning for Efficient Exploration in LLMs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Denoising Wrapper: A Modular Post-Processing Framework for Noisy First-Order Optimizers
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MolHIT: Advancing Molecular-Graph Generation with Hierarchical Discrete Diffusion Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Hitting a Moving Target: Test-Time Adaptation for AI Text Detection under Continual Distribution Shift
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Training Language Models to Explain Their Own Computations
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Understanding Schedule-Free Methods in Nonconvex Optimization: Rate Guarantees and Escaping Saddles
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TRL-Bench: Standardizing Cross-Paradigm Representation-Level Evaluation of Tabular Encoders
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DiffScore: Text Evaluation Beyond Autoregressive Likelihood
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Tool Verification for Test-Time Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Depth-Recurrent Attention Mixtures: Giving Latent Reasoning the Attention it Deserves
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RAM-H1200: A Unified Evaluation and Dataset on Hand Radiographs for Rheumatoid Arthritis
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PhGPO: Pheromone-Guided Policy Optimization for Long-Horizon Tool Planning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PISG: Constraint-Aligned Signal Amplification for Diffusion-Based Combinatorial Optimization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Bridging the Gap Between Harmfulness Belief and Refusal Behavior for Safety Alignment
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AlphaQ: Calibration-Free Bit Allocation for Mixture-of-Experts Quantization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
UniMoE-World: A Unified Mixture-of-Experts Architecture for Scalable Multi-Control Video Generation World Modeling
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
D-DOIT: Training-free Adaptation of Discrete Diffusion via Doob's h-Transform
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Generative Structure from Motion with Native 3D Diffusion
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Class-Domain Incremental Learning with Extensible Multi-Center Modeling
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Long-Term Risks of Risk-Based Allocation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reviewer Scores Are Not Comparable Across Research Areas in ML Peer Review
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Group Perspective Matters: Regulating Debate Relationships Can Mitigate Blind Conformity in Multi-Agent Debate
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RevengeBench: Reverse Engineering Code-Space Policies from Behavioral Experiments
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Dynamics-Informed Adaptive Offline RL for Real-Time Tokamak Plasma Control
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Scalable Adaptation of 3D Geometric Foundation Models via Weak Supervision from Internet Video
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reward Inflation: A Healthy Stimulus for Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TTVidT: Decoupling the Temporal Axis for Efficient Motion-Centric Video Pretraining
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Theory of Spatial Continuous Attractors in Hopfield Energy Landscapes
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Pessimistic Latent Task-aware Optimization for Robust Offline Meta-Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Mechanism of Weak-to-Strong Generalization: Feature Elicitation from Latent Knowledge
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Information Loss and Disparate Effects in Network Embeddings
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Iterative Nonlinear Computation Underlying Abstract Reasoning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
U-Bench: A Comprehensive Understanding of U-Net through 100-Variant Benchmarking
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
An Enigma of Artificial Reason: Investigating the Production-Evaluation Gap in Large Reasoning Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Uncertainty Quantification of Least Squares Estimator for Generalized Orthogonal Procrustes Problems
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Stable and Granular Policy Optimization for Generative Recommendation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
KiteNorm: Variance Regularisation for Stable and Scalable Post-LN Transformers
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Observations Drift, Structures Remain: Structural Pretraining with Time Alignment for Electromagnetic Signals
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RVR: Retrieve-Verify-Retrieve for Comprehensive Question Answering
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Does Compression Imply Generalization? A Minimum Description Length Perspective
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CSLA: Sparse-Linear Attention with Learnable Routing and Quantization-aware Training
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Compute-optimal data scaling for neural surrogates via multi-fidelity training
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LLMs Show No Signs Of Individuated Metacognition
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Structure-Aware Higher-Order Message Passing Framework on Walk States for Graph Classification
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Are LLMs Good at Feature Engineering? Evidence from a Controlled Synthetic Benchmark
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EMERGE: A Benchmark for Updating Knowledge Graphs with Emerging Textual Knowledge
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
In-Context Learning Can Help Vision Language Models Overcome Training Prior
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Models Designed to Forget: Machine Unlearning via Key Deletion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TrackFish3D: Self-Supervised 3D Tracking of Schooling Fish from Multi-view Videos
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FocusBranch: Combinatorial Branch-and-Bound for $\ell_0$ Neural Network Robustness Verification
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Splatting the Invisible: Geometry and Appearance Scene Completion from Sparse Views
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
It Takes Two: Complementary Self-Distillation for Contextual Integrity in LLMs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OmniEgoCap: Camera-Agnostic Sequence-Level Egocentric Motion Reconstruction
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Early Semantic Grounding in Image Editing Models for Zero-Shot Referring Image Segmentation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Spectral Representations for Provably Robust Offline Meta-Reinforcement Learning from Bagged Rewards
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MM-SCALE: Evaluating Evidence-Grounded Moral Judgment in Vision-Language Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Narrative Paradoxes in LLM Inference: Shaping Reasoning Trajectories toward Misalignment
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Characterization of Latent Variable Causal Models Consistent with Observational Data
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Multiscale Supervised Unbalanced Optimal Transport Flow Matching
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OmniSelect: Dynamic Modality-Aware Token Compression for Efficient Omni-modal Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Robust PAC Learning of Concurrent Stochastic Games
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
How Long Does Infinite Width Last? Signal Propagation in Long-Range Linear Recurrences
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DELTA: Robustly Training Label-Conditional Diffusion Models with Weak Annotations
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Towards Scalable Egocentric HOI for Humanoids: Benchmarking Whole-Body Dexterous Interaction with Tactile Prediction
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Keep It CALM: Analyzing the Limits of Global Unsafety in Text-to-Image Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Continuous Open-ended Discovery and Evolution of Skills as Hierarchical Reward Programs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DynamicRad: Content-Adaptive Sparse Attention for Long Video Diffusion
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Calibration without Ground Truth
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Simulation-free Unbalanced Dynamic Optimal Transport with General Growth Penalty
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PickMoment: Continuous-Time Single-Image-to-Video via Learning Deblurring and Blur-to-Video
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
High-Dimensional Conditional Independence Testing via Random Projection Aggregation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PhyTS: A Benchmark for Scientific Time Series
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VTBench: Disentangled and Human-Aligned Evaluation for Image-Based Virtual Try-on
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Claudini: Autoresearch Discovers State-of-the-Art Adversarial Attack Algorithms for LLMs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Detecting Hidden ML Training With Zero-Overhead Telemetry
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Self-Evolution Reasoner: Continuous Optimization via Policy-Intrinsic Exploration and Exploitation
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Adaptive-Margin Masking and Restoration for Balanced Multimodal Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SOLE-R1: Video-Language Reasoning as the Sole Reward for On-Robot Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Local FDR Membership Inference Attacks: Multiple Testing and the Role of Ridge Regularization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CrossWeave: Emergent Cross-Modal Scene and Instance Retrieval from Sparse 2D-3D Alignment
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Generating in the Limit with Infinitely Many Hallucinations
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Conformal Prediction for Distribution-to-Distribution Regression
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
WirelessMathBench-XL: A Contamination-Audited Benchmark for Wireless Mathematical Reasoning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Fractured Interlingua: Geometric Bottlenecks in Cross-Lingual Knowledge Editing
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ParaPC-FM: Accelerating Parallel Sampling via Principled Initialization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OneVL: One-Step Latent Reasoning and Planning with Vision-Language Explanation
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
IGGT4D: Streaming 4D Instance-Grounded Geometry Transformer
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MemoryFusion: Cross-Temporal Memory Learning for Multimodal Video Fusion
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Enhancing Agentic Code Localization with Traceability Recovered from Repository Evolution
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Growing a Neural Network in Breadth, Depth, and Time
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GMOS: Grounding Moving Object Segmentation in 3D Space and Time
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OverLay++: Dense-Overlap Layout-to-Image Generation Dataset
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Self-Recognition Finetuning can Reverse and Prevent Emergent Misalignment
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PRIM: Meta-Learned Bayesian Root Cause Analysis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BALTO: Balanced Token-Level Policy Optimization for Hallucination Mitigation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Propagation of Chaos in Contextual Flow Maps
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Efficient Gradient-Aware Asynchronous Reinforcement Learning for LLM Post-Training
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VLM$^3$: Vision Language Models Are Native 3D Learners
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AutoManifold: Agentic Design of Data Visualisation Algorithms via Manifold Embedding
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Probing Visual Planning in Image Editing Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OpenSanctions Pairs: A Large-Scale Dataset for Pairwise Entity Matching
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reinforced Fast Weights via Next-Sequence Prediction
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
An Efficient Cross-modal Feature Reconstruction Model for Multimodal Multi-class Anomaly Detection
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ProAlign: Progressive Positional and Prototype-Guided Alignment for Aerial-Ground Person Re-Identification
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Refining Compositional Diffusion for Reliable Long-Horizon Planning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ChronosAlign: A Large-Scale, Updatable Benchmark for Decomposing Temporal Alignment in LLMs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ScAn-Bench: Evaluating Scaling Analysis Methodology
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Exposing Private Corpus Leakage in Multimodal RAG
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Unifying Contrastive and Generative Objectives for Visual Understanding and Text-to-Image Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VL-DocIR: A Benchmark for Vision-Based Long Document Retrieval
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Policy-Level Exploration for Coordinated Multi-Agent Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Dynin-Robotics: Omnimodal Unified Diffusion Vision-Language-Action Model
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
One More Time: Revisiting Neural Quantum States from a Reinforcement Learning Perspective
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
$\mathbf{\mathtt{MAD\text{-}Bench}}$: How Do Multimodal Agents Deceive You?
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
QB-Highlights: Quality-Guided Budgeted Highlight Detection in Videos with Dense Query-Relevant Moments
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TALES: Text-Adventure Learning Environment Suite
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Tree Training: Efficient LLM Training on Tree-Structured Trajectories
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Dynamic Delayed Tree Expansion For Improved Multi-Path Speculative Decoding
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Pathway-Aligned Regulator Tokens for Interpretable Spatial Gene Expression Prediction from Histologyatial Transcriptomics Prediction from Histology
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mamba Can Learn Low-Dimensional Targets In-Context via Test-Time Feature Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
WorldComposer: Generative High-Fidelity Simulation with Digital Cousins for Generalizable Robot Learning and Evaluation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Reflexivity Threshold: A Phase Transition for Multi-Agent Performative Prediction
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Intend, Reflect, Refine: An Adaptive Multimodal Reflection Framework for Autonomous Driving
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DataFlex: A Unified Benchmark and Evaluation Platform for Data-Centric Training of Large Language Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
On Data Engineering for Scaling LLM Terminal Capabilities
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CHARM+: Cross-Hardware Attention with Re-Merge Multistream Mechanism
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
How to Interpret Agent Behavior
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FracEncoder: Towards Adaptive Cognitive Trajectories via Fractional-Order Context Encoding
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Latent Riemannian Flow Matching for Geometry-Grounded 3D Foundation Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DualSteer: Dual-Space Steering for Robust Jailbreak Mitigation of Large Vision Language Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OopsWorld! Operation-Grounded Seamless World Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MMOU: A Massive Multi-Task Omni Understanding and Reasoning Benchmark for Long and Complex Real-World Videos
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
How does feature learning change the function space evolution?
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When Are Multimodal Predictions Biologically Supported? A Diagnostic Evaluation Framework
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Joint protein, mRNA, DNA sequence design and optimization with nucleotide-level Potts models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CSCN: The Crossed Subtree Convolutional Network
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
InTAct: Interval-based Task Activation Consolidation for Continual Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Spectral Adaptive Repositioning for Flow-Based Single-Cell Perturbation Modeling
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
REVERSE: Reinforcing Evidence Verification and Search for Agentic Image Geolocation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sharper Regret Bounds for Shampoo
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Fisher Decorator: Refining Flow Policy via A Local Transport Map
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
3DABSeg: Adaptive 3D Ankle Bone Segmentation with Multiscale Feature Fusion Mixture-of-Experts
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Collaborative Reasoning Distillation via Cross-Feedback and Coherent Curation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Distributionally Robust Domain Randomization with Learned Risk-Sensitive Dynamics Samplers
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LongBanana: An Expert-Verified Benchmark for Long-Context Multi-Reference Image Synthesis
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Random features for Grassmannian kernel approximation with bounded rank-one projections
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LINK: Learning to Localize from Known to Unknown Scenes
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rubato: Transcribing Piano Music with Timestamps
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
$SE(2)$-Aware Conditional Distribution Transport for Vehicle Trajectory Generation
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Expert Knowledge to Optimization Modeling: Prototype-Based Data Synthesis and Logical Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Code2World: A GUI World Model via Renderable Code Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Forecasting Downstream Performance of LLMs With Proxy Metrics
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BootstrapAgent: Turning Repository Setup into Reusable Agent Knowledge
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sanity Checks for Sparse Autoencoders: Do SAEs Beat Random Baselines?
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FairSplit: Decomposing the Embedding Space for Fair Classification
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sequential Probability Assignment against Smoothed Adversaries with Unknown Base Measure
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
On Concentration Inequalities for Sampling without Replacement
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Selective Off-Policy Reference Tuning with Plan Guidance
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When Is Rank-1 Steering Cheap? Geometry, Granularity, and Budgeted Search
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Benchmarks Are Not Atomic: Composition-Aware LLM Evaluation using BenchHub
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Diffusion Subgoal Planning for Long-Horizon Offline Goal-Conditioned Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MilliVid: Adaptive Latents for Long-Range Consistency in Video Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PRIME: Poincaré return induced measure for learning partially observed dynamical systems
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PANDA: Prior-guided Attentional Dual-path Architecture
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BMAttn: Block-Aligned Mixed-Precision Attention Quantization for LLM Inference
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Live Music Diffusion Models: Efficient Fine-Tuning and Post-Training of Interactive Diffusion Music Generators
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ROAD: Rule-Grounded Context-Aware Open-World Driver Anomaly Detection
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Concentrated Gradients Amplify Forgetting: Dominant-direction Projection for Continual Multimodal Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Planning Persuasion, Not Utterances: Profile-Conditioned Open-Loop Search for Dialogue Strategy
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Echoes in Filter Bubble: Diagnosing and Curing Popularity Bias in Generative Recommender Systems
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
fev-bench: A Realistic Benchmark for Time Series Forecasting
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DynEdit: Dynamic Entropy-Guided Sequential Editing for Large Language Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Geometry-Aware Post-Hoc Uncertainty Quantification in Operator Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Factorized Gradients for Scalable Highly-expressive Parametric Diffeomorphisms
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GPA: General Principled Framework for Linearizing Softmax Attention via KV Cache Approximation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Understanding the Surprising Generalization Properties of Tabular Foundation Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Bridging Sequence and Structure with Unified Domain Adaptation for Drug-Target Interaction Prediction
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Ideas to Code: Tree-structured Policy Optimization for Automated Algorithm Design with LLMs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AutoDataBench: How Far Are LLM Agents from Autonomously Engineering Post-Training Data Pipelines?
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MESSENGER: Memory-Enhanced Sequential Scene Flow Estimation via Autoregressive Next-Frame Forecasting
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HetCCL: Efficient LLM Training on Heterogeneous Vendor GPUs
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FLINT: Coupling Proximal Initialization and Bounded Stochasticity for Flow-Matching Inverse Problems
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Auditing Instruction Robustness in Vision-Language-Action Models via Diversity-Aware Red Teaming
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Asymmetric Invertible Threat: Learning Reversible Privacy Defense for Face Recognition
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Defense-as-Skill: Evolving Runtime Guard Skill for Skill-Augmented Agents
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CoffeeBench: A Benchmark for Long-Horizon Strategic Decision-Making in Multi-Agent Economies
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Flipping Bits, Not Gradients: Sharpness-Aware Minimization Directly on the Boolean Hypercube
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EventPrune: Cascaded Event-Assisted Token Pruning for Efficient First-Person Dynamic Spatial Reasoning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Do Sparse Autoencoders Learn Meaningful Concept Hierarchies?
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Groups to Rings: Causal Evidence for Algebraic Decomposition in Grokked Transformers
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BodyBench: Evaluating Adversarial Image Defenses Against AI Nudification Inpainting
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ExoC2T: An exogenous-driven spatio-temporal learning framework for cross-city transfer
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Epigenomics-Guided Flow Matching for 3D Genome Super-Resolution
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
What Kind of Diffusion Models Do We Need in Online Reinforcement Learning?
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Stage Light is Sequence$^2$: Multi-Light Control via Imitation Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CLeaR: A Unified Framework for Resolving the Leakage–Degradation Dilemma in Style Transfer
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CTE-Bench: Audited Counterfactual Trace Evaluation for Stateful Software Simulators
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Unified Noise Steering for Efficient Human-Guided VLA Adaptation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Efficient Scaling of LLM Training with Flexible Context Parallelism
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Speculative Self-Distillation enables Efficient Knowledge Internalization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Heteroscedastic TrueSkill: Modeling Match Noise and Player Consistency
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FRESCO: A Novel Consistency Control for Asynchronous Pipeline Parallel Training
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
QUTCC: Quantile Uncertainty Training and Conformal Calibration for Imaging Inverse Problems
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TopoCurve: Geometry-Aware Topology Reasoning via Bézier Curves in Autonomous Driving
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TraceGuard: Defending Multi-Turn Jailbreak Attacks via Prompt-Response Risk Signal Tracking
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
μLM: Rethinking Sub-100M Language Models through Memory-First Design
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Tree-Guided Identify Then Exploit: A Unified Framework of Pure Exploration and Regret Minimization for Dueling Bandits
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reconciling Causality and Non-Equilibrium Thermodynamics with Hamiltonian Causal Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RSPReg: Reliability-aware Structural Prototype Learning for Point Cloud Registration
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Agents as Neuro-Symbolic Reasoners: Path Feasibility Reasoning for Precise Static Bug Detection
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Offline Inverse Reinforcement Learning with Unified Diffusion Planning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TMPO: Trajectory Matching Policy Optimization for Diverse and Efficient Diffusion Alignment
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VisualWorldBench: A Fine-Grained Multi-Task Benchmark for Evaluating Visual World Knowledge in MLLMs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sparkle: Realizing Lively Instruction-Guided Video Background Replacement via Decoupled Guidance
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Causal Discovery under Time-Varying Delays
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reward Modeling for Multi-Agent Orchestration
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Character Mixing for Video Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Surface Recovery Is Not State Recovery: Pressure–Recovery–Relapse in Multi-turn LLMs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BRIDGE: Brain-Vision Representation Integration through Depth and Granularity Encoding
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
NSARM: Next-Scale Autoregressive Modeling for Robust Real-World Image Super-Resolution
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Long-Horizon Agency Belongs in the Harness, Not the Context Window Only
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Cooperative Multi-Agent Reinforcement Learning via Epigraph-Form Guided Exploration
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Improving Neural Decoding Performance for Language BCIs by Explicitly Modeling Context-Induced Noise
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Flow Matching Policy Optimization with Mirror Descent and Entropy Constraints
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ReGDiff: Guided Diffusion in Regulated Latent Space for Exploring Metamaterial Voxel Geometry
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Proprio: Latent Self-Scoring and Inference-Time Refinement for Physically Plausible Video Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Controllable Generative Sandbox for Causal Inference
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Unveiling Entropy-Performance Decoupling in Agentic RL for Tool-Integrated Reasoning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Distributionally Robust Listwise Preference Optimization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
What Makes Two States the Same? Value-Aware State Matching for Multi-Turn Agent Credit Assignment
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Illusion of Diversity: Aligning LLM Exploration via Effective Entropy
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Scientific Claim Stability Framework for Evaluating MRI Morphometry Pipelines
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Robust Reasoning through Guided Adversarial Self-Play
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SuperSycophantic: Stress-Testing Frontier LLMs from Single- to Multi-Turn Sycophancy
[
Slides]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Towards Universal Black-box Attacks on Graph Neural Networks
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Walking Through 3D Spaces: Spatial Routing for Referring 3D Gaussian Splatting Segmentation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Shared-Noise Mechanisms for Verifiable Differentially Private Counting
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Estimating Model-Level Membership Inference Vulnerability Without Reference Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
APPSolver: Adaptive Patch Partitioning for Point-Wise Ship Flow Prediction on Unstructured Meshes
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Optimizing Agent Tool-Use via Trajectory-based Insight Evolution
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Internalize External Competence for Visual Instruction Editing
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
NORMA: Norm-Guided Explanation Subgraph Discovery
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Confounding-Aware Client Selection in Federated Learning via Causal Mediation Analysis
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AdaCal: Adaptive Calibration for Robust Sparse Attention in Long-Context LLMs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CORA: Per-Slice Coherent Orthogonal Rotation for SVD-based Low-Rank Adaptation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MODULE: A Mutual-Promoting Deep Unfolding Framework Towards Degradation-Robust Multi-modal Image Fusion
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Efficient Diffusion Policy Fine Tuning with Latent Noise Representation Bridging
[
OpenReview]
Session
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sydney Poster Session 6
Town Hall
Thu Dec 10 05:00 PM -- 06:00 PM (AEDT) @ Darling Harbour Theatre None
Town Hall
Affinity Event
Thu Dec 10 06:30 PM -- 11:30 PM (AEDT) @ Room 152 (95 theatre) None
Queer in AI and {Dis}Ability in AI Workshop at NeurIPS 2026
Affinity Event
Thu Dec 10 06:30 PM -- 08:30 PM (AEDT) @ Room 152 (95 theatre) None
Muslim in ML (Social event in venue - 2hs)
Paris Invited Talk
Thu Dec 10 06:30 PM -- 07:30 PM (AEDT) @ Grand Amphithéâtre None
Is Mathematics Solved?
Session
Thu Dec 10 07:30 PM -- 08:00 PM (AEDT) None
Paris Oral Session 4
Tutorial
Thu Dec 10 07:30 PM -- 09:30 PM (AEDT) @ Room 141 None
Time Series Foundation Models in Practice: From Forecasting to Classification and EEG Analysis
Session
Thu Dec 10 08:30 PM -- 09:30 PM (AEDT) None
Paris Oral Session 5
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
COMPOSE: Hypergraph Cover Optimization for Multi-view 3D Human Pose Estimation
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Managing Self-Learning Experts under Per-Round Budget Constraints
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Task-Driven Bayesian Experimental Design Yields Singly Intractable Objectives for Joint Policy Training
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Statistical Inference in Causal Partial Identification under Smooth Densities
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Weisfeiler and Leman Follow the Arrow of Time: Expressive Power of Message Passing in Temporal Event Graphs
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
A Hierarchy of Entropy-Shapley Games for Multivariate Predictive Uncertainty
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Unlocking the Duality between Flow and Field Matching
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Timing Is All You Need: SpikeCore, Learnable Delays, and Gain Control for Neuromorphic Classification
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Select-then-differentiate: Solving Bilevel Optimization with Manifold Lower-level Solution Sets
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Sparse Sum-of-Squares Layers for Certified Learning
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
AI Agents May Always Fall for Prompt Injections
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Can Circuit Alignment Predict OOD Generalization?
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Efficient Knowledge Transfer in Federated Bayesian Optimization through Neural Network Surrogates
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Unlocking Volition: Proactive Intention Decoding via Interpretable Graph Learning of Multi-Region ECoG
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Learning to Evolve Scenes: Reasoning about Human Activities with Scene Graphs
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Mini-batch kernel $k$-means
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Uniform Diffusion Models revisited: Leave-One-Out Denoiser and Absorbing State Reformulation
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Towards Unified Dynamic Face Landmark Detection
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
ToS: Tree-of-Skill Reinforcement Learning driven by Behavior Tree for Long-Horizon Manipulation
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
NEAT: Neighborhood-Guided, Efficient, Autoregressive Set Transformer for 3D Molecular Generation
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
A Quantitative Visual Taxonomy of Worldwide Writing Systems
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Learning Subspace-Preserving Sparse Attention Graphs from Heterogeneous Multiview Data
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
TabK: Amortized Bayesian Estimation of the Number of Clusters in Tabular Data
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
MSAlign: Aligning Molecular and Mass Spectra Foundation Models for Metabolite Identification
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Black-Box Inference of LLM Architectural Properties with Restrictive API Access
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Plan4D: Generative Plannable 4D Worlds
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Do Enterprise Systems Need Learned World Models? The Importance of Context to Infer Dynamics
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Training-Free Dynamic Upcycling of Expert Language Models
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
It Just Takes Two: Scaling Amortized Inference to Large Sets
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Fast Gauss-Newton for Multiclass Cross-Entropy
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Fast and Stable Triangular Inversion for Delta-Rule Linear Transformers
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Controlling Temporal Pseudo-Label Marginals for Stable Online Test-Time Adaptation
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
The Multi-Block DC Function Class: Theory, Algorithms, and Applications
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Multi-Armed Bandits With Best-Action Queries
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
No Triangulation Without Representation: Generalization in Topological Deep Learning
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
AudioSphere: Towards Self-Supervised Spatial Audio Representation Models
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Beyond Oversquashing: Understanding Signal Propagation in GNNs Via Observables
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
One Temperature to Rule Them All?
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Geometry-Aware Directional Alignment for Coherent Model Merging
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Complexity of Classical Acceleration for $\ell_1$-Regularized PageRank
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
From Topology to Retrieval: Decoding Embedding Spaces with Unified Signatures
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
ReFree-S2V: Towards Realistic Co-Speech Video Generation via Reward-Free RL and Multilevel Speech Guidance
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
DeCoRL: Decomposed Consistency Reinforcement Learning for Multi-Image Composition
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Compute-Optimal Pretrain--Fine-tune in Ridge Gradient Flow
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Online Resource Allocation With General Constraints
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Securing AI Agents with Information-Flow Control
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Euclidean Score-Based Generative Modeling with Permutation Semantics
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Adaptive Coordinate Transforms for Neural Operators
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
The Bayesian Origin of the Probability Weighting Function in Human Representation of Probabilities
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
The PFAD Not Taken: Measuring Polysemanticity via Feature Affine Decomposition
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Strongly Adaptive Online Learning with Time-Varying Movement Cost
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
EditJudge-Bench: Auditing VLM Image-Edit Judges with Synthetic Ground Truth
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Factual recall in linear associative memories: sharp asymptotics and mechanistic insights
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
CalArena: A Large Scale Post-Hoc Calibration Benchmark
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Terminal Failure Is Not Computational Failure: A Pre-Collapse Readout Regime in Nonlinear Dynamical Learners
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
The Communication Bottleneck: A Round-Trip Study of Compositional Serialization in Language Models
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Less is More: Fewer Tokens and Blocks Make AIGI Detection Faster and More Generalizable
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Long-Rollout Stability in AI Weather Models: A Quantitative Benchmark and Analysis
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
NeuroFaith: Evaluating Mechanistic Faithfulness of LLM Free Text Self-Explanation at the Concept Level
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
SS3D: End2End Self-Supervised 3D from Web Videos
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Privately Estimating Monotone Statistics in Polynomial Time
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Identifiable alignment of unpaired representations
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Concepts Worth Having: Refining VLM-Guided Concept Bottleneck Models with Minimal Annotations
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Optimal Dimension-Free Sampling for Regularized Classification
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Rehearsal-Free Statistical Prototype Regularization for Federated Incremental Learning
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Beyond Isolation: Neighbor-Consistent Data Pruning for Multivariate Time Series Forecasting
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
LEAN: Library-Based Adaptation for Asynchronous, Federated Fine-Tuning
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
How Language Models Compress and Compare: Understanding Selection with Token Covariance Maps
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Finite Resources False Discovery Rate Control on Structured Hypothesis Spaces
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Physics-Informed Optimal Control by Control-Only Supervision with Error Guarantees on Value and Policy
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Jacobian Descent for Multi-Objective Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Temporal Consistency Improves Generalization in Contextual Offline Meta Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Online Set Learning from Precision and Recall Feedback
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
TARP: Trace-Anchored Regularization Prior for Retaining Stepwise Reasoning
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
From Cortical Synchronous Rhythm to Brain Inspired Learning Mechanism: An Oscillatory Spiking Neural Network with Time-Delayed Coordination
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Spectral Annealing: Normalization-Path Exploration for Large-Scale Ising Optimization
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Learning-Augmented Coordination Mechanisms
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Understanding the Co-evolutionary Solution Exchange of the MOEA/D: Minimal Communication Gives Maximal Speed-Ups
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
EchoKV: Efficient KV Cache Compression via Similarity-Based Reconstruction
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Overcoming Rank Collapse in Feedback Alignment
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Handwritten Text Recognition Lives in the High-Pixel Variance Subspace
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Prior Text-Informed Gate Attention Framework for Multimodal Psychiatric Disorder Diagnosis
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Human-Inspired, Task-Dimension-Guided Exploration for Efficient Learning and Transfer in High Dimensions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Alloy Agents Can Be More Dangerous Than Either Model Alone
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Harnessing Data Asymmetry in Manifold Learning
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Learning to target with network interference
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
MOBO-CAPS: Multi-objective Bayesian Optimization with Cardinality-Aware Pareto Selection
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Geometric Factual Recall in Transformers
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Support-Safe Variational Hybrid Filtering for Contact-Mode and Sparse-Law Recovery
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
RL-Guided Contraction of Symbolic Tensor Networks for Quantum Circuit Equivalence
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Fluxtrapolation: A benchmark on extrapolating ecosystem fluxes
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
DynaPFN: Zero-Shot Dynamical System Forecasting with Tabular Prior-Fitted Networks
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Targeted Synthetic Control Method
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Structure vs. Chaos: Asymmetric Entropic Optimization for Enforcing Instruction Hierarchy
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Chaining 2-FWL GNNs for Combinatorial Graph Alignment
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Restoring the RNA-Ligand Interaction Manifold via Topology-Preserving Contrastive Learning under Epistemic Uncertainty
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Dense Structural Compression of Transformers via Gauge-Correct Channel Removal
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Spectral Geometry of Attention: From Information Routing to Uncertainty
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
ROAR: Benchmarking LMM Agents under Real-Time Constraints in Multiplayer Action-Shooter Games
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
When Empathy Misses the Goal: A Benchmark for Goal Displacement in LLM Advice
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
M4Bench: Evaluating Procedural Specification for Clinical EHR Derivation Agents
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
FakeParts: a New Family of AI-Generated Video Forgeries
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Parasite Features: Causal Abstraction Through Spurious Pathways
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Do LLMs Bind Episodes? Probing Cross-Episode Parametric Retrieval Through Shared Cues
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
ASTOR: Multi-Task Code Reinforcement Learning via Utility-Driven Coordination
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
RAMA: Resistance-Aware Multi-Hop Aggregation Graph Representation Learning for Robust Ethereum Account Classification
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Locality-Controlled OOD Guidance for Robust Regulatory DNA Sequence Design
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
A Faster Algorithm for the Half-Trek Criterion in Structural Causal Models
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Evaluation Awareness in Language Models Has Limited Effect on Behaviour
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Avoiding Feature Collapse in Graph ODEs via Hysteretic Topology Evolution
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Auteur: Language-Driven Cinematographic Framing for Human-Centric Video Generation
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
StarWM: Self-Supervised Trained Attention Routing for Robust World Models
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Debiased Counterfactual Generation via Flow Matching from Observations
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Generalized Wasserstein Flow Matching: Transport Plans, Everywhere, All at Once
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Energy-Guided Transport for Projection-Free Physics-Informed Flow Matching
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Gibbs Gradient Descent: A Langevin Approach to Optimization
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Regret minimization in Linear Bandits with offline data via extended D-optimal exploration.
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
An Open-Source Training Dataset for Foundation Models for Black-box Optimization
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
A New Perspective on XAI: Scientific Theory Building for Auditable Artefacts
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Pattern-Based Matrix Analysis Under Permutations
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Finding Simple Proofs for First-Order Optimization
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
UniverSat: Resolution- and Modality-Agnostic Transformers for Earth Observation
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Learning to Search, Searching to Learn: A Closed-Loop Framework for Large-Scale Vehicle Routing
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Auditing Sabotage Bench: A Benchmark for Detecting and Fixing Research Sabotage in ML Codebases
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
AIs with Secret Loyalties are a Serious but Addressable Threat
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Peer Review of Applied Machine Learning Papers Must Include Code Execution
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Primal-Dual Guided Decoding for Constrained Discrete Diffusion
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Min-Max Optimization Requires Exponentially Many Queries
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Weight Space Learning needs to unify benchmarking! A taxonomy of evaluation practices
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
The Ringelmann Effect in Multi-Agent LLM Systems: A Scaling Law for Effective Team Size
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
ExpertNavigator: Functionally Coherent Expert Grouping and Pairwise-Ranked Routing for High-Fidelity Dense-to-MoE Conversion
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Stochastic Grouping Conformal Prediction for Effective Subgroup Reliability
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Neurosymbolic Object-Centric Learning with Distant Supervision
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
What’s in a Smoothness Constant? Tight Rates for Local SGD with Bounded Second-order Heterogeneity
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Graph Distance Based on Cause-Effect Estimands with Latents
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
DynamAuction: a reinforcement learning environment for repeated auction with dynamic value
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Atoms and Pivot Based Correlation Clustering
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Certified Policy Optimisation for Nested Causal Bandits via PAC-Bayes Risk
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
WildBox: A Dataset and Benchmark for Aerial Monocular 3D Detection of African Savanna Wildlife
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
OTformer: Non-Stationarity-Aware Adaptive Optimal Transport Attention for Time Series Forecasting
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Robust Task-Aware State Estimation from Pre-trained Perception
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Realism VS Accuracy: Event Sequence Forecasting from a Generative Modeling Perspective
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Data-Driven Soft Labeling Scales DNA Read Classification to Whole-Body Cell-Type Deconvolution
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Tree-Ensemble Repair through Constrained Optimization
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Space Group Conditional Flow Matching
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Are We Making Progress in Multimodal Domain Generalization? A Comprehensive Benchmark Study
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
BraveATA: Benchmarking Broad and Verifiable End-to-End Automated Theoretical Analysis of Large Language Models
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Rethinking Radar 3D Perception: Representation Learning from Raw Spectra
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
On the Existence of Uniformly Optimal Policies in MDPs under Epistemic Uncertainty
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Localize Any Object in X-Ray Security Scans without Human Annotation
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
GPU-Accelerated Synthesis of Mixed-Boolean Arithmetic: Beyond Caching
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Stable and Scalable Probabilistic Numerical Solvers for Stiff and High-Dimensional ODEs
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Probabilistic Guarantees for Adversarial Linear Contextual Bandits
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
On the Robustness of Watermarking for Autoregressive Image Generation
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Neutral-atom quantum features as complementary structural encodings for graph learning
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Sharp feature-learning transitions and Bayes-optimal neural scaling laws in extensive-width networks
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Learning Density Operator Latent Variable Models via Quantum Information Projection
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Approximate Envy-Free Allocations up to any k Goods
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Can Hybrid-Parallel Planning Support Alternating Model–Strategy Design? Dependency-Keyed Per-Layer Primitives for Re-Planning
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Recursively Trained Diffusion Models: Limiting Collapse Distribution and Spectral Characterization
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
K-prop: Deep Online Learning by Backpropagating Temporal Kernels
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Beyond the Golden Teacher: Enhancing Graph Learning through LLM-GNN Co-teaching
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Recon: Reconstruction-Guided Reasoning Synthesis for User Modeling
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Semantic Priors Meet Statistical Evidence: Robust Forests for Few-Shot Tabular Learning
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Do Not Let Spikes Flip: Margin-Resculpted Learning for Robust Spiking Neural Networks
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Exponential Map Models as an Interpretable Framework for Generating Neural Spatial Representations
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
No-Regret Caching with Delayed Hits
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Why Decoding Sharpens Without Resolving: Lock-in and Confusion in Autoregressive Reasoning
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
DriveHierarchy: A Benchmark for Diagnosing VLM Driving Capabilities from Open-Loop Understanding to Closed-Loop Execution
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Parameter symmetries determine representational geometry in overparameterized nonlinear networks
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
STAC-R: Subspace-Tracked Activation Compression with Residuals
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Generative Modeling under Non-Monotone MAR Missingness via Approximate Wasserstein Gradient Flows
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Improved Baselines with Representation Autoencoders
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
PRISM: Asymmetric Precision-Recall Optimization for Million-Scale Root Cause Analysis
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
From Uncertain Judgments to Calibrated Rankings: Conformal Elo Estimation for LLM Evaluation
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Langevin-Informed Transfer Learning: Replacing the Target Samples by Black-Box Feedback
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Twisted Schrödinger Bridge Matching
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Driving on Memory
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
FedProG: Federated Graph Learning via Server-Side LLM Semantic Bridging and Uncertainty-Aware Distillation
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Tokenizer-Generator Coupling in Medical Image Generation
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
DynaProto: Dynamic Prototypical Contrast for Temporally Consistent Object-Centric Learning
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
NicheIB: Targeted Spatial Bottlenecks for Predictive Microenvironment Discovery
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Objective Shaping with Hard Negatives: Windowed Partial AUC Optimization for RL-based LLM Recommenders
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
The Structural Bias of $\ell_2$-Regularized Cross-Entropy Heads in Class-Incremental Learning: Characterization, Limits, and a Gauge-Anchoring Fix
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Surprisingly consistent failures of post-hoc OOD detectors reveal security concerns in open-set recognition with modern CNNs and ViTs, stemming from representation mismatch
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Marginal-Nonuniform Multiclass Learning
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
A typed tensor language for federated learning
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Online Learning of Group-Stable Coalition Structures
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
stable-worldmodel: A Platform for Reproducible World Modeling Research and Evaluation
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Hierarchical Task Network Planning with LLM-Generated Heuristics
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Exact Combinatorial Optimization for Partial Permutation Synchronization
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Parametric Meets Non-parametric: Bridging Dual Prediction Spaces for Semi-supervised Medical Image Segmentation
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Exploring the Limitations of Layer Synchronization in Spiking Neural Networks
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
From Claims to Context: Holistic Information Verification Requires Contextual Signals
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Trust Guided Decision Transformer
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
$\text{A}^3$-VLA: Automatic Perception-Guided Attention Alignment for Robot Manipulation
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
State-Action Selection in General Stochastic Games under Regularized Policy Gradient Methods
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Random-Set Graph Neural Networks
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Improving Causal Explanations
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
MAGE: Towards Generalizable Multi-timescale EEG Representations
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
WorldCoder-Bench: Benchmarking Physically Grounded 3D World Synthesis
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Itô maps for any-step SDEs
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Is Text All You Need? Text as a Universal Information Bottleneck for Speech LLMs
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Unrolled gradients in disguise: bridging interpolation-based and Jacobian regularization for stable neural dynamics
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
The Optimal Control Foundation of Early Exits – Turnpikes and ResNets
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Mechanistic Insights into LoRA: Layer Sparsity for Adaptive Fine-Tuning via Path Patching
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Events as Triggers for Behavioral Diversity in Multi-Agent Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Normalized Architectures are Natively 4-Bit
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Sublinear Variational Optimization of Gaussian Mixture Models with Millions to Billions of Parameters
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
FFTSparse: Relative-Position Correlation Guided Sparse Attention for Long-Context Language Models
[
OpenReview]
Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Causal Edit Serialization
[
OpenReview]
Bridging the Future Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
AI and Data Science for Her: Training the Next Generation of High School Girls in Nigeria
Bridging the Future Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
The Voice-Native Classroom: Multilingual AI Co-Teachers for Global ML Education
Bridging the Future Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
DTCH Digital Turcologist Bootcamp: Evidence-First, Evaluation-First AI/ML for Under-Resourced Historical Turkic Languages and Cultural Heritage Data
Bridging the Future Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
The 100x Challenge: Compression-First Research Pipeline for Bandwidth-Constrained Regions
Bridging the Future Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
FATE-AI: Futures of Agriculture, Technology, and Ecology in Artificial Intelligence
Bridging the Future Poster
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Wikair (Student-Led Nonprofit), a Global, Youth-Led, Interdisciplinary AI Education Program
Session
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Paris Poster Session 3
Affinity Event
Thu Dec 10 11:00 PM -- 04:00 AM (AEDT) @ Room 153 (341 theatre) None
WiML
Paris Invited Talk
Fri Dec 11 12:30 AM -- 01:30 AM (AEDT) None
Claire Monteleoni
Atlanta Invited Talk
Fri Dec 11 01:00 AM -- 02:00 AM (AEDT) None
Stephanie Jegelka
Break
Fri Dec 11 02:00 AM -- 02:30 AM (AEDT) None
Coffee & Snacks
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
TIER: Trajectory-Invariant Execution Rewards for Multi-Step Tool Composition
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
MetaPI: Constructing Prompt Injection Benchmarks from Any Agent Benchmarks
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
ForecastCompass: Guiding Agentic Forecasting with Adaptive Factor Memory
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Value-Aware Stochastic KV Cache Eviction for Reasoning Models
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Boosting Text-to-Image Diffusion Models via Core Token Attention-Based Seed Selection
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Activation Steering of Video Generation Models via Reduced-Order Linear Optimal Control
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Models Recall What They Violate: Constraint Adherence in Multi-Turn LLM Ideation
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Scale-mixture Langevin sampling in the subspaces of recurrent cortical circuit dynamics
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Finite-Sample Performance of Gradient Descent in Logistic Regression with Gaussian Design
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Reading, Not Thinking: Bridging the Modality Gap When Text Becomes Pixels
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Stress-Testing Neural Network Verifiers with Provably Robust Instances
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Trust Region Continual Learning as an Implicit Meta-Learner
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Towards Matrix-Parallel and Feature-Scalable 3D Gaussian Splatting Rendering on GPUs
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Deep Reasoning in General Purpose Agents via Structured Meta-Cognition
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Precision As You Need: Stochastic Computing Is a Dense Adaptive Quantizer
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Controllable Molecular Generative Foundation Models
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Beyond Interpretability: When, Why, and How Sparse Autoencoders Enable Label-Free Visual Steering
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
The Many Faces of On-Policy Distillation: Pitfalls, Mechanisms, and Fixes
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Geometry-Centered 3D Latent World Models for Growing Surfaces
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Towards a Universal Causal Reasoner
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
DeEscalWild: A Real-World Benchmark for Automated De-Escalation Training with SLMs
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
TabWorld: A World-Modeling Foundation Model for Tabular Generation
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Exposing the Illusion of Erasure in Knowledge Editing for LLMs
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Joint Confounder Selection for Causal Mediation Analysis in High Dimensions
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Masked Sobolev Training for Feasibility-Reliable Optimization Proxies
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Learning When Visual Context Matters for Mouse Behavior Analysis
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
A Locality-Aware Surrogate for Natural-Gradient Descent in Quantum Optimization
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Evaluating Compositional Generalization in Transformers: The Role of Composition Equivalence and Module Coverage
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
SAIR: Cost-Efficient Multi-Stage ML Pipeline Autoscaling via In-Context Reinforcement Learning
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Rethinking Geometric Depth in Monocular 3D Object Detection: A Projection-Consistent Reformulation
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Neural Statistical Functions
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
RigidFormer: Learning Rigid Dynamics using Transformers
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
DistDebug-Bench: Can LLM Agents Diagnose Bugs in Distributed Systems?
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Rethinking Ratio-Based Trust Regions for Policy Optimization in Multi-Agent Reinforcement Learning
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
CAFE: Causally-Guided Automated Feature Engineering with Multi-Agent Reinforcement Learning
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Fixed-Size Active Statistical Inference
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Structurally Separated DAG Learning with Multi-Scale Normalized Closure
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
DSAD: Dynamic Soft Anisotropic Diagrams for Reduced-Order Video Representation
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
DiRotQ: Rotation-Aware Quantization for 4-bit Diffusion Transformers
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
ReSCUE: Re-translation with Sentence Commitment for Unsegmented Long-Form Simultaneous Sign Language Translation
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Learning Latency-Aware Orchestration for Multi-Agent Systems
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Learning When to Denoise: Optimizing Asynchronous Schedules for Latent Diffusion
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
The Best-Laid SCHEMEs: Coordinated Sabotage and Monitoring in Multi-Agent Systems
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
AdaState: Self-Evolving Anchors for Streaming Video Generation
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Dynamic Quadtree Tokenization for Autoregressive PDE Forecasting
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Two is better than one: designing heterogeneous scales in binary rating systems
[
Slides]
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Bypassing PC1 Makes SAEs More Reproducible
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Emergence, Retention and Mitigation of Ill-conditioning due to Basis Lifting in KANs
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Response Time Enhances Alignment with Heterogeneous Preferences
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
The Capability Frontier of GRPO
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Synthesis Through Simulation: Generating Coherent Enterprise Data via Scalable Agent-System Interaction
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Oracle-Robust Online Alignment for Large Language Models
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Swarm Shepherd: Securing Multi-Agent Ecosystems Against Persistent Latent Compromise
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Understanding Reasoning from Pretraining to Post-Training: Chess as a Controlled Testbed
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Brute-Force Jailbreaks and Codon-Aware Watermarking for DNA Foundation Models
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Stability and Diversity of Networked Self-Consuming Generative Ecosystems
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Cognitive bias benchmarks should incorporate insights from ecological rationality
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Breaking the Grid: Distance-Guided Reinforcement Learning in Large Discrete Action Spaces
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Computationally sufficient statistics for Ising models
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
SceneBind: Binding What and Where Across Vision, Audio, and Language
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Budgeted Multi-Source Counterfactual Annotation for Off-Policy Evaluation
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Agent MechSuits : Mechanistic Subspace Safety Steering for Multi-Turn CLI Agents
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
DORA: A Scalable Asynchronous Reinforcement Learning System for Language Model Training
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Rethinking SAE Evaluation: An Atomic Interpretable Unit Framework Reveals Hidden Polysemanticity and Redundancy
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Split-RL: Local Conflict Resolution in Reinforcement Learning
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Rare-Tail Statistics For Learning Biased Gaussian Halfspaces with Label Noise
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Safe-PG-LQR: Provably Safe, Convergent and Optimal Model-Free Linear Quadratic Regulator with Hard Constraints
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Is Backpropagation Optimal? When Synthetic Gradients Improve Sample Efficiency
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Prompt-Driven Exploration
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Neural Dual Bounds: Valid-by-Construction JGLP Warm-Starts for MAP and Constrained MAP
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
PanoWorld: Geometry-Consistent Panoramic Video World Modeling
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
On the Efficiency of Structured Pruning in Small Language Model Pretraining
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
HERO: Improving the Reliability and Sensitivity of Generative Model Evaluation Using Historical Data
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
StepBack: Step-Level Error-Localized Resampling for Efficient Test-Time Reasoning
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Towards Mitigating Deceptive Safety Alignment in Large Reasoning Models
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Chain-of-Generation: Progressive Latent Diffusion for Text-Guided Molecular Design
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Hide-and-Seek in Trajectories: Discovering Failure Signals for VLA Runtime Monitoring
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
SchemeArena: Factorized Stress Testing of Scheming in LLM Agents
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Breaking the Bias Barrier in Concave Multi-Objective Reinforcement Learning
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Elastic Spectral State Space Models for Train-Once Budgeted Inference
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Distributionally Robust Token Optimization in RLHF
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Categorical Bayes filtering for computational phenotyping in adaptive learning
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
PuppetGait: Generalizing Gait Recognition via 3D Body-Aligned LVM Features
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Autoregressive Diffusion World Models for Off-Policy Evaluation of LLM Agents
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
MAST: Label-Efficient, Robust, and Generalizable Sound Detection for Biodiversity Monitoring via Masked Audio Pretraining and Self-Training
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Trust the Direction, Search the Step: Zero-and-First-Order Methods for LLM Fine-Tuning
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
The Geometry of Generative Latents: Navigability and Invertibility
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Attend Locally, Remember Linearly: Linear Attention as Cross-Frame Memory for Autoregressive Video Diffusion
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
RefDecoder: Enhancing Visual Generation with Conditional Video Decoding
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Is $\sqrt{d}$ Separation Necessary for Gradient EM to Learn Gaussian Mixtures in High Dimensions?
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Wasserstein residuals: Learning Gradient Flows from Population Dynamics
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
HEART: Hyperspherical Embedding Alignment via Kent-Representation Traversal in Diffusion Models
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Entropy Dynamics of Agent Reinforcement Learning
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
EgoMo3R: Joint Egocentric Motion and Scene Reconstruction
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
One-Bit Clustering for Two Component Sub-Gaussian Mixture Models
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Powering Up Zeroth-Order Training via Subspace Gradient Orthogonalization
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Budgeting Discretion: Theory and Evidence on Street-Level Decision-Making
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Spin-Weighted Spherical Harmonics Enable Complete and Scalable E(3)-Equivariant Networks
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Concurrent Image Understanding and Generation: Self-Correcting Coupled Markov Jump Process
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Not Suppressing or Purifying: Backdoor Containment via Expert Quarantine and Shutdown in LLMs
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Learning Sparse Compositional Functions with Norm-Constrained Neural Networks
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Graph Label Alignment: A Diagnostic Atlas for Graph Classification
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Theory-Scale Auto-Formalization of Logics for Computer Science
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Generalizing Test-time Compute-optimal Scaling as an Optimizable Graph
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
RADAR: Text-Guided Medical Image Segmentation via Residual Aggregation and Dense Alignment Representations
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
World Tracing: Pixel-Aligned Geometry Beyond the Visible
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Do Graph Neural Networks Learn Generalizable Algorithms for Clustering Graphs?
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Learning What to Remember: Test-Time Training via Context Distillation
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
The parameters in weight-sparse transformers are interpretable
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Hallucination in World Models is Predictable and Preventable
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Multi-Head Recurrent Memory Agents
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
SPATIALEPIBENCH: Benchmarking Spatial Information and Epidemic Priors in Forecasting
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
BrainTRACE: Tracing Longitudinal, Multimodal, and Volumetric Evidence in Brain MRI Clinical Reasoning
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Beyond Incremental Beam Search for Compositional Explanations of Neurons
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Dynamic Expert Sharing: Decoupling Memory from Parallelism in Mixture-of-Experts Diffusion LLMs
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
LoRASpace: A Pool-Wide Shared Substrate for Static and Dynamic Multi-LoRA Composition
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Co-Evolving Interpolants and Flows via Path-Flow Alignment
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
DiffeoMorph: Learning to Morph 3D Shapes Using Differentiable Agent-Based Simulations
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
DeltaPrompts: Escaping the Zero-Delta Trap in Multimodal Distillation
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Trimming the Long-Tail of Visual World Modeling Evaluation
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
XMNoise2Clean: Cross-Modal Denoising Under Sparse Data
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Why Pass@k Optimization Can Degrade Pass@1: Prompt Interference in LLM Post-Training
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Robust Surrogate Modeling for Explainable Graph Neural Networks
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
On the Error Correcting Effects of Stochasticity in Discrete Diffusion
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
MIRROR: Manifold Ideal Reference ReconstructOR for AI-Generated Image Detection
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
GRAPHLCP: Structure-Aware Localized Conformal Prediction on Graphs
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Measuring and Mitigating the Distributional Gap Between Real and Simulated User Behaviors
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
SnapAudit: Active Auditing of Differentially Private In-Context Learning via Snapshot-Based Simulation
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
TopoGraphRAG-Bench: Evaluating Multimodal GraphRAG on Layout-Grounded Evidence Reasoning
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Tail Wags the Model: Generalization and Membership Privacy Trade-offs of Sharpness-Aware Minimization
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Calibrating Agentic LLMs for Clinical Prediction
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Diffusion Model's Generalization Can Be Characterized by Inductive Biases toward a Data-Dependent Ridge Manifold
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Semantic Routing: Exploring Multi-Layer LLM Feature Weighting for Diffusion Transformers
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
XBRIDGE: Entity-Grounded Latent Bridge for Heterogeneous LLM Communication
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Your Hypergradient is Skewed: Antithetic Neumann Estimation for Bilevel Optimization
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Optimal and Efficient Contextual Combinatorial Semi-bandits with General Function Approximation
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
The Stability of Data Exchange in Competitive Markets
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Flow-Based Conformal Predictive Distributions
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Class Adaptive Conformal Training
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
From Collapse to Improvement: Statistical Perspectives on the Evolutionary Dynamics of Iterative Training on Contaminated Sources
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
CineOrchestra: Unified Entity-Centric Conditioning for Cinematic Video Generation
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Axiomatic World Modeling for Physics Reasoning
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Visual Robustness and Neural Alignment in a Shared Foraging Task: The Mouse vs. AI Benchmark
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
InfoSFT: Learn More and Forget Less with Information-Aware Token Weighting
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Adaptive Target-Charging with Privacy Filters and Individual Accounting
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Soft Token Alignment for Cross-Lingual Reasoning
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Firefly: Illuminating Verified Real-world Tool Call Data Generation
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Accelerating Inference of Discrete Autoregressive Normalizing Flows by Selective Jacobi Decoding
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
MotorSense: A Video-EMG Dataset of Motoric Representations for Action Understanding
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
CORP: Closed-Form One-shot Representation-Preserving Structured Pruning for Transformers
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
OdysSim: Building Foundation Models for Human Behavior Simulation
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
CellularS2-Bench: A Staged, Evidence-Grounded Benchmark for Cellular Network Security Reasoning
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Corrective Diffusion Language Models
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Do Semantic Distance Tests Actually Predict Creativity in Large Language Models?
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Reward-Conditioned Reinforcement Learning
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Convergence of Near-Linear Width ReLU Networks with Unbalanced Initialization
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Not all uncertainty is alike: volatility, stochasticity, and exploration
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Generation-for-Understanding with Structured Action Scripts for Embodied Multimodal Learning
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Taking the Road Less Scheduled with Adaptive Polyak Steps
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Synthon Contrastive Learning for Synthesizable 3D Molecule Generation
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
On Worst-Case Guarantees for Graph-Based Nearest-Neighbor Search
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
UltraDiff:Transferring High-Fidelity Priors to Compressed Latent Spaces for High-resolution Image Generation
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Loyalty Capture: Reporting Relationships and Structural Sycophancy in Frontier AI Models
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
A Systematic Analysis of Out-of-Distribution Detection Under Representation and Training Paradigm Shifts
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Dynamic Tokenization via Reinforcement Patching: End-to-end Training and Zero-shot Transfer
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Diagnosing and Repairing Citation Failures in Generative Engine Optimization
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Meta$^n$: Recursive Self-Improvement through Emergent Depth
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Structure-Adaptive Estimation of Heterogeneous Treatment Effects with Kernel Methods
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
(Strongly) Replicable Distribution Testers imply High Probability Distribution Testers
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Coding with "Enemy": Can Human Developers Detect AI Agent Sabotage?
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
DARLING: Detection Augmented Reinforcement Learning with Non-Stationary Guarantees
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Loss is Not Behavior: A Unified Output-Space Analysis of Gradient-Based Machine Unlearning
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Quotient-Categorical Representations for Bellman-Compatible Average-Reward Distributional Reinforcement Learning
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Spectral Stratification of Semantic Abstraction in Vision-Language Models
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Posterior Alternative Calibration in Ambiguous Inverse Problems
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Dual-Granularity Learning for Regression with Continuous Noisy Labels
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
K9-Bench: Evaluating Multimodal LLMs on Canine-Centric Videos
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Coarse-to-Fine 3D MRI Reconstruction via Resolution-Agnostic Neural Operators
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Bottleneck Benchmark: Sequence Compression Under Controlled Difficulty and Fixed Latent Size
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
A Distribution Mapping Approach to Counterfactually Fair Reinforcement Learning
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
HDCS: Hierarchy Discovery and Critic Shaping for Reinforcement Learning with Automaton Specification
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
From Detection to Understanding — A Multi-Task Dataset for Traffic Anomaly Reasoning
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
GlucoFM-Bench: Benchmarking Time-Series Foundation Models for Blood Glucose Forecasting
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
UtoMe: Observation-Uncertainty-Guided Token Merging for Weather Foundation Models
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Justitia: Fair and Efficient Scheduling of Task-parallel LLM Agents with Selective Pampering
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Rethinking Semantic ID Construction for Generative Recommendation: SimHash with Parallel Decoding and Semantic Alignment
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Reliable Abstention under Adversarial Injections: Lower Bounds and New Upper Bounds
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
VICO: Visual Environments Co-Evolving for Vision-Language Model Reasoning
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
STRAND: Sequence-Conditioned Transport for Single-Cell Perturbations
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Leaner transformers can easily learn to cluster
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Sparse Reward Subsystem in Large Language Models
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
MixUni: Joint Multi-Property Prediction for Chemical Mixtures with Physics-Informed Heads
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Online Bayesian Calibration under Gradual and Abrupt System Changes
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
COPRA: Conditional Parameter Adaptation with Reinforcement Learning for Video Anomaly Detection
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Proposing Better Rollouts for On-Policy Distillation
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
RPP: A Certified Poisoned-Sample Detection Framework for Backdoor Attacks under Dataset Imbalance
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Flow Matching for Offline Reinforcement Learning with Discrete Actions
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Token Inflation: How Dishonest Providers Can Overcharge for Large Language Model Usage
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Multi-Objective Reinforcement Learning Using Routed Ensembles and Trajectory Attribution
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
TabDLM: Free-Form Tabular Data Generation via Joint Numerical–Language Diffusion
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Diff-Instruct with Diffused Reward: Towards Principled One-step Generator RL
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
MindVLM: Neural-Grounded Visual Captioning via Subject-Aware Semantic Evidence Selection
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Latent Q-Barrier Shielding for Safe In-Context Reinforcement Learning
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Vision-Language Models Should Commit to a Cézannian Specification
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Rethinking Contrastive Targets in Radiology Language-Image Pretraining
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Revisiting the Generic Transformer: Deconstructing a Strong Baseline for Time Series Foundation Models
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Beyond Task Success: Probing Cognitive Primitives in Web Agents
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
LensCT: Fine-Grained AI-Involved Text Detection via Temporal-Hierarchical Tomograms of LLM Internals
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Your Benchmark Is an Empirical Measure Over Difficulty
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Vision-Language Grounding as Bidirectional Concept Correspondence
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
PRO: Enabling Precise and Robust Text Watermark for Open-Source LLMs
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Procedural Memory Distillation: Online Reflection for Self-Improving Language Models
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
AgentOdyssey: Open-Ended Long-Horizon Text Game Generation for Test-Time Continual Learning Agents
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Persona Vectors: Monitoring and Controlling Character Traits in Language Models
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Relaxed On-Policy Distillation: Selective Credit Allocation for Scaling Reasoning Efficiently
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Model-Adaptive Tool Necessity Reveals the Knowing-Doing Gap in LLM Tool Use
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Clean-Label Poisoning for Gradient-Boosted Decision Trees
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
SMI: Semantic Medical ID for Hierarchy-Aware Concept Representation
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Free Draft-and-Verification: Toward Lossless Parallel Decoding for Diffusion Large Language Models
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
AndroidReality: How Far Are Mobile Agents from the Real World?
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
RoboWits: Unexpected Challenges for Robotic Creative Problem Solving
[
Slides]
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Denoising Time Matters: Diverse Generation in Diffusion Language Models
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Multi-Token Residual Prediction
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Conditional Multi-Event Temporal Grounding in Long-Form Video
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
DriveMind: Mind-Evolving Belief Tracking for Closed-Loop Autonomous Driving
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
CHoRD: Coordinating Scheduling and Data Placement for Efficient Deep Neural Network Inference on Chiplet-Based GPUs
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
HilbertGen-3D:Hilbert--Multifractal Conditioning for Topology-Aware 3D Generation
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Strategic Decision Support for AI Agents
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
When and How Much to Imagine: Adaptive Test-Time Scaling with World Models for Visual Spatial Reasoning
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
CURe: Conservative Unlearning with Soft-Gating Regularization for Offline Reinforcement Learning
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Generalized Robust Adaptive-Bandwidth Multi-View Manifold Learning in High Dimensions with Noise
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
PRISM: Primitive Routing via In-context Skill Mixing for Lifelong VLA
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Lean Refactor: Multi-Objective Controllable Proof Optimization via Agentic Strategy Search
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Scale Where It Matters: Training-Free Localized Scaling for Diffusion Models
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Cost Efficient Fairness Audit Under Partial Feedback
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
GAIA: Geometry-Adaptive Operator Learning for Forward and Inverse Problems
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
DEFT: Disentanglement-Enhanced Fine-Tuning for EEG Foundation Models
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
GraphIP–Bench: How Hard Is It to Steal a Graph Neural Network, and Can We Stop It?
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
COSAC: Counterfactual Credit Assignment in Sequential Cooperative Teams
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Inference and estimation with unidentifiable latent treatment effects
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
VAR-Q: Tuning-free KV Cache Quantization for Visual Autoregressive Image and Video Generation
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
ScreenShot: A Foundation Model for Few-Shot Combination Drug Screening
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Smoothed Score Queries and the Complexity of Sampling
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
A Mechanistic Interpretability Study of an Astronomical Foundation Model
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
A Provably Convergent and Practical Algorithm for Gromov–Wasserstein Optimal Transport
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
RAVEL: Rare Concept Generation and Editing via Graph-driven Relational Guidance
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Decoupled Descent: Exact Test Error Tracking Via Approximate Message Passing
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
When the Same Coefficients Reach Different Places: Asymmetric Realizability in Transplanting Tokenizers across Large Language Models
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Sliced Inner Product Gromov–Wasserstein Distances
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Coverage-Based Calibration for Post-Training Quantization via Weighted Maximum Coverage over Outlier Channels
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Learning Cultural Vectors for Cross-Cultural Generation
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
LLMs can construct powerful representations and streamline sample-efficient supervised learning
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Shellsort as Multi-Scale Relaxation: Learning Spectrum-Matched Gap Schedules
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
ActQuant: Sub-4-bit Action-Guided Quantization for Vision-Language-Action Models
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Contrastive Discovery: Open-Ended Scientific Discovery over Competing Explanations
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
SGD Provably Prioritizes a Shortcut Spurious Feature in the XOR Model
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Inference and Uncertainty Quantification for Streaming $r$-PCA
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Synthetic Tasks for Training AutoResearch
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Agentic AI-Empowered Dynamic Survey Framework
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
GRNAgent: A Multimodal Graph Reasoning Agent for Gene Regulatory Network Inference
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
PEEK: Context Map as an Orientation Cache for Long-Context LLM Agents
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Reasoning Gestures: LLM-Inferred Communicative Functions for Co-Speech Gesture Generation
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Reward Shaping to Improve Language Model Query Generation
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Causal Benchmarks for Multimodal AI Should Measure Categorical Difference, Not Capability Gap
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Early Prediction of Future Behavioral Strategy from Process Traces
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Optimal Linear Regression Without a Variance
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Cross-Fitting for Neural Posterior Estimation
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
DARPAN: Controllability-Aware Residual Filtering for Pretrained Physical Control
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
SAGE: Mitigating Long-Horizon Reasoning Biases via Topological Guidance
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Learning to Trigger: Reinforcement Learning at the Large Hadron Collider
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
ShadowTransfer: A Geographic Transfer Benchmark for Overhead Shadow Detection
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Invertible Logits Transformation for Accuracy-Preserving Post-Hoc Uncertainty Calibration
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
On Inherent Privacy of Posterior Sampling: A Unified R\'enyi-Divergence Framework
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Massively Parallel Exact Inference for Hawkes Processes
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Cross-Distribution Generalization in Longitudinal Behavioral Data Through Frozen Coherence Constraints
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
The Type Theory of Stationary MDPs: Rare Events and Uncertainty Quantification
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Does Sparse Connectivity Improve Generalization? Convolutional Networks Below the Edge of Stability
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Learning a Maximum Entropy Model for Visual Textures using Diffusion
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Argus: A Cross-Regime Benchmark for the Transferability of Uncertainty Quantification in Computer-Use Agents
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
What if Agents Could Imagine? Reinforcing Open-Vocabulary HOI Comprehension through Generation
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Beyond the Trial-and-Error Loop: Hybrid Projection and Automated Tuning for Distributed Training
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Variance-Optimal State Resampling for Reinforcement Learning with Verifiable Rewards
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Closing the Reflection Gap: A Free Calibration Bonus for Agentic RL
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Differentiable Systematic Resampling for Variational Sequential Monte Carlo
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Multi-Objective Causal Bandits: Minimal Intervention Space and Policy-Level Learning
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Stepwise Penalization for Length-Efficient Chain-of-Thought Reasoning
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Mind the Gap: Information Disadvantage as a Learning Signal in Cooperative MARL
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
On the Impact of Side-Information in Bandit Learning: More is Not Always Merrier
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Lie Generator Networks for Nonlinear Partial Differential Equations
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Event-Grounded Sparse Autoencoders for Vision-Language-Action Policies
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Swimba: Switch Mamba Model Scales State Space Models
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
TargetSage: Identifying Therapeutic Target Genes with Interpretable and Robust LLM Reasoning
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Do Pathology Foundation Models Encode Disease Progression? A Pseudotime Analysis of Visual Representations
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
You Only Need Minimal RLVR Training: Extrapolating LLMs via Rank-1 Trajectories
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Spectral-Spatial Interpretation
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
PCBSchemaGen: Reward-Guided LLM Code Synthesis for Printed Circuit Boards (PCB) Schematic Design with Structured Verification
[
OpenReview]
Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Ares: Adaptive Reasoning Effort Selection for Efficient LLM Agents
[
OpenReview]
Bridging the Future Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
AI and Data Science for Her: Training the Next Generation of High School Girls in Nigeria
Bridging the Future Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
The Voice-Native Classroom: Multilingual AI Co-Teachers for Global ML Education
Bridging the Future Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
DTCH Digital Turcologist Bootcamp: Evidence-First, Evaluation-First AI/ML for Under-Resourced Historical Turkic Languages and Cultural Heritage Data
Bridging the Future Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
The 100x Challenge: Compression-First Research Pipeline for Bandwidth-Constrained Regions
Bridging the Future Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
FATE-AI: Futures of Agriculture, Technology, and Ecology in Artificial Intelligence
Bridging the Future Poster
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Wikair (Student-Led Nonprofit), a Global, Youth-Led, Interdisciplinary AI Education Program
Session
Fri Dec 11 02:00 AM -- 03:30 AM (AEDT) None
Paris Oral Session 6
Session
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Atlanta Poster Session 3
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Optimal Convergence Analysis of DDPM for General Distributions
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Unifying Sparsity and Discreteness: One-Shot Pruning for Quantized LLMs via Discrete Optimization
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Control Reinforcement Learning: Token-Level Mechanistic Analysis via Learned SAE Feature Steering
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Prediction-Intervention Games and Invariant Sets
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
You Don’t Need Aligned Representations: Knowledge Distillation via Random Prototype Spaces
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Generate in Reconstruction Space, Match in Semantic Space: Transport Geometry for One-Step Generation
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Hierarchical Conformal Classification
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
HelpBench: Assessing the Ability of LLMs to Provide Privacy, Safety, and Security Advice
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
ScrapeGraphAI-100k: Dataset for Schema-Constrained LLM Generation
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Temporal-Scale Sensitivity in Time-Series Tokenization and Scale-Robust Token Estimation by Gated Sum
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Continuous-Time Distribution Matching for Few-Step Diffusion Distillation
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
TabBioMed: A Large-Scale Benchmark for Biomedical Tabular Learning
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Dancing in Fetters: Pareto-Optimal On-Device LLMs under Hardware Constraints
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Adapting to Conflict: Equilibrium Structure and Adaptive Learning in Harmonic Games
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
The Sampling Complexity of Condorcet Winner Identification in Dueling Bandits
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
A Revisit of Hamiltonian Monte Carlo Efficiency on Bayesian Neural Networks
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
D2D: Detector-to-Differentiable Critic for Improved Numeracy in Text-to-Image Generation
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Redefining Instance Matching: A Unified Framework for Part-Aware Matching in Panoptic Segmentation Evaluation
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Beyond Worst-Case Coreset Bounds for $k$-Clustering via Determinantal Sampling
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Retrieval from Within: An Intrinsic Capability of Attention-Based Models
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Meta-Learning Preferences for Multilingual LLM Alignment
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Few Channels Draw The Whole Picture: Revealing Massive Activations in Diffusion Transformers
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Early Detection of Backbone Divergence via Neighborhood Structure in Learned Embeddings
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Optimizing Social Utility in Sequential Experiments
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Rethinking Layer-wise Model Merging through Chain of Merges
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Towards Complementary Keypoint Detection via Mixture of Detectors
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Personalized Safety in Federated Fine-Tuning of Large Language Models
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Image Generation for Automotive Lidar Open-vocabulary Semantic Segmentation
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Private Prediction via Shrinkage
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Thinking in Boxes: 3D Editing in Real Images Made Easy
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Mean-Field Control on Sparse Graphs: From Local Limits to GNNs via Neighborhood Distributions
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
We Need to Rethink Benchmarking in Anomaly Detection
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Mesh Invaiant Infinite Dimensional Adaptive MCMC for Latent Gaussian Processes
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Routing Subspaces: Auditing Evaluation-to-Deployment Mismatch in Fine-Tuned Language Models
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
DP-EGGROLL: Centered Fitness-Vector Privatization for Backprop-Free Differentially Private Optimization
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Attention Trajectories as a Diagnostic Axis for Deep Reinforcement Learning
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Consistent Geometric Deep Learning via Hilbert Bundles and Cellular Sheaves
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
HARP: Training-Free Dual-Profile Agentic Communication for LLM-Based Recommendation
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Fast, Relaxation‑ and Hyperparameter‑Free Pairwise Worst-Case Class Separation
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Momentum Smooths the Path to Gradient Equilibrium
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Algebraic Machine Learning: learning as computing subsets of the subdirect decomposition from Abstract Algebra
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
VeriGraph: Towards Verifiable Data-Analytic Agents
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Virtual Double Oracle: Faster Convergence by Leveraging Strategies That Were Watching All Along
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Positional Encoding Is All You Need For Scalable Equivariance Constraint Relaxation
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Decentralized Ranking Aggregation via Gossip: Convergence and Robustness
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Global Convergence in Deep Networks via the Second Law of Thermodynamics
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Do Heavy Tails Help Diffusion? On the Subtle Trade-off Between Initialization and Training
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
MONET: A Massive, Open, Non-redundant and Enriched Text-to-image dataset
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Rethinking Expressivity and Efficiency in Test-Time Training
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Speeding up Log-Sum-Exp: Kernel Fusion at the Memory Wall, Integer Arithmetic at the Compute Wall
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Normative Networks for Source Separation via Local Plasticity and Dendritic Computation
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Causal Attribution via Activation Patching
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Beyond Masked Sparsity: SNACK Enables Truly Sparse Neural Networks on GPU
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
On the Bias of Group-Based Advantage Estimation
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
FiLM-CAM: Keyed Feature Modulation for Conditional-Access Watermarking
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Preference-Guided Adversarial Policy Optimization for Long-Tail Robust Driving
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
VolCo: Volumetric Contact for High-Fidelity Human Grasp Generation
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Know What You Need: Efficient Activation Checkpointing
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Velocity Ambiguity Profiles: Time-Resolved Bayes-Risk Diagnostics for Flow Matching
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Match the Geometry, Skip the Surrogate: Extreme Low-Budget Optimization in High Dimensions
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Beyond Parameter Aggregation: Semantic Consensus for Federated Fine-Tuning of LLMs
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
OpenMedReason: Scientific Reasoning Supervision for Medical Vision–Language Models
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
The Dead Salmons of AI Interpretability: The Need for a Statistical Inference Perspective
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Mutable Transcripts: Mitigating Context Pollution through Editable Conversation State
[
Slides]
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Reinforced Evidence-Aware Long Video Understanding
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Fast Alignment of Embeddings: Computational Guarantees for Anisotropic Procrustes-Wasserstein
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Mixture of Attribute-Aware Attention Experts for Fine-grained E-Commerce Composed Image Retrieval
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Midpoint Generative Models
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Shared Modular Recurrence in Contextual MDPs for Universal Morphology Control
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Qrita: High-performance Top-k and Top-p using Pivot-based Truncation and Selection
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Why Do Time Series Models Need Long Context Windows?
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Lost or Hidden? A Concept-Level Forgetting in Supervised Continual Learning
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Near-Optimal Decentralized Stochastic Convex Optimization over Networks
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Conservative Continuous-Time Treatment Optimization
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Towards more general control of diffusion models using Jeffrey Guidance
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Unpaired Canonical Correlation Analysis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Quantifying Concentration Phenomena of Mean-Field Transformers in the Low-Temperature Regime
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Training a Predictive Coding Network on ImageNet using Equilibrium Propagation
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
COVD: Continual Open-Vocabulary Object Detection with Novel Concept Injection
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
ListQA: A Benchmark for Evaluating List-Formatted Factual Knowledge Retrieval in Large Language Models
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Decentralized $\mu^2$-SGD: Narrowing the Parallelism Gap to Centralized Learning
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Sparse Attention as Compact Kernel Regression
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Text-to-CAD Evaluation with CADTests
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Theoretical guidelines for annealed Langevin dynamics in compositional simulation-based inference
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Mosaic: A Benchmark Suite for Differentiable Physics Solvers
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Muon Dynamics as a Spectral Wasserstein Flow
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
NeuroNTP - A Generalizable Multimodal Foundation Model for Epilepsy
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Effective Biological Representation Learning by Masking Gene Expression
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Eyes on VLM: Benchmarking Gaze Following and Social Gaze Prediction in Vision Language Models
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Diversity Curves for Graph Representation Learning
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Too Early for AI-Assisted Peer Review: A Systematic Account of the Limits and Opportunities of Automating Human Judgment
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Measuring Black-Box Confidence via Reasoning Trajectories: Geometry, Coverage, and Verbalization
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Efficient One-to-many Domain Translation via Diffusive Entropic Optimal Transport
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Emergent Semantic Role Understanding in Language Models
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Sub-Gaussian Confidence Intervals for Heavy-Tailed Data: Characterizing the Limits of Inference
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
The Deadline Effect: Identifying and Correcting Temporal Bias in Human Evaluation
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Your Neighbors Know: Leveraging Local Neighborhoods for Backdoor Detection in Decentralized Learning
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Neural Fractional Stochastic Differential Equations
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Optimal Rates for Adaptive Private $k$-PCA
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Solving Stochastic Control under Multiplicative and Internal Noise via Constrained Optimization
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Exact Regular-Constrained Sampling for Variable-Order Markov Generation
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Fixed-Point Masked Generative Modeling
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Lethe: Link Inference Attacks For Evaluation of Edge Unlearning Methods
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
WebArena-Pro: A Heterogeneous, Multimodal, Reproducible Benchmark for Web Agents
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
DAG-Biased Graph Learning for Multimodal Survival on EHR
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Residual Expertise Is Not Decision Value
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Provable State Estimation with Recurrent Models
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
TabPrep: Closing the Feature Engineering Gap in Tabular Benchmarks
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
DC-DiT: Adaptive Compute and Elastic Inference for Visual Generation via Dynamic Chunking
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Efficient and Robust Physical 3DGS-MPM Simulation via Interior Filling and Text-Physics Optimization
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
When Attention Collapses: Residual Evidence Modeling for Compositional Inference
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
AgentRoom: Concurrent Multi-Agent Coding in a CRDT-Backed Shared Workspace
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
The Neural Race Model
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
A General Filter-Enhanced Approach to Smartphone Hyperspectral Imaging
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
StemBind: When MLLMs Get Lost Between Rules and Instances in Abstract Visual Reasoning
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Hybrid Probabilistic Zonotopes for Identifiable and Refinable Predictive Uncertainty
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Cosine is Human: The Reproducibility Ceiling of Perceptual Similarity
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Dimension-Uniform Discretization Analysis of Preconditioned Annealed Langevin Dynamics for Multimodal Gaussian Mixtures
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
BRACE: Bipolar Reference-Aware Calibration and Estimation for Incomplete Multimodal Learning
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Causal Representation Learning for Generalisable Recommendation
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
PE-SHAP: Causally Interpretable Path-Wise Shapley Explanations
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Partition Tree: Conditional Density Estimation over General Outcome Spaces
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
An Educated Guess: Deriving Statistically Aligned Gradient Estimates for Zeroth-Order Optimization
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Constrained MDPs with Trajectory Constraints
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
GradShield: Alignment Preserving Finetuning
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Latent Debate: A Surrogate Framework for Interpreting LLM Thinking towards Binary Decisions
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Breaking Adversarial Transferability in Fine-Tuned Speech Recognition
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Half-Truths Break Similarity-Based Retrieval
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
TIDE: Asymmetric Neural Circuits for Stabilized Temporal Inhibitory-Excitatory Dynamics
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Cheap Per-Component Testing for PLS, Stable Under Rotation
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Minimax Optimal Early-Stopped Gradient Descent for Gaussian Mixture Classification
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Follow the Winners: Conservative Policy Improvement with the Cross-Entropy Method for Critic-Free RFT
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Affine Tracing: A New Paradigm for Probabilistic Linear Solvers
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Causal Abstractions, Categorically Unified
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Think2SQL: Blueprinting Reward Density and Advantage Scaling for Effective Text-to-SQL Reasoning
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
The Panel Complexity of Sortition: Is 12 Angry Men Enough?
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Decoupled Mode Connectivity for Base-to-Novel Generalization in Vision-Language Models
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Semantic Motion Anchors: Bridging Motion and Meaning in Co-Speech Gestures
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Quantizing With Randomized Hadamard Transforms: Efficient Heuristic Now Proven
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
TopoFisher: Learning Topological Summary Statistics by Maximizing Fisher Information
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Computing Thiele Rules on Interval Elections and their Generalizations
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Skip the Hessian, Keep the Rates: Globalized Semismooth Newton with Lazy Hessian Updates
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Curvature-Dependent Lower Bounds for Frank-Wolfe
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
LLM-Enhanced Random Forests in Orthogonal Hyperbolic Subspaces for Tabular Learning
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Generalized Bayes for Causal Inference
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Cluster with Auctions for Vector Search
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Adaptive Multi-view Graph Contrastive Learning via Fractional Continuous Dynamics
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Split the Differences, Pool the Rest: Provably Efficient Multi-Objective Imitation
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
The Future of Facts: Tracing the Factual Generation-Verification Gap
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
A dynamical systems theory of reward-modulated learning in linear recurrent networks
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
The Horizon Threshold in Cooperative Multi-Agent Reward-Free Exploration
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
PENEX: AdaBoost-Inspired Neural Network Regularization
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
ViroGym: Realistic Large-Scale Benchmarks for Evaluating Viral Proteins
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Tessellations of Semi-Discrete Flow Matching
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Rethinking Attention in Depth for Operator Learning
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
An Information-Theoretic Evaluation Framework for Benchmark and Model Diagnosis in Knowledge Tracing
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
POETS: Uncertainty-Aware LLM Optimization via Compute-Efficient Policy Ensembles
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
(Mis)generalization of Helpful-Only Fine-Tuning
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Strategic PAC Learnability via Geometric Definability
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Submodular Multi-Agent Reinforcement Learning for Effective Online Distributed Task Allocation
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
The BV4 Benchmark for Unsupervised Anomaly Detection in High-Dimensional Spectral Data Streams
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
A Generalized Tikhonov Layer for Interpretable-by-design Graph Neural Networks
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
RoSA: Rotational Sparse Adaptation for Memory-Efficient Fine-Tuning
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Memory-Driven Contrastive Embedding Enhancement for Fine-Grained Open-Set Semi-Supervised Learning
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Polar Transformers: $SO(2)^K$-Equivariant Angular Attention for Cryo-EM Image-Set Processing
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
A Spectral Framework for Closed-Form Relative Density Estimation
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
TAMEing the Open-World Personalization: Towards Open-Set Personalized MLLM Assistant
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Attention-based PCA
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Reflected Schrödinger Bridge Matching
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
PDHFormer: Progressive Dual-Head Transformer for Behavioral Choice Prediction
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Depth2Pose: A Pose-Based Benchmark for Monocular Depth Estimation without Ground-Truth Depth
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
GeoDial: A Multimodal Dialog Tutoring Dataset for Geometry Problem-Solving with Visual Tutor Turns
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Within-Model vs Between-Prompt Variability in Large Language Models for Creative Tasks
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Articraft: An Agentic System for Scalable Articulated 3D Asset Generation
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
QMaxCal: Path-Space Regularization for Open Quantum Control via Girsanov's Theorem
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Perception for Action in Latent World Models
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Endowing Your Vision-Language-Action Model with a Predictive Mind
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Large language models suffer from a curse of ambiguity
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Robust Flow Matching under Target Corruption and Label Noise
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
One View Is Enough: In-the-Wild Monocular Pretraining for Novel View Generation
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
InCLAD: A Continual Learning Benchmark for Industrial Visual Anomaly Detection
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Flow-Transformed Implicit Processes for Function-Space Variational Inference
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
SOLA: A Structured Operator Library for Attention in Pretrained Vision Transformers
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Frame the adversary: a structure-aware attack methodology
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Learning Better Certified Models from Empirically-Robust Teachers
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
NOCE-Net: Representation Learning for Battery Operational Context via Nested Sequence Modelling
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
ProSearch: Benchmarking Multi-Constraint Protocol Retrieval in Experimental Science
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
TRIM: A Theory of Retrieval with Incremental Memory -- Defect, Benefit, and Critical Horizon
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
BlockFormer: Transformer-based inference from interaction maps
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Pure Exploration Beyond Reward Feedback: The Role of Post-Action Context
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Enhanced convergence guarantees of score-based generative models in $\mathcal{W}_2$-distance beyond log-concavity
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Beyond Single-Step Likelihood: Gibbs Variational Last Layers for Long-Horizon Dynamics Learning
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Chem-PerturBridge: a harmonized compendium of small molecule perturbation transcriptomic effects
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
CECAR: Cache & Expert Co-Aware Routing Accelerates On-Device Inference of MoE LLMs
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
AgentKernelArena: Benchmarking Performance and Generalization of AI Coding Agents on GPU Kernels Optimization
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Efficient Image Synthesis with Sphere Latent Encoder
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Likelihood-free inference of phylogenetic tree posterior distributions
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
LoopRPT: Reinforcement Pre-Training for Looped Language Models
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Referring and Reasoning Camouflaged Object Segmentation in Audio-Visual Scenes
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
FacePhys: State of the Heart Learning
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
CoPE-VideoLM: Leveraging Codec Primitives For Efficient Video Language Modelling
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Difference of Convex Programming in the Wasserstein Space with Applications to MMD Optimization
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Foveated BagNet: Inherent Interpretability Does Not Exclude Global Context
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Towards High Semantic Fidelity: Hyperdimensional Symbolic Messages in Multi-Agent Communication
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
We Need to Improve Benchmarks in AI for Mathematics
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Neurosymbolic Learning for Inference-Time Argumentation
[
OpenReview]
Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Hard Attention Transformers and BSS-Machines
[
OpenReview]
Bridging the Future Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
AI and Data Science for Her: Training the Next Generation of High School Girls in Nigeria
Bridging the Future Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
The Voice-Native Classroom: Multilingual AI Co-Teachers for Global ML Education
Bridging the Future Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
DTCH Digital Turcologist Bootcamp: Evidence-First, Evaluation-First AI/ML for Under-Resourced Historical Turkic Languages and Cultural Heritage Data
Bridging the Future Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
The 100x Challenge: Compression-First Research Pipeline for Bandwidth-Constrained Regions
Bridging the Future Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
FATE-AI: Futures of Agriculture, Technology, and Ecology in Artificial Intelligence
Bridging the Future Poster
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Wikair (Student-Led Nonprofit), a Global, Youth-Led, Interdisciplinary AI Education Program
Session
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Paris Poster Session 4
Break
Fri Dec 11 04:30 AM -- 06:30 AM (AEDT) None
Retail Lunch
Session
Fri Dec 11 07:30 AM -- 08:30 AM (AEDT) None
Atlanta Oral Session 2A
Session
Fri Dec 11 07:30 AM -- 08:30 AM (AEDT) None
Atlanta Oral Session 2B
Workshop
Fri Dec 11 08:00 AM -- 10:15 AM (AEDT) @ MR C4.2 None
Learn2Design 2026: A physics experiment design competition for gravitational wave detectors
[
OpenReview]
Workshop
Fri Dec 11 08:00 AM -- 10:15 AM (AEDT) @ MR C4.3 None
Predictive AI Evaluation Competition
[
OpenReview]
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ Cockle Bay Room 2 None
NeurIPS 2026 Workshop on Tackling Climate Change with Machine Learning
[ OpenReview]
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ MR C3.2 None
AI for Stochastic Dynamics: From Theoretical Foundations to Scientific Applications
[ OpenReview]
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ Hall 5 None
The Third Workshop on Agents in the Wild: Safety, Security, and Beyond
[ OpenReview]
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ MR C4.5 None
Foundation Models for Temporal Systems: From Forecasting to World Modeling
[ OpenReview]
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ Grand Ballroom B2 & B3 None
Physical Understanding for Decision-Making: Bridging Foundation Models and Reliable Agents
[ OpenReview]
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ MR C4.6 & C4.7 None
Machine Learning for Simulations in Biology and Chemistry - The 2nd SIMBIOCHEM Workshop
[ OpenReview]
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ MR E5.4 & 5 None
NEmo: Neuro-Symbolic Embodied Intelligence
[ OpenReview]
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ MR C2.2 & C2.3 None
Grounded and Faithful Vision-Language Models for Real-World Deployment
[ OpenReview]
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ Parkside 1 None
Diffusion Language Models: Foundations, Efficiency, and Reasoning
[ OpenReview]
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ MR C4.4 None
Collaborative, Open, and Decentralized Training of Foundation Models
[ OpenReview]
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ MR C4.1 None
World Models in Physical AI
[ OpenReview]
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ Hall 3 None
Managing Agents that Manage Agents: Workshop on Responsible Use of Meta-Agents that Build, Optimize, and Supervise Other Agents
[ OpenReview]
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ MR C4.11 None
AI at Scale for Clinical Impact (ASCI): Cancer Pathology Foundation Models
[ OpenReview]
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ MR C3.3 None
AI for Drug Discovery: Bridging the Translation Gap
[ OpenReview]
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ Cockle Bay Room 1 None
NeurIPS 2026 Workshop on Dynamic Alignment in Human-AI Coupled Systems
[ OpenReview]
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ Parkside 2 None
Robot Learning with World Models: Capabilities, Frontiers, and Challenges
[ OpenReview]
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ MR C3.6 None
Workshop for Autonomous Machine Learning Research
[ OpenReview]
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ Grand Ballroom B1 None
Agentic AI for Biological Discovery: Toward Closed-Loop Life-Science Intelligence
[ OpenReview]
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ MR C3.4 & C3.5 None
Agentic AI Benchmark and Application for Enterprise Tasks
[ OpenReview]
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ MR C4.8 None
I Can’t Believe It’s Not Better (ICBINB): Failure Modes of AI in Biology
[ OpenReview]
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ Hall 2 None
Interpretability as a Science: Toward Rigorous Foundations for Understanding LLMs
[ OpenReview]
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ Hall 1 None
OPT 2026: Optimization for Machine Learning
[ OpenReview]
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ Hall 4 None
Symmetry and Geometry in Neural Representations NeurIPS Workshops 2026
[ OpenReview]
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ MR C2.5 & C2.6 None
AgenticOS: Co-designing Systems and ML Foundations of an OS Layer for Agentic AI
[ OpenReview]
Break
Fri Dec 11 08:30 AM -- 09:00 AM (AEDT) None
Coffee & Snacks
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
AI Governance Should Prioritize Control and Knowledge Boundaries Over Limiting Intelligence
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
AnaDiffusion: Anatomically Compositional Latent Diffusion for Controllable 3D Brain MRI Generation
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Measuring and Strengthening Behavioral Suppression in Language Models
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
When Expert Disagreement Hurts: Auditing Prestige-Sensitive Revision in LLM Decision Pipelines
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Evaluating an Evaluation: Membership Inference Attacks as Machine Unlearning Diagnostics
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Theory on Attention Dynamics for Out-of-Distribution In-Context Learning
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Demystifying Classifier-Free Guidance for Auto-Regressive Image Generation
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SceneFactory: GPU-Accelerated Multi-Agent Driving Simulation with Physics-Based Vehicle Dynamics
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Less Decoder is More Encoder: Geometric Representation Learning from Novel View Synthesis
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Qubrio: High-Performance Quantum Compilation via Multi-Agent LLM Collaboration
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Bernini: Latent Semantic Planning for Video Diffusion
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Signature Approach for Contextual Bandits with Nonlinear and Path-dependent Rewards
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Trajectory Planning without Trajectory Data: A Manifold-Guided Approach
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Auditing Evidence Framing at NeurIPS: A Decade-Scale Study of Accepted Papers
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Stochastic Approximation Approach for Decentralized Optimization on Time Varying Random Networks
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
MaPPO: Maximum a Posteriori Preference Optimization with Prior Knowledge
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
The Prestige: Benchmarking Cognitive Visual Reasoning using Magic Tricks
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Coreset-Induced Conditional Velocity Flow Matching
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Watermarking Without Standards Is Not AI Governance
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Strong Teacher Not Needed? On Distillation in LLM Pretraining
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
FlowBank: Query-Adaptive Agentic Workflows Optimization through Precompute-and-Reuse
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
On the Primacy Bias in RLVR Training
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
The Reasoning Boundary Paradox: How Reinforcement Learning Constrains Language Models
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Safe in Its Own Words: Self-Guided Safety Alignment for Multimodal Reasoning Models
[
Slides]
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Row-Private Symmetric Cone Programming: Scale-Efficient Algorithm and Lower Bound
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Introspection Tools Help LLMs Understand and Control Themselves
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
From Nodes to Pixels: Topological and Structural Two-View Graph Imaging
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Controllable and Content Based Recommendations
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Unlearning Diffusion Policies via Relative Fisher Forgetting
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Efficient Test-time Adaptation through Candidate Verification and Divergence Shifts
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Attention Sinks and Outliers in Attention Residuals
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Transolver-GMsFEM: A Hybrid Framework for High-Contrast Multiscale PDEs on Irregular Grids
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Fast Rates for Offline Contextual Bandits with Forward-KL Regularization under Single-Policy Concentrability
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Majority Bit-Aware Watermarking for Large Language Models
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Persistent-Transient Policy Evaluation for Markov Chains via Minimal Peripheral Quotients
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Beyond Copy-Paste: How Well Do Subject-Driven Video Models Understand Their Subjects?
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Fair Division of Work in Collaborative Mean Estimation via Bargaining
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Sample Complexity of Linear Regression under Random-Location Coordinate Corruptions
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
VolFill: Single-View Amodal 3D Scene Reconstruction with Volumetric Flow Matching
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Free energy Estimation on Any State Space
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
CoMMa: Contribution-Aware Medical Multi-Agents for Decentralized Oncology Decision Support
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Improved Leverage Score Sampling for Constrained Active Linear Regression
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Say the Same, Act Differently: Text-Orthogonal Action Subspaces in Reasoning Vision-Language-Action Models
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Regret–Oracle Complexity Tradeoffs in Agnostic Online Learning
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Ultra Fast PDE Solving via Physics Guided Few-step Diffusion
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
VeriContest: A Competitive-Programming Benchmark for Verifiable Code Generation
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Consumer Search and Social Learning in Agentic Markets
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
OpInf-LLM: Parametric PDE Solving with LLMs via Operator Inference
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
RefineAny3D: Depth Refinement as Semantic Alignment for Monocular 3D Detection
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Stop Mechanizing Reform Heuristics as Scientific Quality Filters in AI Review
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Rep2Text: Decoding Full Text from a Single LLM Token Representation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Optimal Contextual Pricing under Agnostic Non-Lipschitz Demand
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Sparse Internal Control of Language Models
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
UniVL: Unified Vision-Language Embedding for Spatially Grounded Contextual Image Generation
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Global Optimality for Constrained Exploration via Penalty Regularization
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
RxGS: Receiver-Generalizable 3D Gaussian Splatting for Radio-Frequency Data Synthesis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Learning Preference Representations for Preference-Conditioned Image Generation
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Beyond 3 Million Tokens: A Multi-Modal Foundation Model for Full-Resolution Heliophysics
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Verify0: Can AI Agents Build Formally Verified Software Repositories?
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
A Latent-Load Framework for Reliability Analysis and Intervention Design in LLM Pipelines
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Inference Time Nash Alignment
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
\$OneMillion-Bench: How Far are Language Agents from Human Experts?
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Iterative Gumbel Planning for Continuous Control
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Mecha-nudges for Machines
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Position: LLM Privacy Requires a Lifecycle-Wide Approach
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Limits and Potential of Score-Based Data Valuation: Redundancy, Complementarity, and Non-Monotonicity
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
\texttt{FEROM}: Frontier Endogenous Reveal-Order Marginal Policy Optimization for Masked Diffusion LMs
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Graph Sparse Sampling: Breaking the Curse of the Horizon in Continuous MDP Planning
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
The Complexity Kink: LLM Rubric Instruments for Causal Inference on Code Generation Reliability
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Imperfect Influence, Reliable Rankings: A Theory of TRAK for Data Attribution
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Constrained Code Generation with Discrete Diffusion
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
When, Where, What: Structural Guarantees for Travel Time Prediction on Temporal Graphs
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
RSPO: Reasoning-Supervised Policy Optimization for Long-Tail Autonomous Driving
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
One-Shot Generative Flows: Existence and Obstructions
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
See it to Place it: Evolving Macro Placements with Vision Language Models
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
AlgoPilot: Cross-Paradigm Reasoning in Language Models via Strategy Selection and Guidance
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
LCD$^3$: Layout-Conditioned Diffusion for Dataset Distillation in Object Detection
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
ScreenSearch: Uncertainty-Aware OS Exploration
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Mechanistic Critics for Sample-Efficient NPU Design-Space Exploration
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
FlashFFN: Multi-Head Decomposition Enables I/O-Aware Feed-Forward Network
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Informed Posterior Sampling: More Efficient Online Learning with Few Offline Demonstrations in Average-Reward MDPs
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Enabling approximate joint sampling in diffusion LMs
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Risk-Averse Online POMDP Planning via CVaR of the Immediate Cost with Performance Guarantees
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
FlashEvolve: Accelerating Agent Self-Evolution with Asynchronous Stage Orchestration
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Benchmarks as Measurement Instruments: Quantifying Signal and Noise for More Efficient AI Evaluations Under Distribution Shift
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Geometry-Aware Score-Repellent Monte Carlo
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
No Coin Left Behind: Maximizing Strategic Surplus Against No-Regret Dynamics
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Entropy Distribution as a Fingerprint for Hallucinations in Generative Models
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SpecDrop: Parameter-Free Category-Conditioned Routing for Modular Specialization
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
MammoGPS: A Benchmark for Visual Grounding, Perception, and Spatial Reasoning in Mammography
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SCDM: Scalable Causal Discovery in Nonlinear Temporal Systems with Meta-Learning
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SAGE: Evidence-First Biomarker Discovery through Multi-Agent Reasoning
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Optimal Recalibration of an Online Predictor
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Towards Reconstructing Geographically Diverse Architecture with 3D Foundation Models
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
AmbientFM: A Foundation Model for Ambient Sensing
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Testing and Estimation of Contextual Generalized Thurstone Models
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
FaceProbe: Recovering HDR Environment Map via Masked Diffusion and Physical Preference
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Mitigating Label Bias with Interpretable Rubric Embeddings
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Dense Flow from Adaptive Correspondence
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Learning from Trials and Errors: Reflective Test-Time Planning for Embodied LLMs
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Layerwise Progressive Freezing: A Training Scaffold for Depth-Scalable Binary Networks
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Graph Anomaly Detection as Dynamical Transport: Training-Free Scoring via Empirical Bayes
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Spectrally Parameterized Neural Inverse Reconstruction
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
ReCoVer: Resilient LLM Pre-Training System via Fault-Tolerant Collective and Versatile Workload
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Beyond Pessimism: Offline Learning in KL-regularized Games
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Near-Optimal Last-Iterate Convergence for Zero-Sum Games with Bandit Feedback and Opponent Actions
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Escaping Reasoning Basins: Basin-Aware Search for Inference-Time LLM Reasoning
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Actor-Accelerated Policy Dual Averaging for Reinforcement Learning in Continuous Action Spaces
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
The Power of a Random Sample in Online Algorithms
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Model-based Bootstrap of Controlled Markov Chains
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
RAVEN-Bench: A Paired EO-IR Video QA Benchmark for Aerial Multimodal Understanding
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
GazeFlow: From Human Gaze Behavior to Generative Egocentric Gaze Prediction
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Aligning Forest and Trees in Images & Long Captions for Visually Grounded Understanding
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
GlucoFM: A Dual-Stream Foundation Model for Continuous Glucose Monitoring
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Concept Modulation Models: A Unified Framework for Identifiability and Extrapolation
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Embedding Security Properties into AI-Enabled Cyber-Physical Systems
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SEED: Self-Speculative Decoding via Implicit Encoder–Decoder
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Offline Preference-Based Trajectory Evaluation
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
A Unified Spectral Theory of Multimodal Losses
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Learnable Low-Rank Polynomial Sketch for Effective Linear Attention
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
When Simulation Lies: A Sim-to-Real Benchmark and Domain-Randomized RL Recipe for Tool-Use Agents
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
On the Parallel Optimality of Exponentiated Gradient Descent
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
DopplerWild: A Doppler Dataset and Benchmark for Human Kinematic Understanding in the Wild
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Online Finetuning Decision Transformers with Pure RL Gradients
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Where Tabular Foundation Models Falter on Genetic Data: Datasets That Expose and Provide a Path to Address the Gap
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Geometry over Density: Few-Shot Cross-Domain OOD Detection
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
When Are Compositional Problems Learnable from Verifiable Rewards?
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Generative Conformal Prediction with Optimized Coverage Allocation
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
The Cost of Absolute Position: A Spread-Expressivity Tradeoff for Additive Positional Encodings
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
CCDiff: Inverse Canonical Correlation Analysis for Discovering Visual Differences in Natural Language
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Synthetic Worlds for Temporal Evaluation and Knowledge Updating in LLMs
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Compute Aligned Training: Optimizing for Test Time Inference
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
TAC: Timestamped Audio Captioning
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Vision to Geometry: 3D Spatial Memory for Sequential Embodied MLLM Reasoning and Exploration
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
VerifyThisBench: Joint Evaluation of Code, Specifications, and Proof
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Know Your Task, Learn It Right: Task-Aware Optimistic Value Learning for Multi-Task Multi-Agent Reinforcement Learning
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
RepoLaunch: Automating Build and Management of Code Repositories across Languages and Platforms
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Query Lower Bounds for Diffusion Sampling
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Jet-Long: Efficient Long-Context Extension with Dynamic Bifocal RoPE
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
MOVEBENCH: A Benchmark for Global-Scale Wildlife Movement Forecasting
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Speakeasy: Auditing Cheap Signals in Peer Prediction
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
MEMAUDIT: An Exact Package-Oracle Evaluation Protocol for Budgeted Long-Term LLM Memory Writing
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Sparse Expansion Utility: Identifying and Routing to Pivotal Steps in LLM Reasoning Chains
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Covariate-Adjusted Deep Causal Learning for Heterogeneous Panel Data Models
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
A Curvature Phase Transition Governs Coherence Penalty Efficiency Against Feature Absorption in SAEs
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Conceal, Reconstruct, Jailbreak: Exploiting the Reconstruction--Concealment Tradeoff in MLLMs
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
All-in-one Adverse Weather Removal via Prior-modulated and Velocity-constrained Rectified Flow
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Smoothed Elicitation Complexity for Approximate $\Gamma$-calibration of Discrete Classification Tasks
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Beyond Scalar Distances: Semantic Attribute Gradients from Frozen MLLMs for Visual Embeddings
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Generalized Smooth Stochastic Variational Inequalities: Almost Sure Convergence and Convergence Rates
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Cardinality-Decomposed Loss for Heterogeneous GNNs
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Bayesian Additive Distribution Regression
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
3D Point Splatting for mmWave Radar Novel View Synthesis
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
CipherFlow: Hardware-Aware Compiler Framework for Low-Latency Hybrid Secure Inference
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Model Cascades with Provable Per-Class Quality
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
VFIG: Vectorizing Complex Figures in SVG with Vision-Language Models
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
A Steerable Deep Network for Model-Free Diffusion MRI Registration
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
OLA-Place: Cross-Modal Place Recognition without Global Descriptors
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Hierarchical Graph Alignment for Cross-Modal 3D Scene Grounding
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
CMPQ: Compensatory Quantization via Input-Aware Hessian Damping
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
ECHO: Terminal Agents Learn World Models for Free
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Decision Focused Scenario Learning for Contextual Stochastic Programming
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Curriculum proof repair with learned counterexamples
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Training Agent to Scale Inference-Time Reasoning
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
HESTIA: A Hessian-Guided Differentiable Quantization-Aware Training Framework for Extremely Low-Bit LLMs
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Theoretical Limits of Language Model Alignment
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Self Driving Datasets: From 20 Million Papers to Nuanced Biomedical Knowledge at Scale
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Do Thinking Tokens Help with Safety?
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
ChanSFormer: A Channel Agnostic Vision Transformer for Multi-Channel Cell Painting Images
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
DD-CAM: Minimal Sufficient Explanations for Vision Models Using Delta Debugging
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
RILA: A Radar-Native Structured Interface from Sparse mmWave Point Clouds to Large Language Models
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Understanding the Effects of Neuron Dominance in Deep Reinforcement Learning
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Two-Fidelity Best-Action Identification for Stochastic Minimax Tree
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Backdoor Purification for LoRA-Tuned LLMs via Null-Space Projection
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
PIVOT: A Unified Agentic Framework for Streaming Long-Video Understanding
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SarcBench: A Bilingual Benchmark for Contextual Sarcasm Understanding, Response, and Generation
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Searching Videos as Trees: Self-Correcting Agents for Grounded Long Video QA
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Reading Positional Coupling in Transformers with Diffusion Scores
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Calibration without labels in multiple testing
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
From Zero to Hero: Training-Free Custom Concept Spawning in World Models
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
RECIPE: Procedural Planning via Grounding in Instructional Video
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Beyond LoRA vs. Full Fine-Tuning: Gradient-Guided Optimizer Routing for LLM Adaptation
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
A Theory of Adversary-Directed Online Learning
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
The Value of Being Wrong: Self-Mined Visual In-Context Learning from Errors
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Inverse Reinforcement Learning with Just Classification and a Few Regressions
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Optimal Rates for Pure $\varepsilon$-Differentially Private Stochastic Convex Optimization with Heavy Tails
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
On the Token Value Inequality in Efficient Reasoning
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Generalizing Action-Conditioned Latent World Models with Video Model Rewards
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Tiny but Trusted: Efficient Vision-Language Reasoning for Time-Series Anomaly Detection
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
The Power of Menus in Dynamic Pricing: Near Optimal Regret and Equivalence Results
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
ArcMark: Distortion-Free Multi-Byte LLM Watermark via Optimal Transport
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
When Attribution Patching Lies: Diagnosis and a Second-Order Correction
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Grouped Adaptive Head Mixing for Personalized Multi-Task Federated Reinforcement Learning
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Low-Rank Hierarchical Merging for Efficient Long-to-Short Reasoning
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Multi-agent Collaboration with State Management
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
One-Shot Private Confidence Regions via Resampling
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Learning When to Think: Adaptive Internal Computation for Reinforcement Learning
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Variational Inference via Entropic Transport Descent
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Why Transformer-Based Language Models Need Explicit Mechanisms of Cognitive Control
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
PIGRAM: An Interpretable Patch--Motif Interaction Grammar for Protein--Nucleic-Acid Recognition
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Train on the Sphere, Deploy on the Hill: Closed-Form-Anchored Surrogates for Real-Terrain Boundary-Integral Equations
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SemanticDialect: Semantic-Aware Mixed-Format Quantization for Video Diffusion Transformers
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Harder the Task, Sparser the Representation: Sparsity as a Learning Signature of Capability in LLMs
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
On Lipschitz Explosion in Deep Neural Networks with Normalization: Consequences for Optimization and Robustness
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Optimal Byzantine-resilient Federated Learning with User-level Differential Privacy
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SPANUQ: Span-Level Uncertainty Quantification for Large Language Model Generation
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
GRAM: Group-wise Rank-Aware Modal Merging via Subspace Alignment
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Temporal Island Sparse Autoencoders for Interpreting Clinical Time-Series Models
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Fairness Failure Modes of Multimodal LLMs
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Motion Cues from Image-based Point Tracking for LiDAR Scene Flow Estimation
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Hyper Input Convex Neural Networks for Shape Constrained Learning and Optimal Transport
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Approximate Matrix–Vectors Under a Bounded $\ell_1$ Assumption and Applications to Kernel Matrices
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
sMMC-22M: A Context-Aware Dataset and Benchmark for Single-Cell Spatial Transcriptomics
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
DEBATE: A Large-Scale Benchmark for Evaluating Opinion Dynamics in Role-Playing LLM Agents
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
HierFlow: Hierarchical Coupled Dual-Space Search for Automatic Agentic Workflow Generation
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SpecForge: Agent-Oriented Code Documentation Optimization via Multi-Frontier Tree Search
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
The Invisible Hand of Physics: When Video Diffusion Models Know More Than They Show
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
INFUSER: Influence-Guided Self-Evolution Improves Reasoning
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Predicting Plasticity in Deep Continual Learning: A Theoretical Perspective
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Counterfactual Distillation: Internalizing Reflective Experience into LLM Agent
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Beyond Empirical Support: Structured Outlier Generation via Sinkhorn Optimal Transport
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SLOT-IR: Learning Disentangled Slot Representations for Infrared Spectral Unmixing
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
LLMs Improving LLMs: Agentic Discovery for Test-Time Scaling
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Coherent Routing in Decision Trees: Phase-Interference Learning for Interpretable Tabular Prediction
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Policy-DRIFT: Dynamic Reward-Informed Flow Trajectory Steering
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Language Models Need Sleep
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
DICE: Decoupling Capability from Intervention Necessity in LLM Tutoring
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Knowing Without Saying: How Contextual Evidence Survives but Fails to Surface in Transformers
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Acting without Knowing: Planning, Prediction, and Transfer Dissociate in Interactive Visual Physics
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Scaling Arbitrary Architectures and Optimizers with Automatic Parameterization
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Predicting and improving test-time scaling laws via reward tail-guided search
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
CODA: Rewriting Transformer Blocks as GEMM-Epilogue Programs
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Causal Multi-Task Demand Learning
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Causal Effects with Unobserved Unit Types in Interacting Human–AI Systems
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
RepFusion: Leveraging Multimodal Priors for Denoising in Representation Space
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Conformal Prediction with Paraphrase-Aware Scoring for LLM Uncertainty Quantification
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
When Form Changes but Logic Doesn’t: Building Logic-invariant LLMs through Structures
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Optimizing Retraining Schedules via Learning Curves
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Margin Dynamics for Large Language Model Alignment
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
REINS: Learning Inertia-Induced Geometry for Physics-Consistent Motion Representation in Clinical Gait Phenotyping
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Quantum Speedup of Multi-armed Bandits at Scale by Tackling Memory Decoherence
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Online Maximization of Non-Decomposable Test and Population Utilities
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
High-dimensional Gaussian Graphical Model Testing for Long-Memory Time Series
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Budgeted Quotient-Residual Guidance for Frozen Pocket-Conditioned Molecular Diffusion
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Matrix-Free Stochastic Training of Low-Rank Spectral Graph Learning via Randomized Adaptive Spectral Estimation
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
LLM-ACES: Closed-Loop Discovery of Dynamic Systems with LLM-Guided Adaptive Search
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Rethinking the Readout: Unlocking Video Backbones for AI-Generated Video Detection
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
ML-assisted Randomization Tests for A/B Experiments
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Elastic Representations via Hyperbolic Geometry
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
RAHF: Reward-Amplified Human Feedback for Closed-Loop Policy Fine-Tuning
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
CupOFMoCA: Coupled Objective-Guided Discrete Flows for Molecular Conjugate Assembly
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
A Unified Uncertainty Representation for Graph Neural Networks via Doubly-Spectral Stochastic Expansion
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
PhysGraphNet: Physical-State Scene Graphs via Latent Graph Reasoning and Counterfactual Supervision
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Clustering with Weak Distance Oracles
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Unsupervised Concept Discovery with Dirichlet Concept Diffusion Models
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Ensemble Selective Classification
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
StyleStream 2.0: Fast and Controllable Streaming Voice Style Conversion
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
MT-JailBench: A Modular Benchmark for Understanding Multi-Turn Jailbreak Attacks
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Flash-SD-KDE: Accelerating SD-KDE with Tensor Cores
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Physics-Conditioned Video Diffusion with Kinematic Priors for Fusion Capsule Polishing
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Constraint-Aware Influence Estimation in Deep Constrained Learning
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
JODA: Composable Joint Dynamics for Articulated Objects
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Subliminal Transfer of Unsafe Behaviors in AI Agent Distillation
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
DoFP-Aligned Lookup Tables for Real-Time Polarization Demosaicking
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
TensorCommitments: A Lightweight Verifiable Inference for Large Language Models
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
ShadowBench: Exposing Lexical Anchoring and the Illusion of Forgetting in Large Language Models
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
How does RL Post-training Induce Skill Composition? A Case Study on Countdown
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
AgentCollabBench: Diagnosing When Good Agents Make Bad Collaborators
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Minimally Invasive Steering of Language Models
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SceneAligner: 3D-Grounded Floorplan Localization in the Wild
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
To trust or not to trust: Attention-based Trust Management for LLM Multi-Agent Systems
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
MedVIGIL: Evaluating Trustworthy Medical VLMs Under Broken Visual Evidence
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Back to Blackwell: Closing the Loop on Intransitivity in Multi-Objective Preference Fine-Tuning
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
CLAMP: A Sim-to-Real Benchmark for Closed-Loop Kinematic Pose Estimation and Assembly Reasoning
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Residual-Autoregressive Context for 3D Gaussian Splatting Compression
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Reinforcement learning enhanced flow matching for reference-based tumor generation on unpaired CT images
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
AnyHand: A Large-Scale Synthetic Dataset for RGB(-D) Hand Pose Estimation
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
RecoverBench: A Systematic Benchmark for Error Recovery in Robotic Manipulation
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Learning a Unified Cross-Model Semantic Dictionary via Gated Bottleneck Sparse Autoencoders
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
A low-rank decoder bottleneck bounds reliability in foundation-model perturbation prediction
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
GroupMemBench: Benchmarking LLM Agent Memory in Multi-Party Conversations
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Beyond Marginal Coverage: Efficient Localized Conformal Prediction via Residual Rank Calibration
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
RAD-TFM: Robust and Domain-Adapted Tabular Foundation Models
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Tcell: Mitigating Harmful Fine-tuning for Large Language Models via Gradient Alignment
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
MiCo: Microstructure-Consistent Flow Matching for Diffusion MRI Angular Super-Resolution
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
OpenWebRL: Demystifying Online Multi-turn Reinforcement Learning for Visual Web Agents
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Rank Is Not Capacity: Spectral Occupancy for Latent Graph Models
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Structure Over Scale: Learning Visual Reasoning from Pedagogical Video
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
BuresTomFlow: Bures-Geometric Flow Matching for Posterior Quantum Tomography
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Order-based structure learning for zero-inflated count data under data heterogeneity
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Toward in Silico Strain Evaluation: A Multimodal Surrogate for Fermentation Dynamics with Metabolic Graph Pretraining
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Act, Validate, Adapt: Closing the Causal Discovery-Control Loop
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Alignment Is Not Enough for Safe Medical LLM Evaluation
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Learning Recoverable Neural Networks against Weight Corruption via Simple Zero-Sum Projection
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Prompt–Activation Duality: Improving Activation Steering via Attention-Level Interventions
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Bridging Textual Profiles and Latent User Embeddings for Personalization
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
When and Why is Optimistic Multiplicative Weights Slow? The Geometry of Energy Dissipation
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
DiffATS: Diffusion in Aligned Tensor Space
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
RICE-PO: Turning Retrieval Interactions into Credit Signals for Reasoning Agents
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
PLACE: Patch-Level Agnostic Concept Extraction
[
OpenReview]
Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Minimax-Optimal Transformer Classification for Functional Data with Dense-Sparse Phase Transition
[
Poster]
[
OpenReview]
Bridging the Future Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
AI and Data Science for Her: Training the Next Generation of High School Girls in Nigeria
Bridging the Future Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
The Voice-Native Classroom: Multilingual AI Co-Teachers for Global ML Education
Bridging the Future Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
DTCH Digital Turcologist Bootcamp: Evidence-First, Evaluation-First AI/ML for Under-Resourced Historical Turkic Languages and Cultural Heritage Data
Bridging the Future Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
The 100x Challenge: Compression-First Research Pipeline for Bandwidth-Constrained Regions
Bridging the Future Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
FATE-AI: Futures of Agriculture, Technology, and Ecology in Artificial Intelligence
Bridging the Future Poster
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Wikair (Student-Led Nonprofit), a Global, Youth-Led, Interdisciplinary AI Education Program
Session
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Atlanta Poster Session 4
Break
Fri Dec 11 09:00 AM -- 09:30 AM (AEDT) None
Coffee & Snacks
Workshop
Fri Dec 11 10:30 AM -- 12:45 PM (AEDT) @ MR C4.3 None
RoboSynChallenge: Mastering Real-World Dexterity via Generalizing Synthesized Manipulation Skills
[
OpenReview]
Break
Fri Dec 11 12:00 PM -- 01:00 PM (AEDT) None
Retail Lunch
Workshop
Fri Dec 11 01:00 PM -- 03:15 PM (AEDT) @ MR C4.3 None
NeurIPS 2026 RealPDE Competition: Scientific ML for Real-world Physical Systems
[
OpenReview]
Break
Fri Dec 11 03:00 PM -- 03:30 PM (AEDT) None
Coffee & Snacks
Competition
Fri Dec 11 03:30 PM -- 05:45 PM (AEDT) @ MR C4.3 None
Speech Accessibility Project Challenge 2
[
OpenReview]
Reception
Fri Dec 11 05:30 PM -- 07:30 PM (AEDT) None
Workshop Reception
Session
Fri Dec 11 07:00 PM -- 07:30 PM (AEDT) None
Paris Oral Session 7
Tutorial
Fri Dec 11 07:30 PM -- 10:30 PM (AEDT) @ Room 141 None
Performance Estimation Problems: Computer-Aided and AI-Assisted Analysis and Design of First-Order Optimization Methods
Paris Invited Talk
Fri Dec 11 08:30 PM -- 09:30 PM (AEDT) @ Grand Amphithéâtre None
What Abundance Hides: Lessons from Building AI Under Constraint
Session
Fri Dec 11 08:30 PM -- 10:00 PM (AEDT) None
Paris Oral Session 8
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Length Generalization for Transformers via Compression
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
ConfDet: Learning Reliable Confidence for MLLM-based Detection
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Validating Causal Abstraction Metrics on Simulated Complex Systems
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Ensemble Distributionally Robust Bayesian Optimisation
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Auditing is not Evaluating: LLM Audit Requires Dynamic, Contextual, Budget-aware and Reliable Evidence
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Echo learning enables biologically plausible temporal credit assignment
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Maxitive Donsker-Varadhan Formulation for Possibilistic Variational Inference
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Autofocus Retrieval: An Effective Pipeline for Multi-Hop Question Answering With Semi-Structured Knowledge
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Smooth Piecewise Cutting for Neural Operator to Handle Discontinuities and Sharp Transitions
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Zero-Shot Burst Restoration via Diffusion MAP Inference with Poisson-Gaussian Noise Likelihood
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Scheming Is a Symptom: Alignment Research Should Probe Reflexive Fragility
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
NeRFix: fixing subtle mistakes in the quadrature of the NeRF volumetric integral
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Surjective Pseudo-Invertible Neural Networks
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
C-LoRA: Continual Low-Rank Adaptation for Pre-trained Visual Models
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
FusionProt: Fusing Sequence and Structural Information for Unified Protein Representation Learning
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
ProgramBench: Can Language Models Rebuild Programs From Scratch?
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Models That Know How Evaluations Are Designed Score Safer
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Think about how AIs think about themselves
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Amortized Structured Stochastic Variational Inference for Gaussian Process Latent Variable Models
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
DNS-Calibrated Local Stochastic Transition Closure for PDE-Free Long-Horizon Turbulence Diffusion
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
The Causal Description Gap: Information-Theoretic Separations Across Pearl's Hierarchy
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
PAC-Bayesian Bounds for Learning Partially Observed Stochastic Linear Time-Invariant State-Space Systems with Inputs and Sub-Gaussian Noise
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Position: Let’s Strengthen Verifiability if We Can’t Enforce Reproducibility
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Test-Time Personalization: A Diagnostic Framework and Probabilistic Fix for Scaling Failures
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Reasoning-Trace Collapse: Evaluating the Loss of Explicit Reasoning During Fine-Tuning
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Data-Driven Covariate Selection for Nonparametric and Cycle-Agnostic Causal Effect Estimation
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Scalable Multi-Agent Contrastive Reinforcement Learning
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Decentralized AI Governance Must Decouple Policy Processing from Capability Enforcement
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
How LLMs Distinguish Threats from Offers
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Differentiable Nonlinear Model Predictive Control
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
What to Predict for Efficient Scheduling on Parallel Machines
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
High-Probability Minimax Adaptive Estimation in Besov Spaces via Online-to-Batch
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Canonical Predictive Quotients: A Theory of Prediction under Hidden Predictive State Uncertainty with ICL Implications
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Harnessing Accurate and Automatic Trend Detection in Data Streams via Tbps-Level Inference
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Probabilistic Data-Driven Modelling of Astrophysical Transients: The Neural Process Family for Ultrafast and Class-Agnostic Light Curve Reconstruction
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Consistency Regularised Gradient Flows for Inverse Problems
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Beyond Bag-of-Words: Diagnosing Compositional Binding Failures in Vision-Language Models
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
SOPO: Socratic Guided Policy Optimization for Span-Level Hallucination Detection
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
ORCAID: Oblique Rule-Based Continuous-Action Interpretation for Deep RL Policies
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Not Another Text Benchmark: Putting the “Visual" Back in Visual Question Answering for Large Video Models
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Prune to Protect: Faster Training and Enhanced Privacy by Dynamic Data Pruning
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
GDMD: Guiding Distribution Matching Distillation with Gradient-Based Reinforcement Learning
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Learning to Bid in Repeated Second-Price Auctions with Dynamic Values and Aggregated Feedback
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Neuromodulated Constrained Autoencoders for Context-Dependent Manifold Learning
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
JEPAWG: Interpretable Hypernetworks for Weight-Space Physics
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
What DNA Foundation Models Learn Beyond Sequence Composition
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
On Rate-Optimal Partitioning Classification from Observable and from Privatised Data
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Interpretability-by-Design with Accurate Locally Additive Models and Conditional Feature Effects
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Neural Fourier Transform for Multiple Time Series Prediction
[
Slides]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
On objective mismatch in molecular retrieval from tandem mass spectrometry
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
2-Step Agent: How a Bayesian Decision Maker Learns from AI-Decision Support
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Zero-Shot Quantization via Weight-Space Arithmetic
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Performative Prediction with Selective Labels
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
General Agent Evaluation
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
The Geometry of Linear Program Compression: An Exact Characterization and Learning Algorithm
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Federation Is the Way Forward for AI Agents
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Stein Transport for Generative Modeling
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
RamanBench: A Large-Scale Benchmark for Machine Learning on Raman Spectroscopy
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
UniPrefill: Universal Long-Context Prefill Acceleration via Block-wise Dynamic Sparsification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Hypernetworks for Dynamic Feature Selection
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
The Hidden Power of Scaling Factor in LoRA Optimization
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
DiLaDiff: Distilled Latent-augmented Diffusion for Language Modeling
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Mixed-Curvature Geometric Latent Diffusion Model for Graph Generation
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Long-Range Spatio-Temporal Graph Propagation Through Oscillations
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Tight $L_\infty$ Sample Complexity for Low-Degree and Sparse Boolean Polynomials
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Understanding the Curse of Unrolling
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Towards Understanding Self-Pretraining for Sequence Classification
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Listening to the Retriever: Perturbation-Sensitive Question Selection for Interactive Person Retrieval
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Market-Based Runtime Resource Allocation for LLM Multi-Agent Systems
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
ACDP: Architecture-aware Cross-Dataset Performance Predictor for NAS
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Nautilus: From One Prompt to Plug-and-Play Robot Learning
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
LSC-Parlament: An Automatically Aligned Catalan Sign Language Dataset from Parliament Videos.
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Filtered-Trace Online Variational Training for Probabilistic Spiking Neural Networks
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
SPRING: Solver-guided Process Rewards for Novel Logical Reasoning Steps Generation
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
SyncLight: Single-Edit Multi-View Relighting
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
SING-CH: Task-Scale-Agnostic Lifelong Cross-Modal Hashing on Statistical Manifolds
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
How Should Parallel Langevin Chains Share Noise?
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Progressive Signal Calibration for Medical Image Segmentation: Diagnosing and Correcting Structural Misalignment in Training Signals
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Heterogeneous Agent Collaborative Reinforcement Learning
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
DeFlowCritic: Dense Latent Reward Alignment for Text-to-Image Flow Matching Models
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Entropy-Gated Latent Recursion
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Annealing in variational inference mitigates mode collapse: a theoretical study on Gaussian mixtures
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Transporting the Past: An Optimal Transport View of Backtracking Counterfactuals
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
GT-HarmBench: Benchmarking AI Safety Risks Through the Lens of Game Theory
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Safe Offline Reinforcement Learning using Behavior Regularisation and Latent Feasibility-Guidance
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Conveyance: A Versatile Framework for Learning in Structured Class Spaces
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
When to Align, When to Predict: A Phase Diagram for Multimodal Learning
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
GridDiffuser: Constraint-Guided Graph Diffusion for AC Optimal Power Flow
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Integrating Local and Global Entropy for Uncertainty Quantification in LLMs
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
LAtte: Hyperbolic Lorentz Attention for Joint-Subject EEG Classification
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Scaling Generative Foundation Models for Chest Radiography with Rectified Flow Transformers
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
REFORM-3D: A Representation-Centric Evaluation Framework for 3D Medical Vision Foundation Models
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
UncertainGen: Scalable Uncertainty-Aware Representation Learning of DNA Sequences
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Routers Learn the Geometry of Their Experts: Geometric Coupling in Sparse Mixture-of-Experts
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
PhysRemover: A Unified Framework for Physically Realistic Object Removal
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Regret Minimization in Single-Dimensional Contract-Design with Binary Actions
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Counterfactual Maps: What They Are and How to Find Them
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Dataset Collections: Challenges of Large-Scale Data Aggregation in 3D Medical Image Datasets
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
AudioGS: High-Fidelity Neural Audio Compression via Continuous Gaussian Splatting
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
KINDER: Kernel-based Independence for Fair Representation Learning via Prototype-space Erasure
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
On the Pitfalls of Instance-Based Dynamic Curricula
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Hyperparameter Transfer for Dense Associative Memories
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Learning to Drive in New Cities Without Human Demonstrations
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Factorized Self-Supervised Speech Tokenization
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Test-Time Compute Games
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
TIDES: Implicit Time-Awareness in Selective State Space Models
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
UGGRH: Unsupervised Generative Completion and Graph-attention Refinement for Incomplete Cross-modal Hashing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
The Labeling Problem in Hallucination Detection Benchmarks: An Empirical Evaluation
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Near-Optimal Stochastic Linear Bandits with Delay
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Decomposing One Professional-Framing Pipeline: Which Components Shift LLM Safety Boundaries?
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
ZEBRA: Zero-shot Budgeted Resource Allocation for LLM Orchestration
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Accelerating Long-Context LLM Prefill via Layer-wise Progressive Token Pruning in Local Deployment
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
The Sample Complexity of Multiple Change Point Identification under Bandit Feedback
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
PRISM: Polarimetric Road-surface Intelligent Sensing and Measurement Dataset
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Theory of Optimal Learning Rate Schedules and Scaling Laws for a Random Feature Model
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Improved Algorithms for Online Classification with Surrogate Losses
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
CRAFT: Conflict-Resolved Aggregation for Federated Training
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Resilient Byzantine Agreement with Predictions
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Training-Free Active Test-Time Adaptation for Vision-Language Models
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Fast Learning Rates for Physics-Informed Kernel Methods
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Outcome-Based RL Provably Leads Transformers to Reason, but Only With the Right Data
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
World-Model-Inspired Flicker State Modeling for Burst Flicker Removal
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Feature-Context Consistency: Unsupervised Adversarial Detection with Drift Stability on Attributed Graphs
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Are Easier or Harder Examples Better? Rethinking Data Selection for Reward Models and Preference Optimization
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
MulTaBench: Benchmarking Multimodal Tabular Learning with Text and Image
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Even More Guarantees for Variational Inference in the Presence of Symmetries
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
UniVR: Thinking in Visual Space for Unified Visual Reasoning
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
CurveBench: A Benchmark for Exact Topological Reasoning over Nested Jordan Curves
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Understanding diffusion models requires rethinking (again) generalization
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
It's All Training: A Fully Synthetic Single-Stage Recipe for LLMs
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Beyond Isotropy in JEPAs: Hamiltonian Geometry and Symplectic Prediction
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Memoir: Let the Model Direct Its Own Story for Robust Cross-Domain Knowledge Editing
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
A Topological Sorting Criterion for Random Causal Directed Acyclic Graphs
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
NTK Regression under dual power-law model: Deterministic Equivalents via SDE and PDE Methods
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Probing Persona-Dependent Preferences in Language Models
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Toward Embodied World Agents via Embodied-Planning Dataset and Interactive World Models
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Theoretical guarantees for Banded Approximations of Gaussian Processes
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Selectivity and Shape in the Design of Forward-Forward Goodness Functions
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
JaSpec-LID: Local Intrinsic Dimension Estimation via Jacobian Spectra of ODE-based Generative Models
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Super-Level-Set Regression: Conditional Quantiles via Volume Minimization
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
The Pareto Frontier of Randomized Learning-Augmented Online Bidding
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Soft Forward-Backward Representations for Zero-shot Reinforcement Learning with General Utilities
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
X2HDR: HDR Image Generation in a Perceptually Uniform Space
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Causal-VLM: Dense Causal Captioning in Videos
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Boosting Inference with Guided Reasoning: Stochastic Exploration for Recursive Models
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Off-Policy Evaluation of Large Language Models via Learned Semantic Bottleneck Embeddings
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
When Streaming Fails: Dynamic Algorithms for Unconstrained Submodular Maximization
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Umbilic Multinomial Logistic Regression
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Target-Budget Best-Function Identification for Scaling-Law-Guided Model Selection
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
The Power of Second Order Methods for Sequence Preconditioning
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Shuffle and Joint Differential Privacy for Generalized Linear Contextual Bandits
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
$\varphi$TD: Distributional Reinforcement Learning using Characteristic Functions
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Batched Stochastic Linear Bandits with 1-Bit Communication Constraints
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Flexible Intensities Matter: A comprehensive re-evaluation of Classical and Neural Temporal Point Processes
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Principled Federated Random Forests for Heterogeneous Data
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Contextual Flow Matching: Adaptive Step Selection in Flow Models for Efficient Visual Generation
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Calibrated Safe Policy Improvement for Continuous Offline Reinforcement Learning
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Sparse Video Generation Propels Real-World Beyond-the-View Vision-Language Navigation
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
From Inexact Gradients to Byzantine Robustness: Acceleration and Optimization under Similarity
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
APM: Evaluating Style Personalization in LLMs with Arbitrary Preference Mappings
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Learning Global Probabilistic Explanations
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Certifiably Optimal Robust Angular Synchronization
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
In-Context Learning for Remote Sensing Vision: A Semantic-Aware Rotation-Robust Diffusion Framework
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Coherence Mechanisms for Provable Self-Improvement
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Neural Chameleons: Language Models Can Learn to Hide Their Thoughts from Unseen Activation Monitors
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Minimax Private Estimation of Smooth Optimal-Transport Maps
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
TORNADO: Adaptive Latent Stochastic Transport for Calibrated Probabilistic PDE Forecasting
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Mining Logic under Uncertainty: Probabilistic Soft Logic with Energy-Based Inference for Chain-of-Thought Verification
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
TextSeal: A Localized LLM Watermark for Provenance & Distillation Protection
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
A Separation Principle for Cooperative Multi-Agent Reinforcement Learning
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
DepthGraft: Structural Regularization through Hierarchical Cross-Layer KV Reconstruction
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
DPPE: Rethinking Camera-Based Positional Encoding for Scaling Multi-View Transformers
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Liars' Bench: Evaluating Lie Detectors for Language Models
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Tracing Actual Causes with Counterfactual Witness Maps
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Probing for Representation Manifolds in Superposition
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Simplifying Transformer-Based U-Net Neural Physics Simulators
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
OWCE: Revealing Language Model Complementarity via Online Weakness-Conditioned Evaluation
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Retrieve-then-Rerank Inference for Vocabulary-Based End-to-End Driving
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Supervised Distributional Reduction via Optimal Transport and Dependence Maximization
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Learning Reusable Options by Decomposing Neural Policies
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
LeWorldModel: Stable End-to-End Joint-Embedding Predictive Architecture from Pixels
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Instability of Meta-Learning Intrinsic Rewards for Policy Gradient Reinforcement Learning
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Tight PAC-Bayes Generalisation Guarantees for Large Language Model Safety Monitoring
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
MedFlowSeg: Flow Matching for Medical Image Segmentation with Frequency-Aware Attention
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Virtual-Flow: Virtual Microphone-based Speech Enhancement via Unsupervised Flow Matching
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
PVFormer: Proper Velocity Transformer for Stable and Scalable Hyperbolic Representation Learning
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Corruptions of Supervised Learning Problems: Typology and Mitigations
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Inference-Time Refinement Closes the Synthetic-Real Gap in Tabular Diffusion
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Generalizing the Geometry of Model Merging Through Fréchet Averages
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Spectral Quantum Memory for Implicit Neural Representations
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Beyond Chamfer Distance: Granular Order-aware Evaluation Metric For Online Mapping
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
DynaSub: Adaptive Subgrouping for Scalable Representation Learning
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
GRASP: Guided Residual Adapters with Sample-wise Partitioning
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Prefill-Guided Trace Allocation for Sample-Efficient Test-Time Scaling
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Reviving the Discarded High-Resolution Feature for Transformer-Based Tiny Object Detection
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Predictive Geometry of Hidden Trajectories in Transformers
[
Slides]
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Predict-Project-Renoise: Sampling Diffusion Models under Hard Constraints
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Differentiable Knapsack and Top-k Operators via Dynamic Programming
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
OneVision-Encoder: Codec-Aligned Sparsity as a Foundational Principle for Multimodal Intelligence
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
THEIA: A Multimodal Dataset and Benchmark for Vision-Language Analysis of Layout
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Computationally Efficient Replicable Learning of Parities and Applications
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Geometric Inductive Biases for Semi-Supervised Equalization: The Constellation-Aware Transformer
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Generalization Dynamics of Linear Diffusion Models
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
The Benefits of Temporal Correlations: SGD Efficiently Learns k-Juntas from Random Walks
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
How Do Language Models Understand Tables? A Mechanistic Analysis of Cell Location
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Robust and Scalable Collaborative Learning via Pull-Based Epidemic Communication
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Learning to Learn from Multimodal Experience
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Feedback Forensics: A Toolkit to Measure AI Personality
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Interpretable Machine Learning Evaluates Differential Therapy Effects in Parkinsonian Gait
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
MedZERO: Self-Evolving Agents for Open-Ended Medical Reasoning Through Controlled Knowledge Accumulation
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
AIRA 2: Overcoming Bottlenecks in AI Research Agents
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Revisiting Cross-View Completion: Self-Supervised Pre-Training via Reconstruction Error Comparison
[
OpenReview]
Session
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Paris Poster Session 5
Affinity Event
Fri Dec 11 11:00 PM -- 04:00 AM (AEDT) @ Room 152 (95 theatre) None
NewInML
Tutorial
Fri Dec 11 11:00 PM -- 02:00 AM (AEDT) @ Room 141 None
Economics of Generative AI
Session
Fri Dec 11 11:30 PM -- 01:00 AM (AEDT) None
Paris Oral Session 9
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Do Composed Image Retrieval Benchmarks Require Multimodal Composition?
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
i-DEQ: A stable inertial Deep Equilibrium model for image restoration
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
The limbic navigation system as a hierarchical RNN
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Attribution-Guided Exit Policy for Reliable Early-Exit Inference
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
VACE: Learning Geometrically Structured Representations for Time Series Anomaly Detection
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
CoRDS: Coreset-Based Representative and Diverse Selection for Streaming Video Understanding
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Learning from Ranking Feedback: Improved Regret Bounds via Independence Preserving Rank Breaking
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
FlowBatt: Flow Matching for Probabilistic Battery Degradation Prediction
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Language Models Can Coarsely Modulate Entropy Under Instruction
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
The sublevel Flood bifiltration: towards scalable 2-parameter persistent homology
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Dynamics of Collective Diversity in Human–AI Co-Creation for Creative Tasks
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Perception Without Engagement: Dissecting the Causal Discovery Deficit in LMMs
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Detecting RLVR Training Data via Structural Convergence of Reasoning
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Learning interpretable Schur forms of recurrent weight matrices
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
TerminalWorld: Benchmarking Agents on Real-World Terminal Tasks
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Flow Matching with In-Context Priors for Out-of-Distribution Brain Dynamics
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Online Budget Allocation with Censored Semi-Bandit Feedback
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
One Scan is Enough: Demonstration-Free Adaptation for Language-Guided Navigation
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Improving Diffusion Posterior Samplers with Lagged Temporal Corrections for Image Restoration
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Hardware-Friendly Token-Group Activation Quantization for Low-Bit Mamba Super-Resolution
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
An Anytime Algorithm for Good Arm Identification
[
Poster]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Measure Less, Know More: Self-Supervised Test-Time Feature Acquisition
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
The Agentic Oversight Tax: Human Supervision of AI Agents Has a Cost that Must be Accounted For
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
2D Spatial Reasoning with Adaptive Neural Cellular Automata
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Behaviour4All: A Dependency-Aware Toolkit for in-the-wild Facial Behaviour Analysis
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
CAREBench: Evaluating LLMs' Emotion Understanding by Assessing Cognitive Appraisal Reasoning
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
CoLaX: Context-Aware Local Explanations for Time Series Classification
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Safety Geometry Collapse in Multimodal LLMs and Adaptive Drift Correction
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
spora: A Unified Multimodal Dataset for Spatial Proteomics
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
POLAR-Bench: A Diagnostic Benchmark for Privacy-Utility Trade-offs in LLM Agents
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Comparing Explanations is not Enough,Explain the Change: New Standards are Needed to Explain Behavioral Shifts in Large Language Models
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
RankAlign: Unsupervised Vision-Language Representation Alignment via Rank Transformation
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Where to Look Matters: Rethinking Sub-Volume Sampling in 3D Medical Self-supervised Learning
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Robust-by-Design Distributional Learning from Contaminated Samples
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Self-Evolving Agents Should Build Internal and External Models of the World
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Participatory ML for Social Harm Should be Constructed, Validated and Reasoned Through First-Person Accounts
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Beyond Pixel-wise Supervision: Local Structure Regularization for Semantic Segmentation
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Tadpole: Autoencoders as Foundation Models for 3D PDEs with Online Learning
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Towards instance-dependent regret optimality in Episodic MDPs with Posterior Sampling
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Mitigating Over-squashing without Rewiring: A Sheaf Effective Resistance Perspective
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Bayesian Low-Rank Posteriors for Scalable Membership Inference
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Too Smart to Teach: The Articulability Ceiling in Language Models
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
MIND: Monge Inception Distance for Generative Models Evaluation
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Closed-Form Last Layer Optimization
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
CorridorLight: Cooperation as Task Negotiation with Causal Gating for Traffic Signal Control
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Payoff-Only Learning in Games via Best-Response Differential Inclusions
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Joint Treatment Effect Estimation from Incomplete Healthcare Data: Temporal Causal Normalizing Flows with LLM-driven Evolutionary MNAR Imputation
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Geometry of Relaxed Fair Regression: A Unified Framework for Aware and Unaware Settings
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
IDEAL: Interaction Dynamics and Force-Aware Learning for Dual-Humanoid Collaborative Manipulation
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Bench-MFG: A Benchmark Suite for Learning in Stationary Mean Field Games
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Divide et Calibra: Multiclass Local Calibration via Vector Quantization
[
Slides]
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Epistemic Pairwise Maximin Share
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Distilling LLM Feedback for Lean Theorem Proving
[
Poster]
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
GLUT: 3D Gaussian Lookup Table for Continuous Color Transformation
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
A Free Lunch in LLM Compression: Revisiting Retraining after Pruning
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
A Comprehensive View of Fairness through Distributional Stability
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Geometric Alignment without Functional Equivalence: A Layer-wise Analysis of the Speech-Text Modality Gap
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
OpenWhistle: A Large-Scale Longitudinal Dataset and Benchmark of Bottlenose Dolphin Vocalizations
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Neuro-Inspired Inverse Learning for Planning and Control
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Beyond the Linear Separability Ceiling: Aligning Representations in VLMs
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
BLADE: Scalable Bi-level Adaptive Data Selection for LLM Training
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
NAMVIS: Next-Scale Autoregressive Multi-View Image Synthesis
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
How to Scale Mixture-of-Experts: From muP to the Maximally Scale-Stable Parameterization
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Ledger: A Path-Validated, Database-Grounded Benchmark for Enterprise Web Agents
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
The State-Prediction Separation Hypothesis
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Can the Parts Fool the Test? Counterfactual Pairing Cycles for Relational OOD
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Can Metadata Fix the Gauge? Calibration Turns Sparse Multi-Source Learning from Sparse PCA into Sparse Mean Recovery
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Large language models can not and should not be banned from peer review
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
End-to-End Verification of Neuro-symbolic Automata via Contrastive Logit-Gaps
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Constraint Retrieval Is Not Constraint Enforcement in Large Language Models
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
AM-Bench: A Unified Taxonomy and Evaluation Suite for Agentic Misalignment
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Accuracy of Noise Ceiling Estimators for Brain Scores
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Towards Identifying Dominant Low-Rank Subspaces in Zeroth-Order Fine-Tuning
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Spherical Boltzmann machines: a solvable theory of learning and generation in energy-based models
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Mind the Heads: Topological Representation Alignment for Multimodal LLMs
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Benchmarking Sensor-Fault Robustness in Forecasting
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Generating Symmetric Materials using Latent Flow Matching
[
Slides]
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Mechanistic Interpretability of EEG Foundation Models via Sparse Autoencoders
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Learning to Discover Iterative Spectral Algorithms
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Dynamic Optimistic Constrained OCO with Memory via Delay Equivalence
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
A Matter of TASTE: Improving Coverage and Difficulty of Agent Benchmarks
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
CryoGeo: Latent Pose Equivariance for Amortized Ab Initio Cryo-EM Reconstruction
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Rotations on Latent Hyperspheres: a Geometry-Aware Guiding Framework for Diffusion Models
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
MINEGRID: A Multi-Modal Benchmark for LLMs Evaluation on Dynamic Modeling of Power Systems
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Innocuous-Seeming Data, Latent Ideology: Ideological Generalisation in Finetuned LLMs
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Direction-Aware Offline-to-Online Learning in Linear Contextual Bandits
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
TurtLES: A Large-Scale Benchmark for Turbulent 3D Neural PDE Surrogates
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Harnessing Textual Refusal Directions for Multimodal Safety
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
FlexTab: A Flexible Encoder-Decoder Architecture for In-Context Learning Across Diverse Tabular Tasks
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Markov Metrical Task Systems
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Decoupled Prototype Contrastive Alignment Hashing for Cross-Modal Retrieval
[
Poster]
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Interpretable but Fragile? Robustness of Concept Bottlenecks under Geometric-Semantic Perturbations
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Coherent Hierarchical Multi-Label Learning to Defer for Medical Imaging
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Omni-SpikeDet: A Spiking Open-World Detector with Dynamic Text–Image Alignment
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Network Learning with Semi-relaxed Gromov-Wasserstein
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
WORD: Diffusion-Based Posterior Inference for Online Goal Recognition
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Beyond MMSE: Enhancing PnP Restoration with ProxiMAP
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
CRISP: Fixing Flying Pixels in Latent LiDAR Generation via Diffusion Decoding
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Breaking BAD: Heterogeneous Byzantine-Robust Federated Learning via Gather and Scatter Scores
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Layer Free-Riding in Forward-Forward Networks: Real, Repairable, but Not Accuracy-Dominant
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
GitInject: Real-World Prompt Injection Attacks in AI-Powered CI/CD Pipelines
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
On the Complexity of Preference-Based Bandits
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
DiDE: Direct Injection with Color-Texture DEcoupling for 3D Stylization
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Attention-Based Soft Answer Sets
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
ORBIT: A Framework for Multi-Agent Security Evaluations
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
CompleteRXN: Toward Completing Open Chemical Reaction Databases
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Propagate to Discover: Graph-Structured Propagation for Generalized Category Discovery
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Efficient Generative Transformer Operators for Million-Point PDEs
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Does Seeing More Mean Knowing More? Mono-Anchored Advantage Normalization for Multi-Source Visual Reasoning
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Simulation-aided Reinforcement Learning with Control Variates
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
FocusNav: Learning Task-directed Perception via Action-Aware Future Reconstruction in Vision-and-Language Navigation
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
PACZero: PAC-Private Fine-Tuning of Language Models via Sign Quantization
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
EENAS: Zero-Shot Energy-Efficiency-Aware Neural Architecture Search
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
BESS-Bench: Benchmarking Spectral Representations for Be-Star Variability
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Backbone-Equated Diffusion OOD via Sparse Internal Snapshots
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Mirror Descent Beyond Euclidean Stability: An Exponential Separation in Initialization Sensitivity
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Amortized Bayesian Experimental Design with In-Context Knowledge Conditioning
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
LITMUS: Benchmarking Behavioral Jailbreaks of LLM Agents in Real OS Environments
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Hidden Positives: Why Code Retrieval Benchmarks Underestimate Model Quality
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
NeuroSynTheos: Learning to accelerate counterexample-guided reactive synthesis modulo theories
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
AutoExpert: Automating 3D LiDAR Annotation from Expert-Crafted Guidelines
[
Poster]
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Confidence-Based Decoding is Provably Efficient for Diffusion Language Models
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Implicit-Euler Value Iteration: Long-Horizon Planning via Stable Integration of the Bellman Residual Flow
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
It Cancels: O(r²) Cholesky Updates for Whitened Operators
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
DashAttention: Differentiable and Adaptive Sparse Hierarchical Attention
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Fill the GAP: A Granular Alignment Paradigm for Visual Reasoning in Multimodal Large Language Models
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Gradient-based Graph Structure Optimisation for Research Networks
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Seahorse: A Unified Benchmarking Framework for Spatiotemporal Event Modeling
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Voronoi-Markov chain and spatial entropy for point pattern analysis
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Overthinking as a Symptom of Knowledge Conflict: Understanding and Detecting LLM's Hallucinations in Retrieval-Augmented Question Answering
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Escaping Parameter Space: Tight Generalization Bounds via Representation Quality
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Lifting Biomolecular Data Acquisition
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Monitoring Violations of Differential Privacy over Time
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
On the Convergence of First-Order Methods in Signaling Games
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
What are Key Factors for Updates in RL for LLM Reasoning?
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
FineVision: Open Data Is All You Need
[
Poster]
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Towards Fairness under Label Bias in Image Segmentation: Impact, Measurement and Mitigation
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
AI-Mediated Communication Can Steer Collective Opinion
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Very Fast Bayesian Additive Regression Trees on GPU
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Scale-Sensitive Shattering: Learnability and Evaluability at Optimal Scale
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Casper: A Projection-Based Neurosymbolic Layer for Scalable & Guaranteed Constraint Satisfaction
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Federated Learning by Utility-Constrained Stochastic Aggregation for Improving Rational Participation
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Memory flows: geometry and dynamics of sequential retrieval in input-driven Hopfield networks
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Beyond Success Rates: Trainability and Extractability in Offline GCRL
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Transformers Linearly Represent Highly Structured World Models
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
When Prompts Override Vision: Instruction-Induced Hallucinations in LVLMs
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Predicting Only from Selected Evidence: A Tempered Product-of-Experts Bottleneck for Auditable EEG Diagnosis
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
FMMI: Flow Matching Mutual Information Estimation
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
How to Train Your Latent Diffusion Language Model Jointly With the Latent Space
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Dense Cross-Tokenizer Distillation via Semantic Optimal Local Alignment
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Beyond Raw Context Transfer: Representation-based Federated Retrieval-Augmented Generation
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Rethinking Latency Denial-of-Service: Attack the LLM Serving Framework, Not the Model
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
MutQA: A Cross-Validated Q&A Dataset for Genetic Mutations
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
DART: Domain-Agnostic Residual Transfer for Generalist Anomaly Detection
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Measuring Robustness and Efficiency in a Connectome-Constrained Fly Visual System Model on a Collision-Detection Task
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Claims of emergence in AI should be grounded in information decomposition
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Phaedra: Learning High-Fidelity Discrete Tokenization for the Physical Sciences
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
SecureClaw: Clawing Back Control of LLM Agents
[
Poster]
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Derivative-Informed Training of Neural Operators On-the-Fly via Sketched Tangent Consistency
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Harmonic Torsional Diffusion for Flexible Protein-Ligand Docking
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
PieArena: Ranking and Profiling Language Agents in Realistic Negotiation Scenarios
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Predicting directional flexibility in proteins
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
NRF-GS: Neural Residual Fields for Expressive and Compact Gaussian Splatting
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
A probabilistic model of visual segmentation explains early visual cortical dynamics
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Proxy-Based Approximation of Shapley and Banzhaf Interactions
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
MDMR-Bench: A Multi-Dimensional Benchmark for Multi-Reference Image Generation
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Closing the Indexing-Decoding Gap in Multimodal Generative Retrieval via Prefix Retention Optimization
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Assessing the robustness of heterogeneous treatment effects in survival analysis under informative censoring
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Coresets for Clustering Using Noisy Comparisons and Few Distance Queries
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Can LLMs Take Retrieved Information with a Grain of Salt?
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
A Dynamic Decomposition Strategy for the MOEA/D With Proven Performance Guarantees
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Where to Approximate in Neurosymbolic Inference?
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Discrete Flow Matching: Convergence Guarantees Under Minimal Assumptions
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Concise and Logically Consistent Conformal Sets for Neuro-Symbolic Concept-Based Models
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Rethinking Neural Nonlinearity as Gating
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Discovering Mechanistic Models of Neural Activity: System Identification in an in Silico Zebrafish
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Solaris: Building a Multiplayer Video World Model in Minecraft
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Markovian Dynamics Enforcer: Feasibility Preserving Correction on Learned Dyanmics Manifolds
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
The balance between feature learning and collapse in generative dynamical systems
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Regularized Large Neighborhood Search
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
A Scalable Nonparametric Continuous-Time Survival Model through Numerical Quadrature
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Efficient Adaptive Data Acquisition via Pretrained Belief Representations
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Best Arm Identification for Bandits with Shifting Means
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
From Representation to Intervention: Using Emotion Vectors to Monitor and Guide Language Models
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Geometry-Aware Optimal Transport: Fast Intrinsic Dimension and Wasserstein Distance Estimation
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Stochastic Zeroth-Order Optimization Under Heavy-Tailed Noise
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Anatomy-Activated Mixture-of-Experts for 3D Medical Vision-Language Pre-training
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
When Actions Matter: Causal Affordances for Long-Horizon Credit Assignment in World Models
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Kernel Granger Component Analysis for Nonlinear Directed Component Discovery
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
On the Expressive Power and Limitations of Multi-Layer SSMs
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Fairness in limited resource prediction-driven decisions
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Hierarchical Graph Representation Learning with Pooling-Induced Substructures
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
An exact information theory of generalization phase transitions in Bayesian diffusion models
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Flow-based Spectral Kernel Learning for Nonstationary Attention
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Entropy Minimization without Model Collapse: Mitigating Prediction Bias in Medical Imaging
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Measuring Cross-Modal Synergy: A Benchmark for VLM Explainability
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Target-Aligned Reinforcement Learning
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Who caused $Y$? Local identifiability for learning causal parents
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Understanding axial attention in TSFMs through single location regression
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Looking Under the Streetlight: Evaluation in Generative Molecular Dynamics
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Profit Maximization in Bilateral Trade against a Smooth Adversary
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
NIKA: Efficient Neural Video Representation via Structured Latent Diversity
[
OpenReview]
Poster
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Necessary but Not Sufficient: Spectral Tests for Value-Linear Attention Surrogates
[
OpenReview]
Session
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Paris Poster Session 6
Affinity Event
Sat Dec 12 01:00 AM -- 05:00 AM (AEDT) @ C210 None
Queer in AI and {Dis}Ability in AI Workshop at NeurIPS 2026
Atlanta Invited Talk
Sat Dec 12 01:00 AM -- 02:00 AM (AEDT) @ Hall C3 None
Power to the People? Why AI Data Centers Face Growing Resistance, and How We Can Do Better
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Tracing Moral Foundations in Large Language Models
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Riemannian Ordinary Least Squares
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
CASPIAN: Online Detection and Attribution of Cascade Attacks in LLM Multi-Agent Systems via Cross-Channel Causal Monitoring
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
The Z-Gromov-Wasserstein Distance
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Bridging Simulation and Reality: Geometry and Decision Alignment for Autonomous Driving
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Conditional Optimal Bridge for Riemannian Activation Steering
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Allocate Marginal Reviews to Borderline Papers Using LLM Comparative Ranking
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
MC$^2$Mark: Distortion-Free Multi-Bit Watermarking for Long Messages
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Shattered Compositionality: Counterintuitive Learning Dynamics of Transformers for Arithmetic
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
CVTA: Cross-Variable Temporal Attention for Multivariate Irregular Time Series Prediction
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Neglected Free Lunch from Post-training: Progress Advantage for LLM Agents
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
VideoMLA: Low-Rank Latent KV Cache for Minute-Scale Autoregressive Video Diffusion
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
HEED: Density-Weighted Residual Alignment for Hybrid Vision-Language Model Distillation
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Neural Modal Decomposition: Architectural Priors from Observables
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
HiPhy: Hierarchical Alignment for Physically-Plausible Multi-Principle Video Generation
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
The Price of Locality: Why Forward-Forward Underperforms Backpropagation?
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
What Fits (Into Few Tokens) Doesn't Overfit: Compression and Generalization in ML Research Agents
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
LEIA: Learned Environment for Interactive Architected Materials
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
PRISM-Bench: A Benchmark of Puzzle-Based Visual Tasks with CoT Error Detection
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Memory Retrieval for Changing Preferences
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
A Training-Free Video Moment Retrieval Framework via Selection from Multiple Visual Prompts
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
AgentArk: Distilling Multi-Agent Intelligence into a Single LLM Agent
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Efficient Analytic Uncertainty Quantification for Multimodal Regression
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
AdaAlloc: Adaptive Visual Token Allocation for Long-Video Question Answering
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Post-hoc Selective Classification for Reliable Synthetic Image Detection
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Efficient and Transferable Agentic Knowledge Graph RAG via Reinforcement Learning
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
VTV-FM: Flow Matching through Variational Terminal-Velocity Closure
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Beyond Confidence: Rethinking Self-Assessments for Performance Prediction in LLMs
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Demystifying Numerical Errors in LLM Inference: Achieving Reproducible Inference for Mission-Critical Tasks with HEAL
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Causal Discovery from Unseen Environments
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
LLM-Based Multi-Agent Blackboard System for Information Discovery in Data Science
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
DOME: Drift-Adaptive On-Policy Motion Erasure in Video Diffusion Transformers
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
A Few Teacher Steps Go a Long Way: Cost-Efficient On-Policy Data Augmentation for Agent Post-Training
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Recursive Language Models
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Transformers Converge to Invariant Algorithmic Cores
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
A World Model of Radiologist Reading for Medical Image Representation Learning
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Uniform-in-Time Weak Propagation of Chaos in Shallow Neural Networks
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
TACT-KV: Tri-Axis Cosine Transform for Compressing Volumetric KV Caches in Medical VLMs
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Discrete Stochastic Localization for Non-autoregressive Generation
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
SALART-VQA: Diagnosing Whether VLMs Understand Salient Artifacts in Generated Images
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Language-Conditioned World Modeling for Visual Navigation
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Sharp Convergence and Sample Complexity of Policy Mirror Descent for Average-Reward MDPs
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Attention-Based Pretraining for Unsupervised Amortized Causal Discovery
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Task Vector Geometry Underlies Dual Modes of Task Inference in Transformers
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
When Are Semivalue-Based Decisions Identifiable? Robust Data Selection under Utility Ambiguity
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Sparsifying Correlation Clustering: Edge Coresets, Triangle Witnesses, and Observation Lower Bounds
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Truncated Riemannian (1+1)-ES for Black-Box Optimization with Intrinsic Dimension Guarantees
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
What Sound Tells You About the Room
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Online Change-point Detection using Foundation Probabilistic Forecasting Models
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Optimal Algorithms for Fixed-Graph Multi-Attribution Privacy
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Few-Step Diffusion Language Models via Trajectory Self-Distillation
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Which Tokens to Merge? Diffusion Dynamics for Efficient Image Generation
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
LIBERO-PeRM: Benchmarking Personalized Robotic Manipulation
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Embedding Foundation Model Predictions in Discrete-Choice Models with Structural Guarantees
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Spectral Graph Sparsification Preserves Representation Geometry in Graph Neural Networks
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Learning Orthonormal Bases for Function Spaces
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
CLR-voyance : Reinforcing Open-Ended Reasoning for Inpatient Clinical Decision Support with Outcome-Aware Rubrics
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Paint Anything: Toward Any-Color Controllable Image Generation and Editing
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Vibe-Spike: An Energy-Preserving EEG Foundation Model Through the Landscape of Neural Coherence
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
GeoWind2Plan: Mission-Time 3D Urban Wind Prediction for Energy-Efficient UAV Planning
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
AdShot: Benchmarking Multimodal Large Language Models for Video Advertisement Clipping
[
Slides]
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
A Control-Theoretic Approximation to Predictive Coding Dynamics
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Neural Harmonic Measure Operator
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Optimal Real-Data Allocation for Synthetic-Data-Augmented Inference
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Invariant Features in Language Models: Geometric Characterization and Model Attribution
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
SourceBench: Can AI Answers Reference Quality Web Sources?
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
CRANE: Constrained Reasoning Injection for Code Agents via Nullspace Editing
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
MaterialsSaddles: 34 Million Transition States and a Flow-Matching Saddle-Point Predictor for Materials
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
PM-LoRA: Scalable Continual Learning via Progressive Merging of Low Rank Adapters
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Pointwise Lipschitz Continuous Graph Algorithms
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Swift Sampling: Selecting Temporal Surprises via Taylor Series
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Systematic Scaling Analysis of Jailbreak Attacks in Large Language Models
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Foundation Models for Particle Accelerators
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
TKCAM: Text and Keyframe to Camera Trajectory Generation
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
SMILE: Bridging Continuous Optimization and Discrete Symbolic Recovery
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Absolute State-wise Constrained Policy Optimization: High-Probability State-wise Constraints Satisfaction
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
VeruSAGE-Bench: A Benchmark Suite for Rust System Verification
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
DeepVoting: Learning and Improving Voting Rules with Fine-Tuning
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
CSO-LLM: Class Subspace Orthogonalization for Post-Training Backdoor Detection and Trigger Inversion in LLMs
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Understanding Private Evolution as Learning-Augmented Clustering
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Coupled Integral PINN for Discontinuity
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
MoSE3: Learning World-Space SE(3) at Every Pixel
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Polynomial-Time Robust Multiclass Linear Classification under Gaussian Marginals
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Learning to Persuade a Biased Receiver
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Even Sharper Bounds for Transductive Learning and Its Applications
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Learning Visual Feature-Based World Models via Residual Latent Action
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
FedCF: Fair Federated Conformal Prediction
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Adapting Actively on the Fly: Relevance-Guided Online Meta-Learning with Latent Concepts for Geospatial Discovery
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Neural Expansion: A Unified Mechanism for How Deep Neural Network Generalize
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Training with (Swap) Regret Loss in a Single-Layer Self-Attention Model: A Case Study on the Probability Simplex
[
Poster]
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
PACEvolve++: Improving Test-time Learning for Evolutionary Search Agents
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
SimSD: Simple Speculative Decoding in Diffusion Language Models
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
The Path Not Taken: RLVR Learns Off the Principals
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
When Does Subspace Direction Matter for LoRA? Regime Analysis of the Magnitude Principle in Few-Shot Adaptation
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Inertia-1: An Open Exploration of Wearable Motion Foundation Models
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Evolution Fine-Tuning: Learning to Discover Across 371 Optimization Tasks
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
TraceDx: Criticality-Weighted Atomic Facts as a Training Signal for Sequential Clinical Diagnosis
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Model-Based Online Decision Making via Generative Trajectory Planning
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Be CARE-ful with Text-to-SQL Benchmarks
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Robust Instruction Compliance in Cooperative Multi-Agent Reinforcement Learning
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Tree Search With Predictions
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Online Learning with Certified Unlearning over Graphs
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Imitation from Observations with Trajectory-Level Generative Embeddings
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Q-MMR: Off-Policy Evaluation via Recursive Reweighting and Moment Matching
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Corrupted Plans, Clean Traces: What Planning-Execution Decoupling Reveals About CoT Monitoring
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Counterfactual Predictive State Representations: The Intrinsic Dimension of Partial-Information Games
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
BiMoGen: Bidirectional Motion-Text Generation via Unified Masked Discrete Diffusion
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
High Entropy Regularization Leads to Symmetry Equivariant Policies in Dec-POMDPs
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
AI Safety Evaluations Need More Human-AI Experiments
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Unsupervised Physics Informed Decomposition of Incomplete Time-Resolved Spectroscopy
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Action Chunking Proximal Policy Optimization with Feedback Correction
[
Poster]
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
MaRiO: Multi-agent Collaborative Reasoning via Shared Observations in MLLMs
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Decompose the Distillation: Interpretable Single-Pass Guidance for Diffusion Models
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
TaxaAdapter: Scaling Fine-grained Species Image Generation To the Tree of Life
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
L-Flow: Longitudinal Flow Matching for Progression-Aware Speech Biomarker Modeling
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Don't Deploy Fine-Tuned Genomic Foundation Models Without Privacy Evaluation: Reconstruction Vulnerability Is Unpredictable Without Empirical Measurement
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Autonomous Driving Research Requires a Community-Driven Data Paradigm
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Enabling Denoising Score Matching Type Training for Manifold Diffusion Model via Momentum and Splitting
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Robust Inference-Time Steering of Protein Diffusion Models via Embedding Optimization
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Concept-Localized Generative Representations
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
NINJA: A Navigator–Inspector Joint Architecture for Context-Efficient Issue Localization
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
FactorizedHMR: A Hybrid Framework for Video Human Mesh Recovery
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Impacts of Aggregation on Model Diversity and Consumer Utility
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Online Learning in Stabilized Linear Dynamical Games with Adversarial Disturbances
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
PACE: Two-Timescale Self-Evolution for Small Language Model Agents
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
WavFlow: Flowing Through Waveforms for Audio Generation
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Normalizing Flows are Capable Trajectory Planners
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Solving Max-Cut to Global Optimality via Feasibility-Preserving Graph Neural Networks
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
DeltaFugue: Orchestrating Spatial and Associative Memory for Algorithmic Length Generalization
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Alignment Needs 'Cognitive Control': On The Role of Regularization in LLM Alignment
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Bridging Modalities, Spanning Time: Structured Memory for Ultra-Long Agentic Video Reasoning
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
A$^3$Bench: A Benchmark for Compositional Reasoning over Aggressive Interactions in Videos
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Beyond Trajectory Matching: Reflow with Marginal Distribution Alignment
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Approaching Effective Merging in Model Embedding Space
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Spectral Measures of Mamba Conductances Predict and Shape Effective Receptive Fields
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Learning to Price with Persuasion
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Reaching a Consensus in Predictive Loops
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
DDBench: A Benchmark for Agentic Debugging on Distributed Systems
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Benchmark Recovery Does Not Certify a Frozen Tool-Trigger Contract After Quantization
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
PBT-Bench: Benchmarking AI Agents on Property-Based Testing
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Efficient Multi-Source Prompt Adaptation for Cross-Domain Open-Vocabulary Learning
[
Poster]
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Language Denoising Objectives Extend the Value of Limited Data
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Attention as In-Context Empirical Bayes: A Two-Stage View via Particle Dynamics
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
On the Meta-Design of Allocation Problems
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Characterizing Underrepresentation in Generalizing Causal Survival Estimates
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Generating the Unheard: Phylogeny-Guided Latent Generation for Ancestral Sound Reconstruction
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
On the Design Space of Discrete Diffusion Online Adaptation for Molecular Optimization
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Hydra: Towards Transferable Multi-Task Learning on Temporal Graphs
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Sticky Jump Diffusions: A Unifying Framework for Discrete, Continuous, and Hybrid Diffusion
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Adaptive Delayed-Update Cyclic Algorithm for Variational Inequalities
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
CurveRL: Principled Distribution-Aware Context Reweighting for LLM Reasoning
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
The two clocks and the innovation window: When and how generative models learn rules
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Learning to Persuade Exposes How Easily LLMs Abandon Correct Beliefs
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
VLA-REPLICA: A Low-Cost, Reproducible Benchmark for Real-World Evaluation of Vision-Language-Action Models
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Algorithmic Impact Reveals the Hidden Structure of Alignment
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Optimizing Computational-Statistical Runtime for Wasserstein Distance Estimation
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Beyond What Seems Necessary: Hidden Gains from Scaling Training-Time Reasoning Length under Outcome Supervision
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
ColdDDI: Evaluating Knowledge Utilization in Cold-Start Drug-Drug Interaction Prediction
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Optimization Dynamics Imprint Semantic Specificity in Contrastive Embedding Norms
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Towards Understanding Momentum Acceleration in River-Valley Loss Landscape
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Transferable, Time-Parallel Graph Dynamics via Space-Time Factorization
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
A Single-Sample Polylogarithmic Regret Bound for Nonstationary Online Linear Programming
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Improving Context-Shift Robustness of Convolutional Networks via Context-Regularized Cross-Entropy
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Robust Policy Optimization to Prevent Catastrophic Forgetting
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Mitigating Factual Hallucination in Large Reasoning Models via Mixed-Mode Advantage Regularization
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Compositional Reasoning in Language Models under Reinforcement Learning Post-Training
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Self-Tuning Graph Filters via State-Dependent Operator Composition
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Achieving adaptivity and optimality for multi-armed bandits using Exponential-Kullback Leibler Maillard Sampling
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
A Deep Learning Framework for Scalar-on-Function Models
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Compositional Policy Optimization with Language Models
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
BLEND: Balancing Personalization vs. Generalization in Federated Vision–Language Models
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
DropKV: Decoupling Residual-Output Perturbation for Near-Optimal KV-Cache Eviction
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Differentially Private Sparse Reward Estimation with Preference Feedback
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Near-Optimal Sample Complexity of Robust Reinforcement Learning with KL Uncertainty Set
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
$\chi$-Bench: Can AI Agents Automate End-to-End, Long-Horizon, Policy-Rich Healthcare Workflows?
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
RnR: a meta-solver for causal discovery in undersampled time series data
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
PORT: Preference Optimization via Robust Token-Level Reweighting
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
ThinkJEPA: Empowering Latent World Models with Large Vision-Language Reasoning Model
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Online Imitation Learning for Stabilizing Vlasov--Poisson Plasmas
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Heterogeneous Parallelism for Multimodal Large Language Model Training
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Depth Exploration for LLM Decoding
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Gumbo: Gumbel Optimized High-Temperature Speculative Sampling
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Mitigating Object Hallucination in Large Vision-Language Models via False Discovery Controlled Visual Data Splitting
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
FairTune Market: A Fair and Trustworthy Marketplace for Fine-Tuned LLMs via Posted-Price & Proper-Scoring Mechanisms
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Capturing In-Context Learning Dynamics with Task Operators
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Ordinary Least Squares as an Attention Mechanism
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Scaling Multi-Teacher Distillation for Digital Pathology
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
On Time, Within Budget: Constraint-Driven Online Resource Allocation for Agentic Workflows
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Do Deep Networks Forget Initialization? A Forgetting-Time View of Practical Inductive Bias
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Toward a Unified Statistical Theory of Unsupervised Pretraining and Supervised Neural Knowledge Graph Learning
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
TENG-BC: Time-Evolving Natural Gradient for High-Accuracy Neural PDE Solvers with General Boundary Conditions
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Statistical Estimation of Adversarial Risk in Large Language Models under Best-of-N Sampling
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
How well behaved is finite dimensional Diffusion Maps embedding?
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Generative Control as Optimization: Time Unconditional Flow Matching for Adaptive and Robust Robotic Control
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Flow Matching Reinforcement Learning via SDE Inference
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Sinkhorn Based Associative Memory Retrieval Using Spherical Hellinger Kantorovich Dynamics
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Perfect Parallelization in Mini-Batch SGD with Classical Momentum Acceleration
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Manifold Sampling via Entropy Maximization
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Factored Generative Models through Mechanism Diversity
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
LaCache: Robust Semantic Caching for LLM Serving
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Embodied AI Cannot Scale Without Open-Source Distributed Geometric Optimization Backends for Life-Scale Egocentric Data
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Estimating the expected output of wide random MLPs more efficiently than sampling
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
MolmoMotion: Forecasting Point Trajectories in 3D with Language Instruction
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Adaptive Test Case Discovery for LLM-Assisted Decision Making in High-Stakes Domains
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Video Models Can Reason with Verifiable Rewards
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Deployment-Time Online Imitation Learning from Corrective Demonstrations
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Natural Policy Gradient as Doubly Smoothed Policy Iteration: A Bellman-Operator Framework
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
ProcObject-10K: Benchmarking Object-Centric Procedural Understanding in Instructional Videos
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
AI-Assisted Classification under Correlation Neglect and Trust
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
What Does an Observability Forecasting Foundation Model Know?
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Mixture-of-Chains: Learning Causal Graphs from Human Knowledge
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Transformers Provably Implement In-Context Reinforcement Learning with Policy Improvement
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
The Unembedding Bottleneck: A Mechanistic Analysis of Single Digit Counting in LLMs
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
BehaviorBench: Modeling Real-World User Decisions from Behavioral Traces
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Revisiting Diffusion Model Predictions Through Dimensionality
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Instructing LLMs to Negotiate using Reinforcement Learning with Verifiable Rewards
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
RAGBoost: Robust Tabular Learning via Retrieval-Augmented and Ancillary-Guided Gradient Boosting
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Learning the Signature of Memorization in Autoregressive Language Models
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Offline-Online Reinforcement Learning for Linear Mixture MDPs
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Differentiable Bit-Widths: Co-optimizing Pruning and Quantization via SVD for Ultra-Efficient LLM Compression
[
Poster]
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Magnetic Resonance Unpaired Image Translation with Pseudometric Schrödinger Bridges
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Contextualized Evaluation of Vision Language Models through Dynamic Interviews
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Measuring Safety Alignment Effects in Autonomous Security Agents
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
TriSearch: Learning to Optimize Triangulations via Bistellar Flips
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Lang-SVG: Hierarchical Image Vectorization with Language Priors
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
ITPEval: Benchmarking Formal Translation Across Interactive Theorem Provers
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
NPUsper: Eliminating Redundant Computation for Real-Time Whisper on Mobile NPUs
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Classification at the Edge of Stability: Unifying Self-Stabilization and Convergence Rates
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Learning Chance-Constrained MDPs with Bellman Distributional Certificates
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
OBLIQ-Bench: Exposing Overlooked Bottlenecks in Modern Retrievers with Latent and Implicit Queries
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
PhyMotion: Structured 3D Motion Reward for Physics-Grounded Human Video Generation
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
MedExAgent: Training LLM Agents to Ask, Examine, and Diagnose in Noisy Clinical Environments
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Exploring MLLM-Diffusion Information Transfer with MetaCanvas
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
When Everyone Can Submit: Designing Contests with Transparent Pre-Selection
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
CogBench: Evaluating Cognitive-Level Control in LLM Question Generation
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Stochastic Interpolants via Conditional Dependent Coupling
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
MarkTune: Improving the Quality-Detectability Trade-off in Model-Embedded LLM Watermarking
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Efficient Collaborative LLM Fine-Tuning over Heterogeneous Mobile Devices via Many Backbones to One Side-Network Tuning
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Learning Polyhedral Conformal Sets for Robust Optimization
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
MAdam: Metric-Aware Multi-Objective Adam
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
PhysicianBench: Evaluating LLM Agents in Real-World EHR Environments
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Approximation Algorithms for GPU Pricing under Finite Capacity
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Exploiting Fine-Tuning Structures to Improve Adversarial Transferability on Downstream SAM
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
LACE: Lattice Attention for Cross-thread Exploration
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
ELSA3D: Elastic Semantic Anchoring for Unified 3D Understanding and Generation
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
DPrivBench: Benchmarking LLMs' Reasoning for Differential Privacy
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
nuReasoning: A Reasoning-Centric Dataset and Benchmark for Long-Tail Autonomous Driving
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Active Learning for Conditional Generative Compressed Sensing
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Finite-Sample Convergence in Networked Average Reward MARL: Decentralization Pitfalls and Entropy Remedies
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
OptiWorld: Optimal Control for Video World Generation under Physical Constraints
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Computational Dynamic Mechanism Design
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
SMASH: Probing Speech Recognition Robustness via Semantically Targeted Bit Flips
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
On the Convergence Analysis of Muon
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Understanding Circulant Permutation to Extend the CMinHash Estimator
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
TimeWarp: Evaluating Web Agents by Revisiting the Past
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Neural Field Thermal Tomography: A Differentiable Physics Framework for Non-Destructive Evaluation
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Video Forensic Self-Descriptions: Leveraging Temporally Distributed Forensic Microstructures for Zero-Shot Detection of AI-Generated Videos
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Test-Time Gradient Guidance of Flow Policies in Reinforcement Learning
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Reasoning Pathologies in Large Language Models: A Diagnostic Perspective
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
You Can’t Have It Both Ways: Concept Entanglement Limits Diffusion Model Unlearning
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Audible World Models: Spatially Aware Sound Generation for 3D Worlds
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
B$^3$-PWL: GPU-Batched Branch-and-Bound for Piecewise-Linear Optimization with SOS2 Constraints
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Sparse Multimodal Switching State-Space Models for Regime-Dependent Neural Connectivity under Partial Observations
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
AdaPaD: Adaptive Parallel Deflation for PEFT with Self-Correcting Rank Discovery
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Relational Feature Distillation for Lightweight 3D Point Cloud Segmentation
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Rank-Transformed Dissimilarity Profiles for High-Dimensional Classification
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Structured Sparse Memory for Recurrent Reasoning
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Contrastive Nonmyopic Objective Cost-Tradeoff Acquisition for Longitudinal Data
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
CFC26: Building Evaluations for Deployment in Sonar-Based Fish Counting
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Efficient Neural Field Learning via Adaptive Coverage and Focused Sampling
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Action-Level Behavior Policy Optimization for Variance-Reduced Policy Gradients
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Language-Based Agent Control
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Learning-Augmented Online Scheduling with Parsimonious Preemption
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
TDBench: Benchmarking Vision Language Models on Top-Down Image Understanding
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
SURF: Steering the Scalarization Weight to Uniformly Traverse the Pareto Front
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Fast Approximate $\ell_p$ Chamfer Distance via Lopsided Embeddings and Structured JL
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Towards Visual Query Segmentation in the Wild
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Beyond Thinking: Imagining in 360$^\circ$ for Humanoid Visual Search
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Proper Agnostic Learning of Functions of Halfspaces
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
DictLLM: Post-training Compression of Large Language Model with Dictionary Kernels
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
When Reasoning Meets Its Laws
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
TRIAGE: Evaluating Prospective Metacognitive Control in LLMs under Resource Constraints
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Debiasing Sketched Ridge Regression: A Functional Estimation Perspective
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Severity-Controlled Prediction Sets for Medication Recommendation
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Efficient Transferable Optimal Transport via Min-Sliced Transport Plans
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Information-Directed Offline-to-Online Reinforcement Learning
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Computer Science Conferences Should Require Nonrepudiable Experimental Results
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Sequential Probabilistic Uncertainty Estimation for Parallel Multi-Agent Reasoning Systems
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Factor Augmented High-Dimensional SGD
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Position: We Need Greater Transparency to Maintain Research Pipeline Reliability Despite GenAI
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Language Model Goal Selection Differs from Humans' in a Self-Directed Learning Task
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Learning Large-Scale Competitive Team Behaviors with Mean-Field Interactions
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Adaptive Calibration in Non-Stationary Environments
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Joint Consistency: A Unified Test-Time Aggregation Framework via Energy Minimization
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
$\gamma$-weakly $\theta$-up-concavity: A Unified Framework for Non-Convex Optimization Beyond DR-Submodular and OSS Functions
[
OpenReview]
Poster
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Don't Always Pick the Highest-Performing Model: An Information Theoretic View of LLM Ensemble Selection
[
OpenReview]
Session
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Atlanta Poster Session 5
Session
Sat Dec 12 02:30 AM -- 04:00 AM (AEDT) None
Paris Oral Session 10
Session
Sat Dec 12 07:30 AM -- 08:30 AM (AEDT) None
Atlanta Oral Session 3A
Session
Sat Dec 12 07:30 AM -- 08:30 AM (AEDT) None
Atlanta Oral Session 3B
Workshop
Sat Dec 12 08:00 AM -- 10:15 AM (AEDT) @ MR C4.3 None
AMP Challenge: A Benchmark for Generative AI in Antimicrobial Peptide Design
[
OpenReview]
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ MR C4.6 & C4.7 None
Self-Evolving Diversity-Driven Search for Robust AI Systems
[ OpenReview]
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ MR C3.4 & C3.5 None
Interpreting Agent Behavior (IAB): Human-Centered Interpretation for Understanding Agents, Humans, and Interaction
[ OpenReview]
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ Hall 1 None
Foundation Models for the Brain and Body
[ OpenReview]
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ Cockle Bay Room 2 None
Transitioning from Pre-training to Post-training
[ OpenReview]
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ Cockle Bay Room 1 None
XAI4science: Knowledge Discovery and Trust through Interpretable Foundation Models
[ OpenReview]
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ MR C2.5 & C2.6 None
AI Foundations for Power Grids: From Models to Deployment at Scale
[ OpenReview]
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ Parkside 1 None
The Third Workshop on GenAI for Health: Agentic Systems, Clinical Trust, and Future Potential
[ OpenReview]
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ MR C4.8 None
2nd Embodied Spatial Reasoning (ESR) Workshop
[ OpenReview]
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ MR C4.1 None
ATTRIB: Workshop on Data Attribution and Provenance
[ OpenReview]
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ MR C3.3 None
Workshop on the Linguistic Principles for Foundation Models
[ OpenReview]
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ MR E5.4 & 5 None
Responsible Communication of Machine Learning Research in Biomedicine
[ OpenReview]
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ MR C4.11 None
Real-Time Conversational Agents: Toward Natural Multimodal Interaction
[ OpenReview]
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ MR C2.2 & C2.3 None
Can We Trust AI Evaluation? Robustness, Causality, and Risk in Modern AI Assessment
[ OpenReview]
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ Hall 2 None
AI4Mat-NeurIPS-2026: NeurIPS-2026 Workshop on AI for Accelerated Materials Design
[ OpenReview]
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ Hall 4 None
Beyond Next Token Prediction: Diffusion and Flow Models for Next-Generation Decoding
[ OpenReview]
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ Hall 5 None
Who Verifies the Agents? Toward Reliable Agent Development
[ OpenReview]
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ MR C3.2 None
Beyond Private Training: The New Landscape of AI Privacy
[ OpenReview]
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ Parkside 2 None
PTA: From Pretrained Representations to Acting Agents -- Bridging Pretraining, Planning, and Test-Time Decision Making
[ OpenReview]
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ Hall 3 None
Continual Learning in the Era of Foundation Models and Embodied Agents
[ OpenReview]
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ MR C3.6 None
On-Device Intelligence: Foundation Models under Real-World Constraints
[ OpenReview]
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ Grand Ballroom B1 None
AI for Science: Verification in the Age of AI Scientists
[ OpenReview]
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ Grand Ballroom B2 & B3 None
8th Robot Learning Workshop: Is Physical AI Going Zero-Shot?
[ OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
How to Have a Sensitive Debate
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Saliency-Aware Multi-Route Thinking: Grounding and Reasoning on Vision-Language Agents
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
GenScale: A Benchmark for Relative Object Scale in Image Generation and Editing
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Forced Deferral: Manipulating Routing Decisions in Multimodal LLM Cascades
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Total Variation Rates for Riemannian Flow Matching
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
QueryStop: Dynamic Stop Signals for Efficient Streaming Inference
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Physical AI Smart Spaces: A Large-Scale Benchmark for Multi-Camera 3D Perception in Smart Spaces
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
When Latents Forget Pixels: Restoring Fidelity in Diffusion Transformer Super-Resolution
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SASA: Subspace-Aware Sparse Autoencoders for Effective Mechanistic Interpretability
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
PocketVE: Stable and Controllable Structure-Based Drug Design with Variance-Exploding Diffusion
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SILSA: Sliding-Window Slice Latents for Topology-Preserving High-Resolution 3D Generation
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Asymmetric Phase Coding Audio Watermarking
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Self-Supervised Keyframe Discovery for Horizon-Invariant Behavior Cloning
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Monoculture Robust Learning
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Benchmarking Fine-Grained Spatio-Temporal Awareness in Embodied Brain Models
[
Poster]
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
MathlibPR: Pull Request Merge-Outcome Benchmark for Formal Mathematical Libraries
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Stochastic Dynamic Barrier Perturbed Gradient Methods for Nonconvex Simple Bilevel Optimization
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
What Should Embeddings Embed? Autoregressive Models Represent Latent Generating Distributions
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
ScaleBITS: Scalable Bitwidth Search for Hardware-Aligned Mixed-Precision LLMs
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
AI Agents Push Humans Out of the Loop
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Automatically Refining Coding Rules for AI Coding Agents
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Guarding the Life Code: Preserving Membership Privacy in Genomic Foundation Models
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Watermarking as a Learned Intrinsic Property of Diffusion Models
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Cat-DPO: Category-Adaptive Safety Alignment
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Risk-Calibrated Context Selection for Healthcare Multi-Agent Handoff
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
State-of-art minibatches via novel DPP kernels: discretization, wavelets, and rough objectives
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
MOSAIC: Module Discovery via Sparse Additive Identifiable Causal Learning for Scientific Time Series
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Interpreting Neural Combinatorial Optimization via Evolving Programmatic Bottlenecks
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Correlating Cross-Iteration Noise for DP-SGD using Model Curvature
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Representing Part-Whole Hierarchy with Nested Neuronal Coherence
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
A second order regret bound for NormalHedge
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
A Multi-Fidelity Control Variate Approach for Policy Gradient Estimation
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
B2P-Corr: Batch-to-Population Gradient Estimators for Non-Decomposable Correlation Losses
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
OmniShotCut: Holistic Relational Shot Boundary Detection with Shot-Query Transformer
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Provable Test-Time Scaling for Beam Search in LLM Reasoning
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Witness Overlap: Directional Provenance Inside Open-Weight Model Families
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Evidential Semantic Uncertainty Decomposition for Large Language Models
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Nonconvex Decentralized Stochastic Bilevel Optimization under Heavy-Tailed Noise
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Automated Hypothesis Discovery for Characterizing Annotation Disagreement
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Taming the Curses of Multiagency in Robust Markov Games with Large State Space through Linear Function Approximation
[
Poster]
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
JobBench: Aligning Agent Work With Human Will
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Prudent-Banker: No Extra Fees for Baseline Safety in Adversarial Bandits With and Without Delays
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Continuity Laws for Sequential Models
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Runtime Verification of Multiple Natural Language Criteria for Agent Governance
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Whole-Body Compliant Control via Learned Force-Regulation Modules
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Auditing Cross-Lingual Fairness in Language Model Watermarking
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Stability in Multi-Step Reasoning via Jacobian-based Error Accumulation Analysis
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Learning Process Rewards via Visitation Matching for Efficient RL
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Training Generalizable Collaborative Agents via Strategic Risk Aversion
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Provable Quantization with Randomized Hadamard Transform
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Optimal sequential tests yield log-optimal e-processes
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Semantic Search over 9 Million Mathematical Theorems
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
AI GAMESTORE: Scalable, Open-Ended Evaluation of Machine General Intelligence with Human Games
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Gradient descent inference in empirical risk minimization
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
On the Geometry and Latent-Space Composition of Hypernetwork-Generated LoRAs
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Escaping the Cognitive Well: Efficient Competition Math with Off-the-Shelf Models
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SOL-ExecBench: Speed-of-Light Benchmarking for Real-World GPU Kernels Against Hardware Limits
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Predictive 4D Generation with Latent State Machines
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
From Weeks to Hours: Fast and Principled SFT Curation for LLM
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Improving Function Space Flow Matching with Kernel Optimal Transport
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Beyond IPS: Reliable Counterfactual Evaluation in Multi-Stage Ad Systems without Logged Propensities
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Calibrating LLMs with Semantic-level Reward
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Cross-Attentive Bayesian Low-Rank Adaptation for Multimodal Uncertainty Estimation
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Arena-T2I Hard: Benchmarking and Improving Faithfulness with Dependency-Aware Checklist Rewards
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
PAAC: Privacy-Aware Agentic Device-Cloud Collaboration
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
RTEB: An Overfitting-Resistant Benchmark for Embedding Model Evaluation
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
HyCO: A Hybrid Neural Solver for Combinatorial Optimization
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
DBPS: Doob-Bridge Posterior Sampler with Balanced Endpoint-Population Control for Unpaired Neurodegenerative Pathology Transport
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Developmental Visual Experience Scaffolds Grounded Concept Acquisition in Vision-Language Models
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Feature Learning Dynamics in Infinite-Depth Neural Networks
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
BOOST: Power-Optimal Strong-FWER Testing for Block-Structured Multiplicity
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
PhyMetric: Diagnosing Physical Plausibility in Text-to-Video Generation via Scene-Level QA
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Wavefunction Flows: Efficient Quantum Simulation of Continuous Flow Models
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
RaZeR: Pushing the Limits of NVFP4 Quantization with Redundant Zero Remapping
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Normalizing Trajectory Models
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Diffusion-DRF: Free, Rich, and Differentiable Reward for Video Diffusion Fine-Tuning
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
FlashBoB: I/O-Efficient Exact Backward-over-Backward for Softmax Attention
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Deployment-Memory LLM Test-Time Training Should Require Behavioral Evidence Beyond Perplexity
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Transcoda: End-to-End Zero-Shot Optical Music Recognition via Data-Centric Synthetic Training
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
TIDE: Every Layer Knows the Token Beneath the Context
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Improving Conditional Modeling via Inter-Class Likelihood-Ratio Maximization and Unifying Classifier-Free Guidance with Alignment Objectives
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
When Uncertainty Is the Target: Adversarial Attacks on Uncertainty-Aware Predictors
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Online Learning on Hidden-Convex Losses via Algorithmic Equivalence: Optimal Regret, Geometric Barrier, and Bandit Feedback
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Contrast encodes inductive bias: separating slow noise from dynamics in predictive representation learning
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Structured Human-Like Agentic Flow for RTL Design
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Composing Diffusion Priors with Explicit Physical Context via Generative Gibbs Sampling
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Denoising Distances in Metric Measure Spaces
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Bayesian Preference Learning for Test-Time Steerable Reward Models
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Targeted Review for AI-Assisted Biodiversity Surveys: Active Continuous-Score Occupancy Modeling
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Precise but Uncoupled: Reviewer Precision Does Not Guarantee Critique Uptake in Multi-Agent Math Reasoning
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
The Query Complexity of Local Search in Rounds on General Graphs
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Youdunit: Single-Call Counterfactual Necessity in Multi-Agent LLM Systems
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Optimal Learning-Augmented Algorithm for Online Bidding
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Local linear convergence of gradient methods for overparameterized Gaussian mixtures
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
OmniMechanism Design for Human-AI Collaboration with Impressionable Minds
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
LEMON-ZEST: Evolution-Informed Tokenization for Efficient Protein Language Modeling
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Space-Optimal Streaming Algorithms via Efficient Encodings
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Truthful Calibration Errors for Multi-Class Prediction
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Grounded-Exo2Ego: Structured Semantic Grounding for Robust Exocentric-to-Egocentric Video Generation
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Linear Regression Under Misalignment: Algorithms and Theoretical Results
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
E4GEN: Event-level Explainable Extreme-Enhanced Time-series Generation
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
STARFlow2: Bridging Language Models and Normalizing Flows for Unified Multimodal Generation
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
CASL: Concept-Aligned Sparse Latents for Interpreting Diffusion Models
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Rethinking Visual Attribution for Chest X-ray Reasoning in Large Vision Language Models
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Mixture of Layers: Dynamic Layer Routing for Visual Reasoning
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
ANCRe: Adaptive Neural Connection Reassignment for Efficient Depth Scaling
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Runtime Monitoring of Perception-Based Autonomous Systems via Embedding Temporal Logic
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Unified High-Probability Analysis of Stochastic Variance-Reduced Estimation
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
From Preference Data to Personalization: Tracing Sycophancy in Large Language Models
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Training Transformers for KV-Cache Compressibility
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
ReToken: One Token to Improve Vision–Language Models for Visual Retrieval
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Corrected Integrated Laplace Approximation for Bayesian Inference in Latent Gaussian Models
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
On the Invariance and Generality of Neural Scaling Laws
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Two-Sided Learning in Matching Markets with Interviews
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Streaming Interventions: Can Video LLMs Correct Mistakes as They Occur?
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
AstraFlow: Dataflow-Oriented Reinforcement Learning for Agentic LLMs
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Opening the Black Box of Classifier-Free Guidance via Information Bottleneck
[
Poster]
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Guaranteed Noisy CP Tensor Recovery via Riemannian Optimization on the Segre Manifold
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
FindStatBench: Evaluating Large Language Models on Combinatorial Code Synthesis
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Self-Supervised Doppler-Guided RF Odometry
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
From Heartbeat to Cardiochoreography: A Mechanics Foundation Model for Individualized 4D Cardiac Motion Generation Conditioned on Electrophysiology
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Forward Shapley Scoring for Non-Myopic Active Feature Acquisition
[
Poster]
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Temporal Gradient Inversion for Private Trajectory Reconstruction in Embodied Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Grounding Multimodal Reasoning with Evidence-Ablated Negatives
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
MPQ: A Message-Passing View of Post-Training Quantization
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Agent-Native Research Artifacts
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Prediction-only distillation with optimal mixing in ridge-regularized linear and logistic regression
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
ABC: Any-Subset Autoregression via Non-Markovian Diffusion Bridges in Continuous Time and Space
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
PolyMind: Exploring Width Scaling for Reflective Reasoning in Language Agents
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
CoScan: Multi-Scale Content-Adaptive Space-Filling Scans for Causal State-Space Image Restoration
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SplitZip: Ultra Fast Lossless KV Compression for Disaggregated LLM Serving
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
PatternBloom: Empowering Agentic RAG with Externalized RL-Distilled Graph Patterns
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Policy Optimization in Hybrid Discrete-Continuous Action Spaces via Mixed Gradients
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Align-RAG: Alignment Is All You Need for TSFM In-Context Learning
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
MOSAIC-CONUS: A Multimodal, Multi-Temporally Paired dataset for Earth Sciences
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Auditor-Assisted Summary-Channel Verification for Hosted LLM Identity Substitution
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Generative Cross-Entropy: A Strictly Proper Loss for Data-Efficient Classification
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
FluxLite: Inference-Time Proposal Control for Discrete Diffusion Models
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Fisher-R1: Training LLM Agents for Reliable Hypothesis Testing
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Towards Settling the Complexity of Non-Euclidean Parallel Convex Optimization
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Multidimensional Observer Model and Perceptual Dimensions of Human Image Quality Assessment
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SCOUT: Planning under Occlusion via Object-Centric World Model Rollouts
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
VASR: Variance-Aware Systematic Resampling for Diffusion Models
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Cross-Dialect Generalization Without Retraining: Benchmarks and Evaluation of Schema-Derived Constrained Decoding for MLIR
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
VLS: A Vision-Language-Shape Model for Open-Vocabulary Partonomic 3D Reconstruction
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
DRScaffold: Boosting Dense-Scene Reasoning in Lightweight Vision Language Models
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Markovian Experimental Design under Concept Drift
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Personal Visual Memory from Explicit and Implicit Evidence
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
GPT-Image-Edit-1M: An Auditable Million-Scale Dataset for Instruction-Guided Image Editing
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Riemannian Lyapunov Framework: Optimization as Closed-Loop Control on Riemannian Manifolds
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
RuleSmith: Multi-Agent LLMs for Automated Game Balancing
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SLIC: Reinforcement Fine-Tuning Small LMs for Multi-Turn Analog Circuit Optimization
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
MemLeak: Diagnosing Information Leaks in Multimodal Agent Memory
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
OASES: Outcome-Aligned Search-Evaluation Co-Training for Agentic Search
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
One Model, Two Roles: Emergent Specialization in a Shared Recurrent Transformer
[
Poster]
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
PM1: A Multimodal Foundation Model for Genomes, Phenotypes, and Images at Biobank Scale
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
The Illusion of Forgetting: Rank Leakage in Knowledge Editing and Its Mitigation
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
AVI-HT: Adaptive Vision-IMU Fusion for 3D Hand Tracking
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
AsymHP: Load-Balanced Sparse Attention for Video Diffusion Transformers
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Geometric Signatures of Reasoning: A Spectral Perspective on Task Hardness
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Missing data and cluster graphs: cluster-level missingness vs variable-level missingness
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Prototypes of the Mind: A Unified Framework for Probing the Visual Brain
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Default Feature Representations of the Cognitive Map
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Base Items Overfit, New Items Underfit: Hidden Cost of Joint Training in Incremental Adaptation
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Direct Acceleration of Stochastic Root-Finding Without Variance Reduction and Regularization
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Combating Catastrophic Forgetting in Continual Domain Adaptation via Knowledge Recasting
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Projected Neural Additive Models as Universal Approximators
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Efficiently Representing Algorithms With Chain-of-Thought Transformers
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Latent Barrier Steering: Hierarchical Safety for Generative Planning
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
OmniMem: Scalable and Adaptive Memory Retrieval for Long Video Generation
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
BSTabDiff: Block-Subunit Diffusion Priors for High-Dimensional Tabular Data Generation
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Verifying Neural Networks with Reinforcement Learning
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Who, Where, and What? Forensic Localization in LLM-Based Multi-Agent Systems
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Benchmarking Risk Attitudes of LLMs
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
She Performs Your Voice: A Unified Speech and Dance Motion Model
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SARA: Step-Adaptive Rank Adjustment for Diffusion Inference Acceleration
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
MAGNET: Manifold-Aware Graph Diffusion Network for Connectome Generation
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
InstructVVT: Instruction-Driven Video Virtual Try-On without Auxiliary Spatial Priors
[
Poster]
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
A Multimodal Benchmark for Evaluating Cause-of-Death Inference Using Child Health and Mortality Data
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
MoMHa: Multi-Objective Optimization of LLM Harnesses over Accuracy, Safety, and Tokens
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
ConQuR: Corner Aligned Activation Quantization via Optimized Rotations for LLMs
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Dual Dimensionality for Local and Global Attention
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Token Time Continuous Diffusion for Language Modeling
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
ContractBench: Can LLM Agents Preserve Observation Contracts?
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Localizing and Repairing Sparse-Prompt Failure in SAM Decoders via Box-to-Point Counterfactual
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Driving Video Retrieval for Complex Queries with Structured Grounding
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Submodular Clustering beyond $1-1/e$
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
A Process-Level Evaluation of LLM Discovery Agents
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
ReaLM: A Unified Red-Teaming Benchmark for Physical-World VLMs
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Self-Consuming Generative Models with Co-Evolving Human Preferences
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
RoPEMover: Depth-Aware Object Relocation via Positional Embeddings
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Beyond Risky Activities: Bridging the Supervision Gap for Situational Risk Reasoning
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Paradoxical noise preference in RNNs
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Class-Mixed Diffusion Augmentation for Shortcut-Breaking in Continual Learning
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Non-Linear Pricing Restores Tractability for a Data Seller
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
PerturbReason: A Knowledge-Grounded Benchmark and Framework for Cell-State–Conditioned Mechanistic Reasoning of Perturbation Effects
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Motion-o: Trajectory-Grounded Video Reasoning
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Borda-Based Fair Multi-User Dueling Bandit in Tabular and Generalized Linear Settings
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Trellis4D: Complex 4D Mesh Generation
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
When Helpfulness Becomes Sycophancy: Sycophancy is a Boundary Failure Between Social Alignment and Epistemic Integrity in Large Language Models
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
LEAD: Length-Efficient Adaptive and Dynamic Reasoning for Large Language Models
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
MARS: Harmonizing Multimodal Convergence via Adaptive Rank Search
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
In-Context Optimization for Retrieval-Augmented Generation: A Gradient-Descent Perspective
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Conservation Laws for Diffusion Models
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Scaling Whole-Body Loco-Manipulation through Compositional Data Synthesis
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Panoptic Scene Program Diffusion Transformer
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Learning from Language Feedback via Variational Policy Distillation
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Heavy-Tailed Flow Matching via Random Clocks
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
NitroBox: Lightning-Fast Sandbox for Large-Scale RL Training
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
OATS: Online Data Augmentation for Time Series Foundation Models
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
RoSeViT: Role-Separated Vision Transformers for ARC Visual Reasoning
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Likelihood-Free Generative Policy Optimization
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Viverra: Text-to-Code with Guarantees
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Deep-Koopman-KANDy: Dictionary Discovery for Deep-Koopman Operators with Kolmogorov-Arnold Networks for Dynamics
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Reasoning with Sampling: Cutting at Decision Points
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Invariance and Body-Order Compose Additively: Minimax Rates on $\mathrm{SO}(3)^n$
[
Poster]
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Evolutionary Feature Engineering for Structured Data
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
JudgmentBench: Comparing Rubric and Preference Evaluation for Quality Assessment
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
VLSplat: Vision-Language Guided Object-Centric 3D Gaussian Splatting via Scene Graph
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Found in Conversation: LLMs Teach Themselves to Close the Multi-Turn Gap
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Dynamic Treatment on Networks
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Unifying Reasoning and Planning through Energy Minimization
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
GOLD PANNING: Strategic Context Shuffling for Needle-in-Haystack Reasoning
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
PortPy: A Benchmark for AI and Optimization in Cancer Radiotherapy Planning
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
HybridCache: Enhancing Prefix Caching for Linear–Softmax Language Models
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
A Topological Encoder Decoder Framework for Temporal Graph Learning
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
AgentAbstain: Do LLM Agents Know When Not to Act?
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
FedIndex: Federated Domain Adaptation with Continuous Domain Indices
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
A Scalable Measure of Loss Landscape Curvature for Analyzing the Training Dynamics of LLMs
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
MLLMs Fail to Refuse when Using Tools Agentically
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Shared Truth: Emergent Truth Properties in Large Language Models via Heterogeneous Injection-based Transfer
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
When Safety Becomes An Outlier: Understanding the Retention of LLM Safety Behaviors
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Discovering Symbolic Differential Equations with Symmetry Invariants
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Bayes-pFCL:Bayesian Personalized Federated Continual Learning
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Routing as a Singular Reparameterization: A Closed-Form Pushforward Prior and Exact Bayesian Complexity in a Minimal Proxy
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
DeepArrhythmia: Segment-Contextualized ECG Arrhythmia Classification via Selective Evidence Acquisition
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
MCM-DM: Towards Better Spatio-Temporal Event Representation Learning via Discrete Morse Theory
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
GeoSPRINT: Geometric Redundancy-Aware Step Pruning for Inference in Diffusion Trajectories
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
TRACER: Token ReAssignment for Concept ERasure in Generative Recommendation
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
From Talking Words to Sharing Thoughts: Scalable Multi-LLM Aggregation via Structured Message Passing
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Skill-Coupled Policy Optimization with Calibrated Group-Wise Advantage Estimation
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Semantic Optimal Transport for Sparse Autoencoder Feature Matching and Circuit Compression
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Finite-Memory Control of POMDPs: Fundamental Limits and Efficient Design
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Extending 3D Reconstruction Models to Any Camera
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Factorized Spectral Representations for Reinforcement Learning
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Adapting in the Dark: Efficient and Stable Test-Time Adaptation for Black-Box Models
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
The Sharp Directions Are Against You: Curvature Analysis of Activation Steering
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Bias, Measurement Error, and Double-Dipping: When Can GNN Convolutions Help Brain Connectome Prediction?
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Loop alignment: Self-organized Weight Transpose in Predictive Coding through Independent Hebbian Plasticity.
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Reward Bias Substitution: Single-Axis Bias Mitigations Redirect Optimization Pressure
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Learning Interpretable Switching Dynamics in Shared Neural-Behavioral Latent Space
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Learn Locally, Recurse Globally: Neural Circuit Synthesis Beyond Training Depth
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
TraXion: Rethinking Pre-training Frameworks for Mobility and Beyond
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
LogT: Logically Think with Images for Visual Search
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SAMPPO: Structure-Aware Mirror Proximal Policy Optimization
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Policy Gradient Algorithms in Average-Reward Multichain MDPs
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Lean4Agent: Formal Modeling and Verification for Agent Workflow and Trajectory
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SapiensID 2.0: Aligning Human Recognition Foundation Models with Human Perception
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Rethinking Language Model Scaling under Transferable Hypersphere Optimization
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
A Principled Self-Referenced Early Stopping Approach for Deep Image Prior
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Diversity Maximization: Algorithms for Distant $k$-Subsets
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
ABC-Align: Prediction-Powered Alignment with Adaptive Bias Control
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Oracle Supervision Transfers for Hyperparameter Prediction in Model-Based Image Denoising
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Learning-Augmented Mechanism Design for Facility Location under $L_p$-Norm Social Costs
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
CAST: Causal Anchored Simplex Transport for Distribution-Valued Time Series
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
CultureRed: Benchmarking Culture-Specific AI Safety Based on Global Statutes
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
High Probability Risk Control for Online Policy Learning
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
AVSD: Adaptive-View Self-Distillation by Balancing Consensus and Teacher-Specific Privileged Signals
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Feature learning in high-dimensions under structured covariance: Scaling laws in quadratic networks
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Cornerstones or Stumbling Blocks? Deciphering the Rock Tokens in On-Policy Distillation
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Concurrence of Symmetry Breaking and Nonlocality Phase Transitions in Diffusion Models
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
DnNP: Denoising Input Uncertainty in Neural Processes
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Disentangling Where and When: Factored Spatio-Temporal Explanations for Video Action Recognition
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
MCP-Atlas: A Large-Scale Benchmark for Tool-Use Competency with Real MCP Servers
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Progressive Risk Estimation for Accident Anticipation
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
GLOBE: Accurate Surrogates for Boundary-Driven PDEs via Domain-Inspired Architectures and Equivariance
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
On the Fragility of Latent Knowledge: Layer-wise Influence under Unlearning in Large Language Model
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Nearly Optimal Attention Coresets
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Simple KNN-Based Outlier Detection Achieves Robust Clustering
[
OpenReview]
Poster
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
RoMo Hands: A Large Scale Richly Organized Text to Hand Motion Dataset
[
OpenReview]
Session
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Atlanta Poster Session 6
Break
Sat Dec 12 09:00 AM -- 09:30 AM (AEDT) None
Coffee & Snacks
Break
Sat Dec 12 12:00 PM -- 01:00 PM (AEDT) None
Retail Lunch
Workshop
Sat Dec 12 01:00 PM -- 03:15 PM (AEDT) @ MR C4.3 None
QuantiPhy Challenge: Quantitative Physical Reasoning for VLMs
[
OpenReview]
Break
Sat Dec 12 03:00 PM -- 03:30 PM (AEDT) None
Coffee & Snacks
Competition
Sat Dec 12 03:30 PM -- 05:45 PM (AEDT) @ MR C4.3 None
RoCo-Spring: The Robust Correspondence Challenge
[
OpenReview]
Workshop
Sat Dec 12 06:30 PM -- 04:30 AM (AEDT) @ Salle 251 None
ELLIS Workshop on the Foundations of LLM Post-Training in Changing Environments
[ OpenReview]
Workshop
Sat Dec 12 06:30 PM -- 04:15 AM (AEDT) @ Sorbonne Amphitheater 44 None
2nd Workshop on Advances in Representation Learning for Earth Observation (REO-2)
[ OpenReview]
Workshop
Sat Dec 12 06:30 PM -- 04:15 AM (AEDT) @ Sorbonne Room 108 None
AIDaR: AI Data Readiness for Scientific Discovery
[ OpenReview]
Workshop
Sat Dec 12 06:30 PM -- 04:15 AM (AEDT) @ Sorbonne Amphitheater 43 None
Sim2Science: ML with Imperfect Scientific Models
[ OpenReview]
Workshop
Sat Dec 12 06:30 PM -- 04:15 AM (AEDT) @ Sorbonne Amphiteater 34B None
Grounded User Simulation for Model Evaluation and Training:\\ Diversity, Fidelity, and Validity
[ OpenReview]
Workshop
Sat Dec 12 06:30 PM -- 04:15 AM (AEDT) @ Sorbonne Amphitheater 55B None
Machine Learning for Spatially Resolved High-dimensional Biology
[ OpenReview]
Workshop
Sat Dec 12 06:30 PM -- 04:30 AM (AEDT) @ Salle 242 None
2nd Workshop on Principles of Generative Modeling (PriGM)
[ OpenReview]
Workshop
Sat Dec 12 06:30 PM -- 04:15 AM (AEDT) @ Sorbonne Room 109 None
AI for Chip Design
[ OpenReview]
Workshop
Sat Dec 12 06:30 PM -- 04:15 AM (AEDT) @ Sorbonne Room 106 None
RoboPAD: Post-Training Adaptation of Robot Foundation Models
[ OpenReview]
Workshop
Sat Dec 12 06:30 PM -- 04:30 AM (AEDT) @ Salle 241 None
Foundations of Agentic Systems Theory (FAST)
[ OpenReview]
Workshop
Sat Dec 12 06:30 PM -- 04:30 AM (AEDT) @ Salle 253 None
AI and the Self: Human Identity, Authenticity, and Agency in the Age of AI
[ OpenReview]
Workshop
Sat Dec 12 06:30 PM -- 04:30 AM (AEDT) @ Salle 252 None
Trustworthy AI for Good (AI4GOOD) Workshop
[ OpenReview]
Workshop
Sat Dec 12 06:30 PM -- 04:15 AM (AEDT) @ Sorbonne Amphitheater 55A None
Reinforcement Learning for Experimental Sciences: Bridging the Simulation-to-Reality Gap
[ OpenReview]
Workshop
Sat Dec 12 11:00 PM -- 01:15 AM (AEDT) @ Salle TD None
AIMO Interpretability Challenge
[
OpenReview]
Competition
Sun Dec 13 12:00 AM -- 02:15 AM (AEDT) @ C210 None
Agenthon 2026: Verifiable AI for Quantitative Finance (Executable Oracles for Code, Forecasts, Simulation, and Market Analysis)
[
OpenReview]
Workshop
Sun Dec 13 12:00 AM -- 09:00 AM (AEDT) @ C205 None
Can We Trust the Judge? Building Reliable Evaluation for Language Models
[ OpenReview]
Workshop
Sun Dec 13 12:00 AM -- 09:00 AM (AEDT) @ Hall C3 None
MATH-AI: The 6th Workshop on Mathematical Reasoning and AI
[ OpenReview]
Workshop
Sun Dec 13 12:00 AM -- 09:00 AM (AEDT) @ C108-C109 None
Interpretability for Discovery: Understanding and Discovering Novel Knowledge in AI Models
[ OpenReview]
Workshop
Sun Dec 13 12:00 AM -- 09:00 AM (AEDT) @ C111-112 None
AI Agents for Biomedical Imaging and Multimodal Clinical Data
[ OpenReview]
Workshop
Sun Dec 13 12:00 AM -- 09:00 AM (AEDT) @ C102 (Aud) None
EconML: Economics for Machine Learning
[ OpenReview]
Workshop
Sun Dec 13 12:00 AM -- 09:00 AM (AEDT) @ C105-C106 None
The Third Workshop on Long-Context Foundation Models
[ OpenReview]
Workshop
Sun Dec 13 12:00 AM -- 09:00 AM (AEDT) @ C206 None
NeurIPS 2026 Workshop on SaTQuML: Secure and Trustworthy Quantum Machine Learning
[ OpenReview]
Workshop
Sun Dec 13 12:00 AM -- 09:00 AM (AEDT) @ C208-C209 None
World Models for High-Stakes Health: Reliable Clinical Trial Simulation and Intervention-Aware Reasoning
[ OpenReview]
Workshop
Sun Dec 13 12:00 AM -- 09:00 AM (AEDT) @ C202-C204 None
NeurIPS’26 Workshop on AI-Native Academia: Authorship, Peer Review, and Conference Governance under AI
[ OpenReview]
Workshop
Sun Dec 13 12:00 AM -- 09:00 AM (AEDT) @ C101 (Aud) None
Dynamics at the Frontiers of Optimization, Sampling, and Games
[ OpenReview]
Workshop
Sun Dec 13 12:00 AM -- 09:00 AM (AEDT) @ C201 None
AI and Science: Evolution or Extinction?
[ OpenReview]
Workshop
Sun Dec 13 12:00 AM -- 09:00 AM (AEDT) @ C113-114 None
AI for Verifiable Coding: Human-Aligned Collaborative Agents for Autoformalization, Proofs, and Heuristics
[ OpenReview]
Competition
Sun Dec 13 01:30 AM -- 03:45 AM (AEDT) @ Salle TD None
FAIR Universe Weak Lensing ML Uncertainty Challenge on Distribution Shifts in Cosmology
[
OpenReview]
Competition
Sun Dec 13 02:30 AM -- 04:45 AM (AEDT) @ C210 None
Fusion Equilibrium Challenge: Inferring & Transferring Magnetic Geometry without Magnetic Diagnostics
[
OpenReview]
Workshop
Sun Dec 13 05:00 AM -- 07:15 AM (AEDT) @ C210 None
The Virtual Embryo Challenge: Generative Modeling of Embryogenesis Across Space, Scale and Time
[
OpenReview]
Workshop
Sun Dec 13 06:30 PM -- 04:15 AM (AEDT) @ Sorbonne Room 106 None
LIGHT: Deployable Small Foundation Models
[ OpenReview]
Workshop
Sun Dec 13 06:30 PM -- 04:30 AM (AEDT) @ Salle 252 None
AXIOM: Foundations of Efficient Deep Learning
[ OpenReview]
Workshop
Sun Dec 13 06:30 PM -- 04:15 AM (AEDT) @ Sorbonne Amphitheater 55B None
AI for Meta-Science: Scaling and Organizing Science in the Age of AI Scientists
[ OpenReview]
Workshop
Sun Dec 13 06:30 PM -- 04:30 AM (AEDT) @ Salle 242 None
Bridging Optimal Transport, Learning and Structured Data: Toward Geometric Distributional Learning
[ OpenReview]
Workshop
Sun Dec 13 06:30 PM -- 04:30 AM (AEDT) @ Salle 253 None
Foundations of Language Model Security: Theory, Practice, and Fundamental Limits
[ OpenReview]
Workshop
Sun Dec 13 06:30 PM -- 04:15 AM (AEDT) @ Sorbonne Amphitheater 43 None
Agentic Systems for Molecular Sciences
[ OpenReview]
Workshop
Sun Dec 13 06:30 PM -- 04:15 AM (AEDT) @ Sorbonne Amphitheater 44 None
Personalized, Aligned, Long-Term Memory for AI Systems (PALM) Workshop
[ OpenReview]
Workshop
Sun Dec 13 06:30 PM -- 04:15 AM (AEDT) @ Sorbonne Room 108 None
Representations for the Physical Sciences
[ OpenReview]
Workshop
Sun Dec 13 06:30 PM -- 04:30 AM (AEDT) @ Salle 243 None
Privacy in the Era of Large Opaque Models: Theoretical, Legal, and Practical Perspectives
[ OpenReview]
Workshop
Sun Dec 13 06:30 PM -- 04:30 AM (AEDT) @ Salle 251 None
E-Values: From Statistics to ML
[ OpenReview]
Workshop
Sun Dec 13 06:30 PM -- 04:30 AM (AEDT) @ Salle 241 None
Neural Network Artifacts as a New Data Modality
[ OpenReview]
Workshop
Sun Dec 13 06:30 PM -- 04:15 AM (AEDT) @ Sorbonne Room 109 None
Real-Time Multimodal Conversational AI
[ OpenReview]
Workshop
Sun Dec 13 06:30 PM -- 04:15 AM (AEDT) @ Sorbonne Amphiteater 34B None
SLM-Agents: 1st Workshop on SLMs for Agentic Systems
[ OpenReview]
Workshop
Sun Dec 13 06:30 PM -- 04:15 AM (AEDT) @ Sorbonne Amphitheater 55A None
Generalization for Time Series in Tight Settings: Latency, Inference, Memory, prIvacy and Sustainability (TS-LIMITS)
[ OpenReview]
Workshop
Sun Dec 13 08:30 PM -- 10:45 PM (AEDT) @ Salle TD None
The Smart Buildings Challenge: Learning Foundation Models for Real-World Optimization at Scale
[
OpenReview]
Workshop
Sun Dec 13 11:00 PM -- 01:15 AM (AEDT) @ Salle TD None
The Steerability Challenge
[
OpenReview]
Workshop
Mon Dec 14 12:00 AM -- 09:00 AM (AEDT) @ C113-114 None
Integrating Generative and Experimental Platforms for Biomolecular Design (GEM)
[ OpenReview]
Workshop
Mon Dec 14 12:00 AM -- 09:00 AM (AEDT) @ C101 (Aud) None
Medical Reasoning with Multimodal Foundation Models
[ OpenReview]
Workshop
Mon Dec 14 12:00 AM -- 09:00 AM (AEDT) @ C208-C209 None
Workshop on Evaluation of Interactive Agents
[ OpenReview]
Workshop
Mon Dec 14 12:00 AM -- 09:00 AM (AEDT) @ Hall C3 None
Workshop on Towards Test-Time Continual Learning Agents
[ OpenReview]
Workshop
Mon Dec 14 12:00 AM -- 09:00 AM (AEDT) @ C211-213 None
The BabyVLM Workshop: Toward Developmentally Plausible Multimodal Systems
[ OpenReview]
Workshop
Mon Dec 14 12:00 AM -- 09:00 AM (AEDT) @ C105-C106 None
Human-AI Coevolution: Measuring Human-Agent Teams in the Agentic Era
[ OpenReview]
Workshop
Mon Dec 14 12:00 AM -- 09:00 AM (AEDT) @ C111-112 None
Second Workshop on MLxOR: Mathematical Foundations and Operational Integration of Machine Learning for Uncertainty-Aware Decision-Making
[ OpenReview]
Workshop
Mon Dec 14 12:00 AM -- 09:00 AM (AEDT) @ C201 None
Workshop on Resource-Aware Agentic AI
[ OpenReview]
Workshop
Mon Dec 14 12:00 AM -- 09:00 AM (AEDT) @ C205 None
SocialAgent: Second Workshop on Large Language Models for Social Reasoning and Simulation
[ OpenReview]
Workshop
Mon Dec 14 12:00 AM -- 09:00 AM (AEDT) @ C102 (Aud) None
The Agentic Web: Networked, Continually-Adapting Agent Ecosystems
[ OpenReview]
Workshop
Mon Dec 14 12:00 AM -- 09:00 AM (AEDT) @ C108-C109 None
DevAI: Developmental Perspectives on AI
[ OpenReview]
Workshop
Mon Dec 14 12:00 AM -- 09:00 AM (AEDT) @ C206 None
Continual Learning for Enterprise AI Agents
[ OpenReview]
Successful Page Load