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{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #302
Heterogeneous Graph Transformers for Simultaneous Mobile Multi-Robot Task Allocation and Scheduling under Temporal Constraints
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{location} Oral Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #902
Stop the Nonconsensual Use of Nude Images in Research
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Poster]
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OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2903
Truthful Aggregation of LLMs with an Application to Online Advertising
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OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #206
FairDICE: Fairness-Driven Offline Multi-Objective Reinforcement Learning
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{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4311
A Minimalistic Unified Framework for Incremental Learning across Image Restoration Tasks
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{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1900
System-1.5 Reasoning: Traversal in Language and Latent Spaces with Dynamic Shortcuts
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{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3608
Transformer Copilot: Learning from The Mistake Log in LLM Fine-tuning
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{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3801
Diffusion-Based Hierarchical Graph Neural Networks for Simulating Nonlinear Solid Mechanics
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{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3314
Optimal Single-Policy Sample Complexity and Transient Coverage for Average-Reward Offline RL
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OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3205
Error Forcing in Recurrent Neural Networks
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OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5106
Policy learning “without” overlap: Pessimism and generalized empirical Bernstein’s inequality
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{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2900
Uniform Generalization Bounds on Data-Dependent Hypothesis Sets via PAC-Bayesian Theory on Random Sets
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JMLR]
{location} Oral Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5105
Position: Machine Learning Conferences Should Establish a "Refutations and Critiques" Track
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OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1109
The Right to Red-Team: Adversarial AI Literacy as a Civic Imperative in K-12 Education
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OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1015
OVERT: A Benchmark for Over-Refusal Evaluation on Text-to-Image Models
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OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #114
PHANTOM: A Benchmark for Hallucination Detection in Financial Long-Context QA
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OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #312
Factorio Learning Environment
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{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1613
MolVision: Molecular Property Prediction with Vision Language Models
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{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4915
mmWalk: Towards Multi-modal Multi-view Walking Assistance
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{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1809
MedAgentBoard: Benchmarking Multi-Agent Collaboration with Conventional Methods for Diverse Medical Tasks
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{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3505
The ML.ENERGY Benchmark: Toward Automated Inference Energy Measurement and Optimization
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OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #403
Reasoning Gym: Reasoning Environments for Reinforcement Learning with Verifiable Rewards
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1405
VideoGameQA-Bench: Evaluating Vision-Language Models for Video Game Quality Assurance
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1509
PUO-Bench: A Panel Understanding and Operation Benchmark with A Privacy-Preserving Framework
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4604
From Objects to Anywhere: A Holistic Benchmark for Multi-level Visual Grounding in 3D Scenes
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{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1701
CarbonGlobe: A Global-Scale, Multi-Decade Dataset and Benchmark for Carbon Forecasting in Forest Ecosystems
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{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4605
Hyperphantasia: A Benchmark for Evaluating the Mental Visualization Capabilities of Multimodal LLMs
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{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #601
Amortized Variational Transdimensional Inference
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{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4606
Fire360: A Benchmark for Robust Perception and Episodic Memory in Degraded 360° Firefighting Video
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{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1804
PerturBench: Benchmarking Machine Learning Models for Cellular Perturbation Analysis
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{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2604
Disentanglement Beyond Static vs. Dynamic: A Benchmark and Evaluation Framework for Multi-Factor Sequential Representations
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{location} Oral Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1307
Machine Unlearning Doesn't Do What You Think: Lessons for Generative AI Policy and Research
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #112
IR-OptSet: An Optimization-Sensitive Dataset for Advancing LLM-Based IR Optimizer
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #615
AutoOpt: A Dataset and a Unified Framework for Automating Optimization Problem Solving
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{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1915
HawkBench: Investigating Resilience of RAG Methods on Stratified Information-Seeking Tasks
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4100
OpenS2V-Nexus: A Detailed Benchmark and Million-Scale Dataset for Subject-to-Video Generation
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{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4609
MONITRS: Multimodal Observations of Natural Incidents Through Remote Sensing
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{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #111
Nemotron-CLIMB: Clustering-based Iterative Data Mixture Bootstrapping for Language Model Pre-training
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{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #809
QuestBench: Can LLMs ask the right question to acquire information in reasoning tasks?
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{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1305
Semantic-KG: Using Knowledge Graphs to Construct Benchmarks for Measuring Semantic Similarity
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OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1615
All that structure matches does not glitter
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4612
Impromptu VLA: Open Weights and Open Data for Driving Vision-Language-Action Models
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{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #800
FlowerTune: A Cross-Domain Benchmark for Federated Fine-Tuning of Large Language Models
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{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3710
Chain-of-Model Learning for Language Model
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{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5201
RBench-V: A Primary Assessment for Visual Reasoning Models with Multimodal Outputs
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{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #215
A Temporal Difference Method for Stochastic Continuous Dynamics
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1913
MRSAudio: A Large-Scale Multimodal Recorded Spatial Audio Dataset with Refined Annotations
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OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1912
T1: A Tool-Oriented Conversational Dataset for Multi-Turn Agentic Planning
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{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #310
EconGym: A Scalable AI Testbed with Diverse Economic Tasks
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OpenReview]
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #109
APIGen-MT: Agentic Pipeline for Multi-Turn Data Generation via Simulated Agent-Human Interplay
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{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #801
FLiP: Towards Comprehensive and Reliable Evaluation of Federated Prompt Learning
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{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #204
PARROT: A Benchmark for Evaluating LLMs in Cross-System SQL Translation
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{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1611
Bridging Equivariant GNNs and Spherical CNNs for Structured Physical Domains
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{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4413
Spik-NeRF: Spiking Neural Networks for Neural Radiance Fields
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{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1115
Mitigating Sexual Content Generation via Embedding Distortion in Text-conditioned Diffusion Models
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{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #710
Deep Legendre Transform
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #116
Sample-Efficient Multi-Round Generative Data Augmentation for Long-Tail Instance Segmentation
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4615
Recurrent Attention-based Token Selection for Efficient Streaming Video-LLMs
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{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4203
Let Them Talk: Audio-Driven Multi-Person Conversational Video Generation
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3207
No-Regret Thompson Sampling for Finite-Horizon Markov Decision Processes with Gaussian Processes
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{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5203
FlexOLMo: Open Language Models for Flexible Data Use
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5503
Learning Multi-Source and Robust Representations for Continual Learning
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3000
Asymptotically Stable Quaternion-valued Hopfield-structured Neural Network with Periodic Projection-based Supervised Learning Rules
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2606
CoUn: Empowering Machine Unlearning via Contrastive Learning
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4914
Denoising Trajectory Biases for Zero-Shot AI-Generated Image Detection
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #500
Inference with correlated priors using sisters cells
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1909
GRIP: A Graph-Based Reasoning Instruction Producer
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #405
ResponseRank: Data-Efficient Reward Modeling through Preference Strength Learning
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5207
Exploring the Translation Mechanism of Large Language Models
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #308
Bayesian Ego-graph inference for Networked Multi-Agent Reinforcement Learning
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1907
AVCD: Mitigating Hallucinations in Audio-Visual Large Language Models through Contrastive Decoding
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5208
Theoretical Insights into In-context Learning with Unlabeled Data
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3504
NeuroGenPoisoning: Neuron-Guided Attacks on Retrieval-Augmented Generation of LLM via Genetic Optimization of External Knowledge
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4001
RAPTR: Radar-based 3D Pose Estimation using Transformer
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1506
IDOL: Meeting Diverse Distribution Shifts with Prior Physics for Tropical Cyclone Multi-Task Estimation
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3503
Distributional Autoencoders Know the Score
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2115
Memory by accident: a theory of learning as a byproduct of network stabilization
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3003
Consistency Conditions for Differentiable Surrogate Losses
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #511
Multi-Task Vehicle Routing Solver via Mixture of Specialized Experts under State-Decomposable MDP
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2209
Improving Energy Natural Gradient Descent through Woodbury, Momentum, and Randomization
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3404
DLoFT: Gradient-Decoupled Fine-Tuning for Generalizable Long Chain-of-Thought Reasoning
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2510
Self-Supervised Learning of Graph Representations for Network Intrusion Detection
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2909
Solving Neural Min-Max Games: The Role of Architecture, Initialization & Dynamics
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5209
RFMPose: Generative Category-level Object Pose Estimation via Riemannian Flow Matching
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1505
BeliefMapNav: 3D Voxel-Based Belief Map for Zero-Shot Object Navigation
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #614
Omni-R1: Reinforcement Learning for Omnimodal Reasoning via Two-System Collaboration
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4910
EA3D: Online Open-World 3D Object Extraction from Streaming Videos
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3501
Positional Fragility in LLMs: How Offset Effects Reshape Our Understanding of Memorization Risks
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #716
Escaping saddle points without Lipschitz smoothness: the power of nonlinear preconditioning
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1212
Differentially Private Gomory-Hu Trees
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3900
CoreGuard: Safeguarding Foundational Capabilities of LLMs Against Model Stealing in Edge Deployment
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3609
Deep Taxonomic Networks for Unsupervised Hierarchical Prototype Discovery
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2504
Faster Generic Identification in Tree-Shaped Structural Causal Models
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4003
AdaMSS: Adaptive Multi-Subspace Approach for Parameter-Efficient Fine-Tuning
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4719
Retrv-R1: A Reasoning-Driven MLLM Framework for Universal and Efficient Multimodal Retrieval
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2211
Hierarchical Implicit Neural Emulators
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5210
Safety Pretraining: Toward the Next Generation of Safe AI
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #408
Prompted Policy Search: Reinforcement Learning through Linguistic and Numerical Reasoning in LLMs
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3209
Global Convergence for Average Reward Constrained MDPs with Primal-Dual Actor Critic Algorithm
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3210
Sample Complexity of Distributionally Robust Average-Reward Reinforcement Learning
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3704
Towards Pre-trained Graph Condensation via Optimal Transport
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2608
Object-Centric Concept-Bottlenecks
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #410
Segment Policy Optimization: Effective Segment-Level Credit Assignment in RL for Large Language Models
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #715
An Adaptive Algorithm for Bilevel Optimization on Riemannian Manifolds
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3514
GSPN-2: Efficient Parallel Sequence Modeling
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3715
What's Producible May Not Be Reachable: Measuring the Steerability of Generative Models
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3500
Belief-Calibrated Multi-Agent Consensus Seeking for Complex NLP Tasks
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3600
Training Language Models to Reason Efficiently
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1617
Revisiting Orbital Minimization Method for Neural Operator Decomposition
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4416
SyncHuman: Synchronizing 2D and 3D Generative Models for Single-view Human Reconstruction
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2114
In Silico Mapping of Visual Categorical Selectivity Across the Whole Brain
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #802
PubSub-VFL: Towards Efficient Two-Party Split Learning in Heterogeneous Environments via Publisher/Subscriber Architecture
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4210
FlashMo: Geometric Interpolants and Frequency-Aware Sparsity for Scalable Efficient Motion Generation
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5319
Personalized Image Editing in Text-to-Image Diffusion Models via Collaborative Direct Preference Optimization
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{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2111
Modelling the control of offline processing with reinforcement learning
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3405
AgentTTS: Large Language Model Agent for Test-time Compute-optimal Scaling Strategy in Complex Tasks
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3703
Adjusted Count Quantification Learning on Graphs
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5318
ChartSketcher: Reasoning with Multimodal Feedback and Reflection for Chart Understanding
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4717
VIBE: Annotation-Free Video-to-Text Information Bottleneck Evaluation for TL;DR
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1904
Lua-LLM: Learning Unstructured-Sparsity Allocation for Large Language Models
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2110
ZEBRA: Towards Zero-Shot Cross-Subject Generalization for Universal Brain Visual Decoding
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3318
On the Entropy Calibration of Language Models
[
Poster]
[
OpenReview]
{location} Oral Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #912
In Search of Adam’s Secret Sauce
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3006
Median Selection with Noisy and Structural Information
[
Poster]
[
OpenReview]
{location} Oral Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3601
Exploring Diffusion Transformer Designs via Grafting
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2908
Multi-Agent Learning under Uncertainty: Recurrence vs. Concentration
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1715
Accurately Predicting Protein Mutational Effects via a Hierarchical Many-Body Attention Network
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3007
Any-stepsize Gradient Descent for Separable Data under Fenchel–Young Losses
[
Slides]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2006
DeepASA: An Object-Oriented Multi-Purpose Network for Auditory Scene Analysis
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3602
Nabla-R2D3: Effective and Efficient 3D Diffusion Alignment with 2D Rewards
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1113
Guiding LLM Decision-Making with Fairness Reward Models
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #816
Convergence Rates of Constrained Expected Improvement
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2801
Gaussian Regression-Driven Tensorized Incomplete Multi-View Clustering with Dual Manifold Regularization
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3718
Next Semantic Scale Prediction via Hierarchical Diffusion Language Models
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3910
When Models Don’t Collapse: On the Consistency of Iterative MLE
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3406
Universal Cross-Tokenizer Distillation via Approximate Likelihood Matching
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3702
OCN: Effectively Utilizing Higher-Order Common Neighbors for Better Link Prediction
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5315
The Graphon Limit Hypothesis: Understanding Neural Network Pruning via Infinite Width Analysis
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4006
Complexity Scaling Laws for Neural Models using Combinatorial Optimization
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1502
VRAG-RL: Empower Vision-Perception-Based RAG for Visually Rich Information Understanding via Iterative Reasoning with Reinforcement Learning
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #916
Robust Satisficing Gaussian Process Bandits Under Adversarial Attacks
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3407
SpectraLDS: Provable Distillation for Linear Dynamical Systems
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #210
A-Mem: Agentic Memory for LLM Agents
[
Slides]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1813
Investigating and Mitigating Catastrophic Forgetting in Medical Knowledge Injection through Internal Knowledge Augmentation Learning
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1903
Audio Flamingo 3: Advancing Audio Intelligence with Fully Open Large Audio Language Models
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4715
Fully Spiking Neural Networks for Unified Frame-Event Object Tracking
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2707
TabSTAR: A Tabular Foundation Model for Tabular Data with Text Fields
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4315
Chain-of-Zoom: Extreme Super-Resolution via Scale Autoregression and Preference Alignment
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4317
Learning World Models for Interactive Video Generation
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2212
UEPI: Universal Energy-Behavior-Preserving Integrators for Energy Conservative/Dissipative Differential Equations
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3513
Recurrent Self-Attention Dynamics: An Energy-Agnostic Perspective from Jacobians
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3604
Fourier Token Merging: Understanding and Capitalizing Frequency Domain for Efficient Image Generation
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1111
Obliviator Reveals the Cost of Nonlinear Guardedness in Concept Erasure
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5312
Improving Generative Behavior Cloning via Self-Guidance and Adaptive Chunking
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4813
Towards 3D Objectness Learning in an Open World
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3913
A Geometrical Analysis of Kernel Ridge Regression and its Applications
[
Poster]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5310
OmniGen-AR: AutoRegressive Any-to-Image Generation
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #803
Unextractable Protocol Models: Collaborative Training and Inference without Weight Materialization
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #611
Informed Correctors for Discrete Diffusion Models
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3009
Online Prediction with Limited Selectivity
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4818
COS3D: Collaborative Open-Vocabulary 3D Segmentation
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4308
Temporal In‑Context Fine‑Tuning for Versatile Control of Video Diffusion Models
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1300
Distributionally Robust Feature Selection
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2306
Tree-Guided Diffusion Planner
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5010
Bridging the gap to real-world language-grounded visual concept learning
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1214
Private Continual Counting of Unbounded Streams
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #810
A Single-Loop First-Order Algorithm for Linearly Constrained Bilevel Optimization
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1514
Transstratal Adversarial Attack: Compromising Multi-Layered Defenses in Text-to-Image Models
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1108
StegoZip: Enhancing Linguistic Steganography Payload in Practice with Large Language Models
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #412
Constrained Best Arm Identification
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4007
SPC: Evolving Self-Play Critic via Adversarial Games for LLM Reasoning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1404
BridgePure: Limited Protection Leakage Can Break Black-Box Data Protection
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3908
The Cost of Robustness: Tighter Bounds on Parameter Complexity for Robust Memorization in ReLU Nets
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #413
WHAT MAKES MATH PROBLEMS HARD FOR REINFORCEMENT LEARNING: A CASE STUDY
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2508
MobileUse: A Hierarchical Reflection-Driven GUI Agent for Autonomous Mobile Operation
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3408
Convex Potential Mirror Langevin Algorithm for Efficient Sampling of Energy-Based Models
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3012
Stabilizing LTI Systems under Partial Observability: Sample Complexity and Fundamental Limits
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1001
Advancing Interpretability of CLIP Representations with Concept Surrogate Model
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #301
Enhancing Vision-Language Model Reliability with Uncertainty-Guided Dropout Decoding
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4312
UltraHR-100K: Enhancing UHR Image Synthesis with A Large-Scale High-Quality Dataset
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4008
DartQuant: Efficient Rotational Distribution Calibration for LLM Quantization
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #211
Mind the GAP! The Challenges of Scale in Pixel-based Deep Reinforcement Learning
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3716
Discrete Spatial Diffusion: Intensity-Preserving Diffusion Modeling
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2612
Flow Equivariant Recurrent Neural Networks
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3802
Learning Individual Behavior in Agent-Based Models with Graph Diffusion Networks
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2214
PDEfuncta: Spectrally-Aware Neural Representation for PDE Solution Modeling
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5307
Uncoupled and Convergent Learning in Monotone Games under Bandit Feedback
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #612
Rethinking Losses for Diffusion Bridge Samplers
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5306
T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4309
Overcoming Challenges of Long-Horizon Prediction in Driving World Models
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #213
IOSTOM: Offline Imitation Learning from Observations via State Transition Occupancy Matching
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4710
RoboRefer: Towards Spatial Referring with Reasoning in Vision-Language Models for Robotics
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5305
Safe RLHF-V: Safe Reinforcement Learning from Multi-modal Human Feedback
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5413
Information-Theoretic Reward Decomposition for Generalizable RLHF
[
Slides]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5013
DualFocus: Depth from Focus with Spatio-Focal Dual Variational Constraints
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2302
CAML: Collaborative Auxiliary Modality Learning for Multi-Agent Systems
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2600
Adaptive Data-Borrowing for Improving Treatment Effect Estimation using External Controls
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #407
CoT Information: Improved Sample Complexity under Chain-of-Thought Supervision
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2107
Learning Dynamics of RNNs in Closed-Loop Environments
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3714
MF-LLM: Simulating Population Decision Dynamics via a Mean-Field Large Language Model Framework
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1712
Implicit Generative Property Enhancer
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2301
Scaffolding Dexterous Manipulation with Vision-Language Models
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3304
Hadamard Test is Sufficient for Efficient Quantum Gradient Estimation with Lie Algebraic Symmetries
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #610
Least squares variational inference
[
Slides]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2813
Gatekeeper: Improving Model Cascades Through Confidence Tuning
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2805
Estimating Model Performance Under Covariate Shift Without Labels
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1002
Automated Detection of Visual Attribute Reliance with a Self-Reflective Agent
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #214
Asymmetric REINFORCE for off-Policy Reinforcement Learning: Balancing positive and negative rewards
[
Poster]
[
OpenReview]
{location} Oral Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1004
A is for Absorption: Studying Feature Splitting and Absorption in Sparse Autoencoders
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3015
Learning-Augmented Streaming Algorithms for Correlation Clustering
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3804
Generalizable Insights for Graph Transformers in Theory and Practice
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2807
Fréchet Geodesic Boosting
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #602
Functional Complexity-adaptive Temporal Tensor Decomposition
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3612
Riemannian Consistency Model
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5303
Emergent Temporal Correspondences from Video Diffusion Transformers
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3711
Learning to Insert for Constructive Neural Vehicle Routing Solver
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1005
Projecting Assumptions: The Duality Between Sparse Autoencoders and Concept Geometry
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1106
The Fluorescent Veil: A Stealthy and Effective Physical Adversarial Patch Against Traffic Sign Recognition
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1311
Convex Approximation of Two-Layer ReLU Networks for Hidden State Differential Privacy
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4013
Context-Aware Hierarchical Learning: A Two-Step Paradigm towards Safer LLMs
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5300
PUATE: Efficient ATE Estimation from Treated (Positive) and Unlabeled Units
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5400
PolyPose: Deformable 2D/3D Registration via Polyrigid Transformations
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #414
SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2416
On the Universal Near Optimality of Hedge in Combinatorial Settings
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3806
On topological descriptors for graph products
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4905
Unlabeled Data Improves Fine-Grained Image Zero-shot Classification with Multimodal LLMs
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1602
Towards Generalizable Multi-Policy Optimization with Self-Evolution for Job Scheduling
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1407
Blackbox Model Provenance via Palimpsestic Membership Inference
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4307
Scaling Diffusion Transformers Efficiently via $\mu$P
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4306
LoRAShop: Training-Free Multi-Concept Image Generation and Editing with Rectified Flow Transformers
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5402
Antidistillation Sampling
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #707
Convergence of Clipped SGD on Convex $(L_0,L_1)$-Smooth Functions
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2002
Skrull: Towards Efficient Long Context Fine-tuning through Dynamic Data Scheduling
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3615
Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4705
Image Token Matters: Mitigating Hallucination in Discrete Tokenizer-based Large Vision-Language Models via Latent Editing
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3905
MAP Estimation with Denoisers: Convergence Rates and Guarantees
[
Poster]
[
OpenReview]
{location} Oral Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #706
Analog In-memory Training on General Non-ideal Resistive Elements: The Impact of Response Functions
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1802
RadarQA: Multi-modal Quality Analysis of Weather Radar Forecasts
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1007
MIX: A Multi-view Time-Frequency Interactive Explanation Framework for Time Series Classification
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2000
On Evaluating LLM Alignment by Evaluating LLMs as Judges
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #907
Can DPO Learn Diverse Human Values? A Theoretical Scaling Law
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #415
GUI Exploration Lab: Enhancing Screen Navigation in Agents via Multi-Turn Reinforcement Learning
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3511
Two Heads are Better than One: Simulating Large Transformers with Small Ones
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1501
FlowRefiner: A Robust Traffic Classification Framework against Label Noise
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3616
Neural MJD: Neural Non-Stationary Merton Jump Diffusion for Time Series Prediction
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5404
Information-Computation Tradeoffs for Noiseless Linear Regression with Oblivious Contamination
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3510
Linear Transformers Implicitly Discover Unified Numerical Algorithms
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5504
Unifying Symbolic Music Arrangement: Track-Aware Reconstruction and Structured Tokenization
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2005
Program Synthesis via Test-Time Transduction
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2105
SynBrain: Enhancing Visual-to-fMRI Synthesis via Probabilistic Representation Learning
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2601
Causal Discovery over Clusters of Variables in Markovian Systems
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4000
Cost-Aware Contrastive Routing for LLMs
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2904
From Average-Iterate to Last-Iterate Convergence in Games: A Reduction and Its Applications
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4510
LinPrim: Linear Primitives for Differentiable Volumetric Rendering
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3106
Concentration and excess risk bounds for imbalanced classification with synthetic oversampling
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3312
On the Global Optimality of Policy Gradient Methods in General Utility Reinforcement Learning
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2104
Hierarchical Frequency Tagging Probe (HFTP): A Unified Approach to Investigate Syntactic Structure Representations in Large Language Models and the Human Brain
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #513
Bernstein–von Mises for Adaptively Collected Data
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1603
Activation-Guided Consensus Merging for Large Language Models
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4509
Rectified Point Flow: Generic Point Cloud Pose Estimation
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5408
VaporTok: RL-Driven Adaptive Video Tokenizer with Prior & Task Awareness
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3619
HOI-Dyn: Learning Interaction Dynamics for Human-Object Motion Diffusion
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #906
Deep Value Benchmark: Measuring Whether Models Generalize Deep values or Shallow Preferences
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3807
Axial Neural Networks for Dimension-Free Foundation Models
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2507
From Euler to AI: Unifying Formulas for Mathematical Constants
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #806
HyGen: Efficient LLM Serving via Elastic Online-Offline Request Co-location
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1710
RETRO SYNFLOW: Discrete Flow-Matching for Accurate and Diverse Single-Step Retrosynthesis
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3412
Mind the Gap: Removing the Discretization Gap in Differentiable Logic Gate Networks
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3809
A CLT for Polynomial GNNs on Community-Based Graphs
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1411
Class conditional conformal prediction for multiple inputs by p-value aggregation
[
Slides]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4703
Amplifying Prominent Representations in Multimodal Learning via Variational Dirichlet Process
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5410
Online Experimental Design With Estimation-Regret Trade-off Under Network Interference
[
Slides]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4917
SAM-R1: Leveraging SAM for Reward Feedback in Multimodal Segmentation via Reinforcement Learning
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #905
LARGO: Latent Adversarial Reflection through Gradient Optimization for Jailbreaking LLMs
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3805
You Only Spectralize Once: Taking a Spectral Detour to Accelerate Graph Neural Network
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1103
SafeVLA: Towards Safety Alignment of Vision-Language-Action Model via Constrained Learning
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3819
SilentStriker: Toward Stealthy Bit-Flip Attacks on Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2614
Scaling Language-centric Omnimodal Representation Learning
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3919
DepthVanish: Optimizing Adversarial Interval Structures for Stereo-Depth-Invisible Patches
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #512
Plasticity as the Mirror of Empowerment
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4305
Force Prompting: Video Generation Models Can Learn And Generalize Physics-based Control Signals
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4017
ARIA: Training Language Agents with Intention-driven Reward Aggregation
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2415
TRACE: Grounding Time Series in Context for Multimodal Embedding and Retrieval
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5017
FutureSightDrive: Thinking Visually with Spatio-Temporal CoT for Autonomous Driving
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #704
Stochastic Optimization in Semi-Discrete Optimal Transport: Convergence Analysis and Minimax Rate
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4702
Self-alignment of Large Video Language Models with Refined Regularized Preference Optimization
[
Slides]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2404
World-aware Planning Narratives Enhance Large Vision-Language Model Planner
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4018
Revitalizing SVD for Global Covariance Pooling: Halley’s Method to Overcome Over-Flattening
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5000
YOLOv12: Attention-Centric Real-Time Object Detectors
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4019
Robust Hallucination Detection in LLMs via Adaptive Token Selection
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5411
Geometric Logit Decoupling for Energy-Based Graph Out-of-distribution Detection
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3810
Sketch-Augmented Features Improve Learning Long-Range Dependencies in Graph Neural Networks
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4304
AutoEdit: Automatic Hyperparameter Tuning for Image Editing
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5412
WKV-sharing embraced random shuffle RWKV high-order modeling for pan-sharpening
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1513
TwinMarket: A Scalable Behavioral and Social Simulation for Financial Markets
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2610
CodeCrash: Exposing LLM Fragility to Misleading Natural Language in Code Reasoning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4303
Kernel Density Steering: Inference-Time Scaling via Mode Seeking for Image Restoration
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2101
S$^2$NN: Sub-bit Spiking Neural Networks
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3103
Nonlinear Laplacians: Tunable principal component analysis under directional prior information
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4511
PLANA3R: Zero-shot Metric Planar 3D Reconstruction via Feed-forward Planar Splatting
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1211
Perturb a Model, Not an Image: Towards Robust Privacy Protection via Anti-Personalized Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4506
KaRF: Weakly-Supervised Kolmogorov-Arnold Networks-based Radiance Fields for Local Color Editing
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4301
FLOWING: Implicit Neural Flows for Structure-Preserving Morphing
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #316
Hadamax Encoding: Elevating Performance in Model-Free Atari
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5415
ZeroPatcher: Training-free Sampler for Video Inpainting and Editing
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2617
Learning Shared Representations from Unpaired Data
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2407
EnerVerse: Envisioning Embodied Future Space for Robotics Manipulation
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2417
Less but More: Linear Adaptive Graph Learning Empowering Spatiotemporal Forecasting
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5418
Optimizing Anytime Reasoning via Budget Relative Policy Optimization
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #100
MuRating: A High Quality Data Selecting Approach to Multilingual Large Language Model Pretraining
[
Poster]
[
OpenReview]
{location} Oral Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1515
Position: Bridge the Gaps between Machine Unlearning and AI Regulation
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4200
Martian World Model: Controllable Video Synthesis with Physically Accurate 3D Reconstructions
[
Slides]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4400
SparseDiT: Token Sparsification for Efficient Diffusion Transformer
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4102
Normal-Abnormal Guided Generalist Anomaly Detection
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1301
RLVR-World: Training World Models with Reinforcement Learning
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2106
Shaping Sequence Attractor Schema in Recurrent Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2715
T-REGS: Minimum Spanning Tree Regularization for Self-Supervised Learning
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4700
Adaptive Re-calibration Learning for Balanced Multimodal Intention Recognition
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4111
Federated Dialogue-Semantic Diffusion for Emotion Recognition under Incomplete Modalities
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1100
Simple and Effective Specialized Representations for Fair Classifiers
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5401
Fundamental Limitations in Pointwise Defences of LLM Finetuning APIs
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4401
Balanced Conic Rectified Flow
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2714
Hierarchical Retrieval: The Geometry and a Pretrain-Finetune Recipe
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #515
Imitation Beyond Expectation Using Pluralistic Stochastic Dominance
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3416
ModHiFi: Identifying High Fidelity predictive components for Model Modification
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3016
PAC-Bayes Bounds for Multivariate Linear Regression and Linear Autoencoders
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2713
A Closer Look at TabPFN v2: Understanding Its Strengths and Extending Its Capabilities
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #201
ConceptScope: Characterizing Dataset Bias via Disentangled Visual Concepts
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3310
Preference-based Reinforcement Learning beyond Pairwise Comparisons: Benefits of Multiple Options
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3101
Normalization in Attention Dynamics
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #510
KL-Regularized RLHF with Multiple Reference Models: Exact Solutions and Sample Complexity
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5517
Integrating Drug Substructures and Longitudinal Electronic Health Records for Personalized Drug Recommendation
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1201
AgentBreeder: Mitigating the AI Safety Risks of Multi-Agent Scaffolds via Self-Improvement
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5515
CSGO: Content-Style Composition in Text-to-Image Generation
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3417
FlyLoRA: Boosting Task Decoupling and Parameter Efficiency via Implicit Rank-Wise Mixture-of-Experts
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #714
Hamiltonian Descent Algorithms for Optimization: Accelerated Rates via Randomized Integration Time
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5514
One for All: Universal Topological Primitive Transfer for Graph Structure Learning
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5206
A Signed Graph Approach to Understanding and Mitigating Oversmoothing
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #703
Learning with Statistical Equality Constraints
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5500
Uncertainty-aware Preference Alignment for Diffusion Policies
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2202
Large Language Models as Model Organisms for Human Associative Learning
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4802
Deep Video Discovery: Agentic Search with Tool Use for Long-form Video Understanding
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2712
Understanding and Enhancing Mask-Based Pretraining towards Universal Representations
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4803
Learning from Videos for 3D World: Enhancing MLLMs with 3D Vision Geometry Priors
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #508
PoE-World: Compositional World Modeling with Products of Programmatic Experts
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2603
Counterfactual reasoning: an analysis of in-context emergence
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2203
AutoToM: Scaling Model-based Mental Inference via Automated Agent Modeling
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3712
Compositional Monte Carlo Tree Diffusion for Extendable Planning
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4617
Eyes Wide Open: Ego Proactive Video-LLM for Streaming Video
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4610
MME-VideoOCR: Evaluating OCR-Based Capabilities of Multimodal LLMs in Video Scenarios
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #502
Learning to Condition: A Neural Heuristic for Scalable MPE Inference
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #115
VeriThoughts: Enabling Automated Verilog Code Generation using Reasoning and Formal Verification
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5513
Domain-RAG: Retrieval-Guided Compositional Image Generation for Cross-Domain Few-Shot Object Detection
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3916
On the Robustness of Verbal Confidence of LLMs in Adversarial Attacks
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4805
Towards Physics-informed Spatial Intelligence with Human Priors: An Autonomous Driving Pilot Study
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1413
Quantifying Statistical Significance of Deep Nearest Neighbor Anomaly Detection via Selective Inference
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2613
Anchor-based Maximum Discrepancy for Relative Similarity Testing
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1608
Lessons Learned: A Multi-Agent Framework for Code LLMs to Learn and Improve
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1010
Disentangled Concepts Speak Louder Than Words: Explainable Video Action Recognition
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1200
Individually Fair Diversity Maximization
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1510
Machine Unlearning via Task Simplex Arithmetic
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5016
FlexEvent: Towards Flexible Event-Frame Object Detection at Varying Operational Frequencies
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3418
A Partition Cover Approach to Tokenization
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1707
DynaPhArM: Adaptive and Physics-Constrained Modeling for Target-Drug Complexes with Drug-Specific Adaptations
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5018
LoRATv2: Enabling Low-Cost Temporal Modeling in One-Stream Trackers
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4407
Consistent Story Generation: Unlocking the Potential of Zigzag Sampling
[
Slides]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #409
Improving Reward Models with Proximal Policy Exploration for Preference-Based Reinforcement Learning
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4408
WorldWeaver: Generating Long-Horizon Video Worlds via Rich Perception
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5511
Reward-Instruct: A Reward-Centric Approach to Fast Photo-Realistic Image Generation
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #400
On Feasible Rewards in Multi-Agent Inverse Reinforcement Learning
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2506
GUI-Reflection: Empowering Multimodal GUI Models with Self-Reflection Behavior
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2408
BadVLA: Towards Backdoor Attacks on Vision-Language-Action Models via Objective-Decoupled Optimization
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3707
HumanoidGen: Data Generation for Bimanual Dexterous Manipulation via LLM Reasoning
[
Slides]
[
Poster]
[
OpenReview]
{location} Oral Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3717
Superposition Yields Robust Neural Scaling
[
Slides]
[
Poster]
[
OpenReview]
{location} Oral Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #909
Generalized Gradient Norm Clipping & Non-Euclidean $(L_0,L_1)$-Smoothness
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3402
On Extending Direct Preference Optimization to Accommodate Ties
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2314
Physics-informed machine learning with domain decomposition and global dynamics for three-dimensional intersecting flows
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4110
EvaLearn: Quantifying the Learning Capability and Efficiency of LLMs via Sequential Problem Solving
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4502
Eve3D: Elevating Vision Models for Enhanced 3D Surface Reconstruction via Gaussian Splatting
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3100
Comparator-Adaptive $\Phi$-Regret: Improved Bounds, Simpler Algorithms, and Applications to Games
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4807
Backpropagation-Free Test-Time Adaptation via Probabilistic Gaussian Alignment
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2205
DAAC: Discrepancy-Aware Adaptive Contrastive Learning for Medical Time series
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1011
Shortcuts and Identifiability in Concept-based Models from a Neuro-Symbolic Lens
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2505
Improving Target Sound Extraction via Disentangled Codec Representations with Privileged Knowledge Distillation
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #813
ESCORT: Efficient Stein-variational and Sliced Consistency-Optimized Temporal Belief Representation for POMDPs
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1902
Neural Correlates of Serial Dependence: Synaptic Short-term Plasticity Orchestrates Repulsion and Attraction
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4009
ShorterBetter: Guiding Reasoning Models to Find Optimal Inference Length for Efficient Reasoning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2113
Meta-Learning an In-Context Transformer Model of Human Higher Visual Cortex
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #506
Generator-Mediated Bandits: Thompson Sampling for GenAI-Powered Adaptive Interventions
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2516
Diffusion Transformers as Open-World Spatiotemporal Foundation Models
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4314
ASDSV: Multimodal Generation Made Efficient with Approximate Speculative Diffusion and Speculative Verification
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #503
NeuSymEA: Neuro-symbolic Entity Alignment via Variational Inference
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3005
Assessing the quality of denoising diffusion models in Wasserstein distance: noisy score and optimal bounds
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4109
Preserving Task-Relevant Information Under Linear Concept Removal
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2313
Latent Mixture of Symmetries for Sample-Efficient Dynamic Learning
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1206
$\mathcal{X}^2$-DFD: A framework for e$\mathcal{X}$plainable and e$\mathcal{X}$tendable Deepfake Detection
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3300
The Structural Complexity of Matrix-Vector Multiplication
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4809
Mitigating Hallucination Through Theory-Consistent Symmetric Multimodal Preference Optimization
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2206
Brain Harmony: A Multimodal Foundation Model Unifying Morphology and Function into 1D Tokens
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1012
Interpreting Arithmetic Reasoning in Large Language Models using Game-Theoretic Interactions
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4108
LASeR: Learning to Adaptively Select Reward Models with Multi-Arm Bandits
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2815
The Flood Complex: Large-Scale Persistent Homology on Millions of Points
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1414
LLM Unlearning via Neural Activation Redirection
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2501
GST-UNet: A Neural Framework for Spatiotemporal Causal Inference with Time-Varying Confounding
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5003
LT-Soups: Bridging Head and Tail Classes via Subsampled Model Soups
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4603
SeePhys: Does Seeing Help Thinking? – Benchmarking Vision-Based Physics Reasoning
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3309
Stochastic Shortest Path with Sparse Adversarial Costs
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #401
MindForge: Empowering Embodied Agents with Theory of Mind for Lifelong Cultural Learning
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2912
Data Selection Matters: Towards Robust Instruction Tuning of Large Multimodal Models
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #604
Squared families are useful conjugate priors
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2308
TopoPoint: Enhance Topology Reasoning via Endpoint Detection in Autonomous Driving
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4319
From Cradle to Cane: A Two-Pass Framework for High-Fidelity Lifespan Face Aging
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1517
Noise Injection Reveals Hidden Capabilities of Sandbagging Language Models
[
OpenReview]
{location} Oral Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5509
Mean Flows for One-step Generative Modeling
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1208
FairImagen: Post-Processing for Bias Mitigation in Text-to-Image Models
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5314
GAM-Agent: Game-Theoretic and Uncertainty-Aware Collaboration for Complex Visual Reasoning
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4419
DGH: Dynamic Gaussian Hair
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2710
OOD Detection with Relative Angles
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2711
Mitra: Mixed Synthetic Priors for Enhancing Tabular Foundation Models
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2312
A Plug-and-Play Query Synthesis Active Learning Framework for Neural PDE Solvers
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4618
Generate, but Verify: Reducing Hallucination in Vision-Language Models with Retrospective Resampling
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #303
Learning and Planning Multi-Agent Tasks via an MoE-based World Model
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2406
Exploring the Limits of Vision-Language-Action Manipulation in Cross-task Generalization
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3202
Last-Iterate Convergence of Smooth Regret Matching$^+$ Variants in Learning Nash Equilibria
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2015
MemSim: A Bayesian Simulator for Evaluating Memory of LLM-based Personal Assistants
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4500
TrackingWorld: World-centric Monocular 3D Tracking of Almost All Pixels
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5001
Handling Label Noise via Instance-Level Difficulty Modeling and Dynamic Optimization
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #605
Efficient Bayesian Experiment Design with Equivariant Networks
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #711
Enhancing Zero-Shot Black-Box Optimization via Pretrained Models with Efficient Population Modeling, Interaction, and Stable Gradient Approximation
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2204
Interpretable Next-token Prediction via the Generalized Induction Head
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3011
A Geometric Analysis of PCA
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1105
Training-free Detection of AI-generated images via Cropping Robustness
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4404
NFIG: Multi-Scale Autoregressive Image Generation via Frequency Ordering
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5009
Zero-shot Denoising via Neural Compression: Theoretical and algorithmic framework
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1308
A Generalized Binary Tree Mechanism for Private Approximation of All-Pair Shortest Distances
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4714
Learning Source-Free Domain Adaptation for Visible-Infrared Person Re-Identification
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1516
BlurGuard: A Simple Approach for Robustifying Image Protection Against AI-Powered Editing
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4812
STRIDER: Navigation via Instruction-Aligned Structural Decision Space Optimization
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2016
Document Summarization with Conformal Importance Guarantees
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2515
Multivariate Time Series Anomaly Detection with Idempotent Reconstruction
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3902
Learning with Restricted Boltzmann Machines: Asymptotics of AMP and GD in High Dimensions
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #712
A Single-Loop Gradient Algorithm for Pessimistic Bilevel Optimization via Smooth Approximation
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #606
Model-Informed Flows for Bayesian Inference
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #613
From stability of Langevin diffusion to convergence of proximal MCMC for non-log-concave sampling
[
Slides]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5005
FastDINOv2: Frequency Based Curriculum Learning Improves Robustness and Training Speed
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3401
Distance Adaptive Beam Search for Provably Accurate Graph-Based Nearest Neighbor Search
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1705
ProSpero: Active Learning for Robust Protein Design Beyond Wild-Type Neighborhoods
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3203
Globally Optimal Policy Gradient Algorithms for Reinforcement Learning with PID Control Policies
[
Slides]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2902
Why Playing Against Diverse and Challenging Opponents Speeds Up Coevolution: A Theoretical Analysis on Combinatorial Games
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1704
Straight-Line Diffusion Model for Efficient 3D Molecular Generation
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2703
Aggregation Hides Out-of-Distribution Generalization Failures from Spurious Correlations
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4806
3DLLM-Mem: Long-Term Spatial-Temporal Memory for Embodied 3D Large Language Model
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1610
TITAN: A Trajectory-Informed Technique for Adaptive Parameter Freezing in Large-Scale VQE
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3507
Attention (as Discrete-Time Markov) Chains
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #814
Solver-Free Decision-Focused Learning for Linear Optimization Problems
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #903
AutoRedTeamer: Autonomous Red Teaming with Lifelong Attack Integration
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1503
MLZero: A Multi-Agent System for End-to-end Machine Learning Automation
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2311
Lost in Latent Space: An Empirical Study of Latent Diffusion Models for Physics Emulation
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4105
Continuous Thought Machines
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5110
Coarse-to-Fine 3D Part Assembly via Semantic Super-Parts and Symmetry-Aware Pose Estimation
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1209
Lie Detector: Unified Backdoor Detection via Cross-Examination Framework
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1014
Overcoming Sparsity Artifacts in Crosscoders to Interpret Chat-Tuning
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1714
Space Group Equivariant Crystal Diffusion
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #313
Prompt Tuning Decision Transformers with Structured and Scalable Bandits
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4600
Holistic Large-Scale Scene Reconstruction via Mixed Gaussian Splatting
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3518
Enforcing convex constraints in Graph Neural Networks
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5505
Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #306
High-order Interactions Modeling for Interpretable Multi-Agent Q-Learning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3506
Transformers Learn Faster with Semantic Focus
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5313
HumanCrafter: Synergizing Generalizable Human Reconstruction and Semantic 3D Segmentation
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1410
AI Debate Aids Assessment of Controversial Claims
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5004
Doodle to Detect: A Goofy but Powerful Approach to Skeleton-based Hand Gesture Recognition
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2914
Composing Linear Layers from Irreducibles
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1616
A Dataset for Distilling Knowledge Priors from Literature for Therapeutic Design
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4103
FALQON: Accelerating LoRA Fine-tuning with Low-Bit Floating-Point Arithmetic
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4907
Model Editing for Vision Transformers
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1104
Incentivizing Time-Aware Fairness in Data Sharing
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4817
Dynamic Masking and Auxiliary Hash Learning for Enhanced Cross-Modal Retrieval
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5109
UltraLED: Learning to See Everything in Ultra-High Dynamic Range Scenes
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4601
ZPressor: Bottleneck-Aware Compression for Scalable Feed-Forward 3DGS
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3814
TAMI: Taming Heterogeneity in Temporal Interactions for Temporal Graph Link Prediction
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4602
Novel View Synthesis from A Few Glimpses via Test-Time Natural Video Completion
[
Poster]
[
OpenReview]
{location} Oral Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2615
MaxSup: Overcoming Representation Collapse in Label Smoothing
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3516
UniGist: Towards General and Hardware-aligned Sequence-level Long Context Compression
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1207
Scaling Laws For Scalable Oversight
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2109
Slow Transition to Low-Dimensional Chaos in Heavy-Tailed Recurrent Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3004
How Data Mixing Shapes In-Context Learning: Asymptotic Equivalence for Transformers with MLPs
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4611
IndEgo: A Dataset of Industrial Scenarios and Collaborative Work for Egocentric Assistants
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3912
Neural Networks Generalize on Low Complexity Data
[
Poster]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3014
Learning from Interval Targets
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5419
Value-Guided Search for Efficient Chain-of-Thought Reasoning
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1203
Fair Deepfake Detectors Can Generalize
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3301
Pairwise Calibrated Rewards for Pluralistic Alignment
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4104
Accurate and Efficient Low-Rank Model Merging in Core Space
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4814
Visual Thoughts: A Unified Perspective of Understanding Multimodal Chain-of-Thought
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2913
Conformal Prediction under Lévy-Prokhorov Distribution Shifts: Robustness to Local and Global Perturbations
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5519
Plug-and-Play Context Feature Reuse for Efficient Masked Generation
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3410
Learning to Solve Complex Problems via Dataset Decomposition
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5414
Radial Attention: $\mathcal O(n \log n)$ Sparse Attention for Long Video Generation
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3515
Titans: Learning to Memorize at Test Time
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3918
Generating and Checking DNN Verification Proofs
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1812
Orochi: Versatile Biomedical Image Processor
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5205
ReCon: Region-Controllable Data Augmentation with Rectification and Alignment for Object Detection
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #202
Knowledge Starts with Practice: Knowledge-Aware Exercise Generative Recommendation with Adaptive Multi-Agent Cooperation
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1605
$\text{S}^2$Q-VDiT: Accurate Quantized Video Diffusion Transformer with Salient Data and Sparse Token Distillation
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2001
Generalizing Experience for Language Agents with Hierarchical MetaFlows
[
Slides]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5301
Achieving $\tilde{\mathcal{O}}(1/N)$ Optimality Gap in Restless Bandits through Gaussian Approximation
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5409
Quadratic Coreset Selection: Certifying and Reconciling Sequence and Token Mining for Efficient Instruction Tuning
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #607
Turbocharging Gaussian Process Inference with Approximate Sketch-and-Project
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4016
Feature-Based Instance Neighbor Discovery: Advanced Stable Test-Time Adaptation in Dynamic World
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1213
Multi-order Orchestrated Curriculum Distillation for Model-Heterogeneous Federated Graph Learning
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3614
Linearly Constrained Diffusion Implicit Models
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #904
Valid Inference with Imperfect Synthetic Data
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3611
Measuring and Guiding Monosemanticity
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4316
Re-ttention: Ultra Sparse Visual Generation via Attention Statistical Reshape
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5311
Understanding Softmax Attention Layers:\\ Exact Mean-Field Analysis on a Toy Problem
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2804
Rethinking PCA Through Duality
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4811
OmniResponse: Online Multimodal Conversational Response Generation in Dyadic Interactions
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2502
Differentially Private Federated Low Rank Adaptation Beyond Fixed-Matrix
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5101
RAG-IGBench: Innovative Evaluation for RAG-based Interleaved Generation in Open-domain Question Answering
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1806
CPathAgent: An Agent-based Foundation Model for Interpretable High-Resolution Pathology Image Analysis Mimicking Pathologists' Diagnostic Logic
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #101
Robust Sampling for Active Statistical Inference
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1500
FALCON: An ML Framework for Fully Automated Layout-Constrained Analog Circuit Design
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5510
EquiTabPFN: A Target-Permutation Equivariant Prior Fitted Network
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3107
Stability and Oracle Inequalities for Optimal Transport Maps between General Distributions
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2213
Predicting partially observable dynamical systems via diffusion models with a multiscale inference scheme
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2210
Neural Tangent Knowledge Distillation for Optical Convolutional Networks
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1006
Causally Reliable Concept Bottleneck Models
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2317
RIGNO: A Graph-based Framework For Robust And Accurate Operator Learning For PDEs On Arbitrary Domains
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4012
FUDOKI: Discrete Flow-based Unified Understanding and Generation via Kinetic-Optimal Velocities
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4204
FlexVAR: Flexible Visual Autoregressive Modeling without Residual Prediction
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #108
SECODEPLT: A Unified Benchmark for Evaluating the Security Risks and Capabilities of Code GenAI
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5012
PMQ-VE: Progressive Multi-Frame Quantization for Video Enhancement
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #314
Beyond Accuracy: Dissecting Mathematical Reasoning for LLMs Under Reinforcement Learning
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4801
Vision Function Layer in Multimodal LLMs
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5103
SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5002
Vocabulary-Guided Gait Recognition
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4708
Advancing Compositional Awareness in CLIP with Efficient Fine-Tuning
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2403
BridgeVLA: Input-Output Alignment for Efficient 3D Manipulation Learning with Vision-Language Models
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5512
LaX: Boosting Low-Rank Training of Foundation Models via Latent Crossing
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2808
AI Research Agents for Machine Learning: Search, Exploration, and Generalization in MLE-bench
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2901
Pseudo-Labeling for Kernel Ridge Regression under Covariate Shift
[
Poster]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1803
CellVerse: Do Large Language Models Really Understand Cell Biology?
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3706
Architectural and Inferential Inductive Biases for Exchangeable Sequence Modeling
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4701
Actial: Activate Spatial Reasoning Ability of Multimodal Large Language Models
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2500
Orthogonal Survival Learners for Estimating Heterogeneous Treatment Effects from Time-to-Event Data
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2802
CARE: Decoding-Time Safety Alignment via Rollback and Introspection Intervention
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #404
Graph Neural Network Based Action Ranking for Planning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3411
Whitened Score Diffusion: A Structured Prior for Imaging Inverse Problems
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2503
Heterogeneous Diffusion Structure Inference for Network Cascade
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2112
Decomposing motor units through elimination for real-time intention driven assistive neurotechnology
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3013
Sharp Matrix Empirical Bernstein Inequalities
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4918
SegGraph: Leveraging Graphs of SAM Segments for Few-Shot 3D Part Segmentation
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1403
Abstract Rendering: Certified Rendering Under 3D Semantic Uncertainty
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1000
FaCT: Faithful Concept Traces for Explaining Neural Network Decisions
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5102
A Technical Report on “Erasing the Invisible”: The 2024 NeurIPS Competition on Stress Testing Image Watermarks
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1807
scMRDR: A scalable and flexible framework for unpaired single-cell multi-omics data integration
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4205
Deno-IF: Unsupervised Noisy Visible and Infrared Image Fusion Method
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1702
Scaling Unlocks Broader Generation and Deeper Functional Understanding of Proteins
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2316
EddyFormer: Accelerated Neural Simulations of Three-Dimensional Turbulence at Scale
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2517
Less is More: Unlocking Specialization of Time Series Foundation Models via Structured Pruning
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2512
VLMLight: Safety-Critical Traffic Signal Control via Vision-Language Meta-Control and Dual-Branch Reasoning Architecture
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5506
Point-RFT: Improving Multimodal Reasoning with Visually Grounded Reinforcement Finetuning
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3817
StyleGuard: Preventing Text-to-Image-Model-based Style Mimicry Attacks by Style Perturbations
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #208
Uncertainty-Guided Exploration for Efficient AlphaZero Training
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4503
Unifying Appearance Codes and Bilateral Grids for Driving Scene Gaussian Splatting
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5304
DynaAct: Large Language Model Reasoning with Dynamic Action Spaces
[
Slides]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5211
Self-Guided Hierarchical Exploration for Generalist Foundation Model Web Agents
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #908
CodeGEMM: A Codebook-Centric Approach to Efficient GEMM in Quantized LLMs
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3315
An Improved Algorithm for Adversarial Linear Contextual Bandits via Reduction
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1601
Fast-Slow Thinking GRPO for Large Vision-Language Model Reasoning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1600
Graph-KV: Breaking Sequence via Injecting Structural Biases into Large Language Models
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3010
Simultaneous Swap Regret Minimization via KL-Calibration
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2611
Incomplete Multi-view Clustering via Hierarchical Semantic Alignment and Cooperative Completion
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #105
Efficient Multimodal Dataset Distillation via Generative Models
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1112
T2SMark: Balancing Robustness and Diversity in Noise-as-Watermark for Diffusion Models
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4318
From Programs to Poses: Factored Real-World Scene Generation via Learned Program Libraries
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #216
Dyn-O: Building Structured World Models with Object-Centric Representations
[
Slides]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #609
Robust and Computation-Aware Gaussian Processes
[
Poster]
[
OpenReview]
{location} Oral Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #315
1000 Layer Networks for Self-Supervised RL: Scaling Depth Can Enable New Goal-Reaching Capabilities
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4101
MultiHuman-Testbench: Benchmarking Image Generation for Multiple Humans
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4712
UniViT: Unifying Image and Video Understanding in One Vision Encoder
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1911
L-MTP: Leap Multi-Token Prediction Beyond Adjacent Context for Large Language Models
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4414
ProDyG: Progressive Dynamic Scene Reconstruction via Gaussian Splatting from Monocular Videos
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4302
VideoMAR: Autoregressive Video Generation with Continuous Tokens
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2806
Online Functional Tensor Decomposition via Continual Learning for Streaming Data Completion
[
Poster]
[
OpenReview]
{location} Oral Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1606
Deep Compositional Phase Diffusion for Long Motion Sequence Generation
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3815
Failure by Interference: Language Models Make Balanced Parentheses Errors When Faulty Mechanisms Overshadow Sound Ones
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5502
Learning Expandable and Adaptable Representations for Continual Learning
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #103
Checklists Are Better Than Reward Models For Aligning Language Models
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3110
Subsampled Ensemble Can Improve Generalization Tail Exponentially
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3914
AdaptDel: Adaptable Deletion Rate Randomized Smoothing for Certified Robustness
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1402
Scalable Fingerprinting of Large Language Models
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4504
Feed-Forward Bullet-Time Reconstruction of Dynamic Scenes from Monocular Videos
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2305
Self-Improving Embodied Foundation Models
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4900
Right for the Right Reasons: Avoiding Reasoning Shortcuts via Prototypical Neurosymbolic AI
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4010
QuadEnhancer: Leveraging Quadratic Transformations to Enhance Deep Neural Networks
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2409
Generalizable Domain Adaptation for Sim-and-Real Policy Co-Training
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2014
KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2702
SGCD: Stain-Guided CycleDiffusion for Unsupervised Domain Adaptation of Histopathology Image Classification
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #300
MisoDICE: Multi-Agent Imitation from Mixed-Quality Demonstrations
[
Slides]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2010
AutoJudge: Judge Decoding Without Manual Annotation
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #402
Estimation and Inference in Distributional Reinforcement Learning
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1815
Embracing Trustworthy Brain-Agent Collaboration as Paradigm Extension for Intelligent Assistive Technologies
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5108
Towards Syn-to-Real IQA: A Novel Perspective on Reshaping Synthetic Data Distributions
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1614
RoFt-Mol: Benchmarking Robust Fine-tuning with Molecular Graph Foundation Models
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1310
Continual Release Moment Estimation with Differential Privacy
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4608
EgoExoBench: A Benchmark for First- and Third-person View Video Understanding in MLLMs
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5200
MMCSBench: A Fine-Grained Benchmark for Large Vision-Language Models in Camouflage Scenes
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1914
UniEdit: A Unified Knowledge Editing Benchmark for Large Language Models
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2916
Entropy-Calibrated Label Distribution Learning
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1810
Multimodal Disease Progression Modeling via Spatiotemporal Disentanglement and Multiscale Alignment
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4201
ImgEdit: A Unified Image Editing Dataset and Benchmark
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4518
Jasmine: Harnessing Diffusion Prior for Self-supervised Depth Estimation
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4011
REP: Resource-Efficient Prompting for Rehearsal-Free Continual Learning
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5317
R2R: Efficiently Navigating Divergent Reasoning Paths with Small-Large Model Token Routing
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5204
Scalable Best-of-N Selection for Large Language Models via Self-Certainty
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3517
Mind the Quote: Enabling Quotation-Aware Dialogue in LLMs via Plug-and-Play Modules
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2705
Multi-Objective One-Shot Pruning for Large Language Models
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4718
Why 1 + 1 < 1 in Visual Token Pruning: Beyond Naive Integration via Multi-Objective Balanced Covering
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1805
Generative Distribution Embeddings
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1511
Fairshare Data Pricing via Data Valuation for Large Language Models
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #514
Sequential Monte Carlo for Policy Optimization in Continuous POMDPs
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1609
Online Segment Any 3D Thing as Instance Tracking
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4517
DC4GS: Directional Consistency-Driven Adaptive Density Control for 3D Gaussian Splatting
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #600
CoLT: The conditional localization test for assessing the accuracy of neural posterior estimates
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #901
Correcting misinterpretations of additive models
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3613
BioCG: Constrained Generative Modeling for Biochemical Interaction Prediction
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1401
E2E-VGuard: Adversarial Prevention for Production LLM-based End-To-End Speech Synthesis
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4300
Dynamic Shadow Unveils Invisible Semantics for Video Outpainting
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3308
Simple and Optimal Sublinear Algorithms for Mean Estimation
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #203
SWE-SQL: Illuminating LLM Pathways to Solve User SQL Issues in Real-World Applications
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4507
Orientation-anchored Hyper-Gaussian for 4D Reconstruction from Casual Videos
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4903
DevFD : Developmental Face Forgery Detection by Learning Shared and Orthogonal LoRA Subspaces
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1901
Fast and Fluent Diffusion Language Models via Convolutional Decoding and Rejective Fine-tuning
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5405
MAT-Agent: Adaptive Multi-Agent Training Optimization
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #807
Tight analyses of first-order methods with error feedback
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4909
Guard Me If You Know Me: Protecting Specific Face-Identity from Deepfakes
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1604
Each Complexity Deserves a Pruning Policy
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4614
Table2LaTeX-RL: High-Fidelity LaTeX Code Generation from Table Images via Reinforced Multimodal Language Models
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1102
DPA: A one-stop metric to measure bias amplification in classification datasets
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1412
Debate or Vote: Which Yields Better Decisions in Multi-Agent Large Language Models?
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1910
CoVoMix2: Advancing Zero-Shot Dialogue Generation with Fully Non-Autoregressive Flow Matching
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3708
Let LRMs Break Free from Overthinking via Self-Braking Tuning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #804
Bi-Directional Communication-Efficient Stochastic FL via Remote Source Generation
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3208
Finite Sample Analysis of Linear Temporal Difference Learning with Arbitrary Features
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3201
The $\varphi$ Curve: The Shape of Generalization through the Lens of Norm-based Capacity Control
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3502
Fira: Can We Achieve Full-rank Training of LLMs Under Low-rank Constraint?
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4106
HiMoLE: Towards OOD-Robust LoRA via Hierarchical Mixture of Experts
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1708
FlashMD: long-stride, universal prediction of molecular dynamics
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2414
Distilled Decoding 2: One-step Sampling of Image Auto-regressive Models with Conditional Score Distillation
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #501
Latent Chain-of-Thought for Visual Reasoning
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4202
BlurDM: A Blur Diffusion Model for Image Deblurring
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #309
Multi-Agent Reinforcement Learning with Communication-Constrained Priors
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2911
Lifelong Test-Time Adaptation via Online Learning in Tracked Low-Dimensional Subspace
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2413
Forging Time Series with Language: A Large Language Model Approach to Synthetic Data Generation
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3812
Mixture of Scope Experts at Test: Generalizing Deeper Graph Neural Networks with Shallow Variants
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2708
Learning Task-Agnostic Representations through Multi-Teacher Distillation
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2700
Scalable Signature Kernel Computations via Local Neumann Series Expansions
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5011
Quantum Visual Fields with Neural Amplitude Encoding
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1309
Locally Optimal Private Sampling: Beyond the Global Minimax
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #911
Attribution-Driven Adaptive Token Pruning for Transformers
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #702
ALE-Bench: A Benchmark for Long-Horizon Objective-Driven Algorithm Engineering
[
Slides]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #504
Stochastic Process Learning via Operator Flow Matching
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4706
Partition-Then-Adapt: Combating Prediction Bias for Reliable Multi-Modal Test-Time Adaptation
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5516
Orient Anything V2: Unifying Orientation and Rotation Understanding
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4313
Foundation Cures Personalization: Improving Personalized Models’ Prompt Consistency via Hidden Foundation Knowledge
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1302
The Unseen Threat: Residual Knowledge in Machine Unlearning under Perturbed Samples
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #200
Filter Like You Test: Data-Driven Data Filtering for CLIP Pretraining
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2514
AlgoTune: Can Language Models Speed Up General-Purpose Numerical Programs?
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3400
Estimation of Stochastic Optimal Transport Maps
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5406
UFT: Unifying Supervised and Reinforcement Fine-Tuning
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1905
Unveiling the Learning Mind of Language Models: A Cognitive Framework and Empirical Study
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4409
Locality in Image Diffusion Models Emerges from Data Statistics
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #205
Dataset Distillation for Pre-Trained Self-Supervised Vision Models
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5518
Self Forcing: Bridging the Train-Test Gap in Autoregressive Video Diffusion
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5403
ChemOrch: Empowering LLMs with Chemical Intelligence via Groundbreaking Synthetic Instructions
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2009
Correlation Dimension of Autoregressive Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2103
What Moves the Eyes: Doubling Mechanistic Model Performance Using Deep Networks to Discover and Test Cognitive Hypotheses
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3307
Neural Collapse under Gradient Flow on Shallow ReLU Networks for Orthogonally Separable Data
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1408
RvLLM: LLM Runtime Verification with Domain Knowledge
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1306
Worse than Zero-shot? A Fact-Checking Dataset for Evaluating the Robustness of RAG Against Misleading Retrievals
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #900
Transformer Key-Value Memories Are Nearly as Interpretable as Sparse Autoencoders
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3816
Scalable Valuation of Human Feedback through Provably Robust Model Alignment
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2013
Agentic Plan Caching: Test-Time Memory for Fast and Cost-Efficient LLM Agents
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #914
Bayesian Optimization with Preference Exploration using a Monotonic Neural Network Ensemble
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4911
Accident Anticipation via Temporal Occurrence Prediction
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3709
Topology-aware Graph Diffusion Model with Persistent Homology
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #812
Revisiting Follow-the-Perturbed-Leader with Unbounded Perturbations in Bandit Problems
[
Slides]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #416
Contextual Integrity in LLMs via Reasoning and Reinforcement Learning
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1312
Practical Bayes-Optimal Membership Inference Attacks
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4209
SPRO: Improving Image Generation via Self-Play
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3306
Foundations of Top-$k$ Decoding for Language Models
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Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4417
FHGS: Feature-Homogenized Gaussian Splatting
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Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3610
Sample and Map from a Single Convex Potential: Generation using Conjugate Moment Measures
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2411
Benchmarking Spatiotemporal Reasoning in LLMs and Reasoning Models: Capabilities and Challenges
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1406
HeavyWater and SimplexWater: Distortion-free LLM Watermarks for Low-Entropy Distributions
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #815
CAMO: Convergence-Aware Multi-Fidelity Bayesian Optimization
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3618
NSNQuant: A Double Normalization Approach for Calibration-Free Low-Bit Vector Quantization of KV Cache
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1908
Creativity or Brute Force? Using Brainteasers as a Window into the Problem-Solving Abilities of Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5417
Contribution of task-irrelevant stimuli to drift of neural representations
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3519
Reinforcement Learning Teachers of Test Time Scaling
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3901
L$^2$M: Mutual Information Scaling Law for Long-Context Language Modeling
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2102
Efficient Allocation of Working Memory Resource for Utility Maximization in Humans and Recurrent Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1210
Machine Unlearning in 3D Generation: A Perspective-Coherent Acceleration Framework
[
Poster]
[
OpenReview]
{location} Oral Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2704
Learning to Learn with Contrastive Meta-Objective
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2906
Thresholds for sensitive optimality and Blackwell optimality in stochastic games
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3705
How Particle System Theory Enhances Hypergraph Message Passing
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1204
Some Optimizers are More Equal: Understanding the Role of Optimizers in Group Fairness
[
Slides]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4711
ROVER: Recursive Reasoning Over Videos with Vision-Language Models for Embodied Tasks
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2905
Last Iterate Convergence in Monotone Mean Field Games
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #603
Score-Based Diffusion Modeling for Nonparametric Empirical Bayes in Heteroscedastic Gaussian Mixtures
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #110
EffiBench-X: A Multi-Language Benchmark for Measuring Efficiency of LLM-Generated Code
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3907
Consistency of Physics-Informed Neural Networks for Second-Order Elliptic Equations
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2602
Evaluating and Learning Optimal Dynamic Treatment Regimes under Truncation by Death
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1700
GreenHyperSpectra: A multi-source hyperspectral dataset for global vegetation trait prediction
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1709
Simultaneous Modeling of Protein Conformation and Dynamics via Autoregression
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4005
Memory Decoder: A Pretrained, Plug-and-Play Memory for Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4505
Enhancing 3D Reconstruction for Dynamic Scenes
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #311
VolleyBots: A Testbed for Multi-Drone Volleyball Game Combining Motion Control and Strategic Play
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4912
Object-centric binding in Contrastive Language-Image Pretraining
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2402
DriveDPO: Policy Learning via Safety DPO For End-to-End Autonomous Driving
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4107
How Does Sequence Modeling Architecture Influence Base Capabilities of Pre-trained Language Models? Exploring Key Architecture Design Principles to Avoid Base Capabilities Degradation
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3813
Graph-Theoretic Insights into Bayesian Personalized Ranking for Recommendation
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5019
Rethinking Scale-Aware Temporal Encoding for Event-based Object Detection
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3811
HyperMixup: Hypergraph-Augmented with Higher-order Information Mixup
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2811
Enhancing Deep Batch Active Learning for Regression with Imperfect Data Guided Selection
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3903
Neural Collapse in Cumulative Link Models for Ordinal Regression: An Analysis with Unconstrained Feature Model
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3102
How Many Domains Suffice for Domain Generalization? A Tight Characterization via the Domain Shattering Dimension
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4804
Empower Words: DualGround for Structured Phrase and Sentence-Level Temporal Grounding
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #608
Zero-Shot Performance Prediction for Probabilistic Scaling Laws
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2011
SolverLLM: Leveraging Test-Time Scaling for Optimization Problem via LLM-Guided Search
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #509
Improving LLM General Preference Alignment via Optimistic Online Mirror Descent
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2012
ThinkSound: Chain-of-Thought Reasoning in Multimodal LLMs for Audio Generation and Editing
[
Slides]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1202
Fair Minimum Labeling: Efficient Temporal Network Activations for Reachability and Equity
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #910
BIPNN: Learning to Solve Binary Integer Programming via Hypergraph Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1607
Teaching Language Models to Reason with Tools
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3311
Analytic Energy-Guided Policy Optimization for Offline Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4402
SplitFlow: Flow Decomposition for Inversion-Free Text-to-Image Editing
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2007
Edit Less, Achieve More: Dynamic Sparse Neuron Masking for Lifelong Knowledge Editing in LLMs
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4919
LoMix: Learnable Weighted Multi-Scale Logits Mixing for Medical Image Segmentation
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4403
Where and How to Perturb: On the Design of Perturbation Guidance in Diffusion and Flow Models
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3105
Low-degree evidence for computational transition of recovery rate in stochastic block model
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3719
MURKA: Multi-Reward Reinforcement Learning with Knowledge Alignment for Optimization Tasks
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #808
Streaming Federated Learning with Markovian Data
[
Slides]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3415
PoLAR: Polar-Decomposed Low-Rank Adapter Representation
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2200
Large Language Models Think Too Fast To Explore Effectively
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2100
Dynamical modeling of nonlinear latent factors in multiscale neural activity with real-time inference
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2315
Stable Port-Hamiltonian Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3414
Layer as Puzzle Pieces: Compressing Large Language Models through Layer Concatenation
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #705
Quasi-Self-Concordant Optimization with $\ell_{\infty}$ Lewis Weights
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #700
Hephaestus: Mixture Generative Modeling with Energy Guidance for Large-scale QoS Degradation
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3104
Sample-Adaptivity Tradeoff in On-Demand Sampling
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2008
Chain-of-Retrieval Augmented Generation
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4415
VGGT-SLAM: Dense RGB SLAM Optimized on the SL(4) Manifold
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #713
Finding Low-Rank Matrix Weights in DNNs via Riemannian Optimization: RAdaGrad and RAdamW
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4810
Rare Text Semantics Were Always There in Your Diffusion Transformer
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #701
A Learning-Augmented Dynamic Programming Approach for Orienteering Problem with Time Windows
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3509
Multi-head Temporal Latent Attention
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4014
Scaling Law with Learning Rate Annealing
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2616
Revolutionizing Graph Aggregation: From Suppression to Amplification via BoostGCN
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4508
BecomingLit: Relightable Gaussian Avatars with Hybrid Neural Shading
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1013
Reasoning Models Sometimes Output Illegible Chains of Thought
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5507
Moment- and Power-Spectrum-Based Gaussianity Regularization for Text-to-Image Models
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5015
RigAnyFace: Scaling Neural Facial Mesh Auto-Rigging with Unlabeled Data
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5111
Revisiting Generative Infrared and Visible Image Fusion Based on Human Cognitive Laws
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Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5407
Wide-Horizon Thinking and Simulation-Based Evaluation for Real-World LLM Planning with Multifaceted Constraints
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2701
UMU-Bench: Closing the Modality Gap in Multimodal Unlearning Evaluation
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1016
Is Artificial Intelligence Generated Image Detection a Solved Problem?
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Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2208
PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3302
Structure-Aware Spectral Sparsification via Uniform Edge Sampling
[
Slides]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1409
DiffBreak: Is Diffusion-Based Purification Robust?
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1304
AgentDAM: Privacy Leakage Evaluation for Autonomous Web Agents
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2300
DynaGuide: Steering Diffusion Polices with Active Dynamic Guidance
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4512
Unified 2D-3D Discrete Priors for Noise-Robust and Calibration-Free Multiview 3D Human Pose Estimation
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #805
FORLA: Federated Object-centric Representation Learning with Slot Attention
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4904
Unbiased Prototype Consistency Learning for Multi-Modal and Multi-Task Object Re-Identification
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4816
Spatially-aware Weights Tokenization for NeRF-Language Models
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2810
Value Diffusion Reinforcement Learning
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #304
Policy Gradient Methods Converge Globally in Imperfect-Information Extensive-Form Games
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3303
Closed-Form Training Dynamics Reveal Learned Features and Linear Structure in Word2Vec-like Models
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5308
LMFusion: Adapting Pretrained Language Models for Multimodal Generation
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3803
L2DGCN: Learnable Enhancement and Label Selection Dynamic Graph Convolutional Networks for Mitigating Degree Bias
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1003
On Logic-based Self-Explainable Graph Neural Networks
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4709
Elastic ViTs from Pretrained Models without Retraining
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4906
Mamba Only Glances Once (MOGO): A Lightweight Framework for Efficient Video Action Detection
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #104
Generative Caching for Structurally Similar Prompts and Responses
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4519
Cycle-Sync: Robust Global Camera Pose Estimation through Enhanced Cycle-Consistent Synchronization
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2304
KungfuBot: Physics-Based Humanoid Whole-Body Control for Learning Highly-Dynamic Skills
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #305
Rainbow Delay Compensation: A Multi-Agent Reinforcement Learning Framework for Mitigating Observation Delays
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3606
Beyond Oracle: Verifier-Supervision for Instruction Hierarchy in Reasoning and Instruction-Tuned LLMs
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3605
Remasking Discrete Diffusion Models with Inference-Time Scaling
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #811
Learning-Augmented Online Bidding in Stochastic Settings
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5006
FlareX: A Physics-Informed Dataset for Lens Flare Removal via 2D Synthesis and 3D Rendering
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3909
Structured Linear CDEs: Maximally Expressive and Parallel-in-Time Sequence Models
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4908
DSRF: A Dynamic and Scalable Reasoning Framework for Solving RPMs
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1215
Online Locally Differentially Private Conformal Prediction via Binary Inquiries
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2803
Neural Mutual Information Estimation with Vector Copulas
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #207
Offline Actor-Critic for Average Reward MDPs
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4211
UMAMI: Unifying Masked Autoregressive Models and Deterministic Rendering for View Synthesis
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Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2410
TraffiDent: A Dataset for Understanding the Interplay Between Traffic Dynamics and Incidents
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #106
Evaluating multiple models using labeled and unlabeled data
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #411
GoalLadder: Incremental Goal Discovery with Vision-Language Models
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1400
Geometric Imbalance in Semi-Supervised Node Classification
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #913
LoTA-QAF: Lossless Ternary Adaptation for Quantization-Aware Fine-Tuning
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Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4004
PIVNO: Particle Image Velocimetry Neural Operator
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4002
Diversity-Aware Policy Optimization for Large Language Model Reasoning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5007
GPLQ: A General, Practical, and Lightning QAT Method for Vision Transformers
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4207
NEP: Autoregressive Image Editing via Next Editing Token Prediction
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3911
Just One Layer Norm Guarantees Stable Extrapolation
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3317
Linear Mixture Distributionally Robust Markov Decision Processes
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2412
RHYTHM: Reasoning with Hierarchical Temporal Tokenization for Human Mobility
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4410
Hierarchical Fine-grained Preference Optimization for Physically Plausible Video Generation
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4516
Evaluating Robustness of Monocular Depth Estimation with Procedural Scene Perturbations
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1008
Combining Cost Constrained Runtime Monitors for AI Safety
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1107
Kernel-based Equalized Odds: A Quantification of Accuracy-Fairness Trade-off in Fair Representation Learning
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3313
Distances for Markov chains from sample streams
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2303
SDTagNet: Leveraging Text-Annotated Navigation Maps for Online HD Map Construction
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3512
Efficient Low Rank Attention for Long-Context Inference in Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1801
RiverMamba: A State Space Model for Global River Discharge and Flood Forecasting
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1314
SPFL: Sequential updates with Parallel aggregation for Enhanced Federated Learning under Category and Domain Shifts
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1110
From Specificity to Generality: Revisiting Generalizable Artifacts in Detecting Face Deepfakes
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #209
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2004
Broken Tokens? Your Language Model can Secretly Handle Non-Canonical Tokenizations
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2609
Latent Space Factorization in LoRA
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2201
BrainEC-LLM: Brain Effective Connectivity Estimation by Multiscale Mixing LLM
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1313
Can We Infer Confidential Properties of Training Data from LLMs?
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4208
Switchable Token-Specific Codebook Quantization For Face Image Compression
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5008
Lattice Boltzmann Model for Learning Real-World Pixel Dynamicity
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4819
InstructSAM: A Training-free Framework for Instruction-Oriented Remote Sensing Object Recognition
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3508
Attention Sinks: A 'Catch, Tag, Release' Mechanism for Embeddings
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2800
Aligning Compound AI Systems via System-level DPO
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1205
Adaptive Defense against Harmful Fine-Tuning for Large Language Models via Bayesian Data Scheduler
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4206
Fast constrained sampling in pre-trained diffusion models
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #107
Solving Partial Differential Equations via Radon Neural Operator
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3002
Replicable Online pricing
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2607
Learning to Specialize: Joint Gating-Expert Training for Adaptive MoEs in Decentralized Settings
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1800
DAWP: A framework for global observation forecasting via Data Assimilation and Weather Prediction in satellite observation space
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4913
Looking Beyond the Known: Towards a Data Discovery Guided Open-World Object Detection
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3001
Bivariate Matrix-valued Linear Regression (BMLR): Finite-sample performance under Identifiability and Sparsity Assumptions
[
Slides]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2605
Self-supervised Learning of Echocardiographic Video Representations via Online Cluster Distillation
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2108
Identifying multi-compartment Hodgkin-Huxley models with high-density extracellular voltage recordings
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2307
Raw2Drive: Reinforcement Learning with Aligned World Models for End-to-End Autonomous Driving (in CARLA v2)
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2310
VIKI‑R: Coordinating Embodied Multi-Agent Cooperation via Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4916
Reasoning Beyond Points: A Visual Introspective Approach for Few-Shot 3D Segmentation
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4411
Semantic and Visual Crop-Guided Diffusion Models for Heterogeneous Tissue Synthesis in Histopathology
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #102
Preserving LLM Capabilities through Calibration Data Curation: From Analysis to Optimization
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2309
Adversarial Locomotion and Motion Imitation for Humanoid Policy Learning
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2400
From Experts to a Generalist: Toward General Whole-Body Control for Humanoid Robots
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2812
EraseFlow: Learning Concept Erasure Policies via GFlowNet-Driven Alignment
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4310
Ambient Diffusion Omni: Training Good Models with Bad Data
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4616
VL-SAE: Interpreting and Enhancing Vision-Language Alignment with a Unified Concept Set
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4815
Reinforcing Spatial Reasoning in Vision-Language Models with Interwoven Thinking and Visual Drawing
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5107
Implicit-ARAP: Efficient Handle-Guided Neural Field Deformation via Local Patch Meshing
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2207
A Generalist Intracortical Motor Decoder
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2910
Mechanism Design for LLM Fine-tuning with Multiple Reward Models
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #307
In-Context Fully Decentralized Cooperative Multi-Agent Reinforcement Learning
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3607
Preference Optimization by Estimating the Ratio of the Data Distribution
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2405
URDF-Anything: Constructing Articulated Objects with 3D Multimodal Language Model
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4901
Do LVLMs Truly Understand Video Anomalies? Revealing Hallucination via Co-Occurrence Patterns
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4707
Prioritizing Perception-Guided Self-Supervision: A New Paradigm for Causal Modeling in End-to-End Autonomous Driving
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4412
Bifrost-1: Bridging Multimodal LLMs and Diffusion Models with Patch-level CLIP Latents
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1009
SHAP zero Explains Biological Sequence Models with Near-zero Marginal Cost for Future Queries
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4704
RadZero: Similarity-Based Cross-Attention for Explainable Vision-Language Alignment in Chest X-ray with Zero-Shot Multi-Task Capability
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4418
SIU3R: Simultaneous Scene Understanding and 3D Reconstruction Beyond Feature Alignment
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1512
CoT Red-Handed: Stress Testing Chain-of-Thought Monitoring
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3818
SAFEx: Analyzing Vulnerabilities of MoE-Based LLMs via Stable Safety-critical Expert Identification
[
Slides]
[
Poster]
[
OpenReview]
{location} Oral Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5202
Gated Attention for Large Language Models: Non-linearity, Sparsity, and Attention-Sink-Free
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1713
Protein Inverse Folding From Structure Feedback
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1303
CALM: Culturally Self-Aware Language Models
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1114
Black-Box Membership Inference Attack for LVLMs via Prior Knowledge-Calibrated Memory Probing
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4619
Gaze Beyond the Frame: Forecasting Egocentric 3D Visual Span
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3701
Stealthy Yet Effective: Distribution-Preserving Backdoor Attacks on Graph Classification
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2907
Efficient Kernelized Learning in Polyhedral Games beyond Full Information: From Colonel Blotto to Congestion Games
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3316
Beyond Average Value Function in Precision Medicine: Maximum Probability-Driven Reinforcement Learning for Survival Analysis
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4713
LongVPO: From Anchored Cues to Self-Reasoning for Long-Form Video Preference Optimization
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #212
No Experts, No Problem: Avoidance Learning from Bad Demonstrations
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3409
Bi-Level Decision-Focused Causal Learning for Large-Scale Marketing Optimization: Bridging Observational and Experimental Data
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2215
Mixture-of-Experts Operator Transformer for Large-Scale PDE Pre-Training
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2706
Semi-Supervised Regression with Heteroscedastic Pseudo-Labels
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4716
Towards Reliable and Holistic Visual In-Context Learning Prompt Selection
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3008
Hybrid Re-matching for Continual Learning with Parameter-Efficient Tuning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5302
SSR: Enhancing Depth Perception in Vision-Language Models via Rationale-Guided Spatial Reasoning
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4515
NopeRoomGS: Indoor 3D Gaussian Splatting Optimization without Camera Pose Input
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1711
Enhancing Bioactivity Prediction via Spatial Emptiness Representation of Protein-ligand Complex and Union of Multiple Pockets
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #708
MGUP: A Momentum-Gradient Alignment Update Policy for Stochastic Optimization
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3906
Vocabulary In-Context Learning in Transformers: Benefits of Positional Encoding
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2003
Multi-agent KTO: Enhancing Strategic Interactions of Large Language Model in Language Game
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3109
Is the acquisition worth the cost? Surrogate losses for Consistent Two-stage Classifiers
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3108
Unlabeled Data Can Provably Enhance In-Context Learning of Transformers
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5014
Learning Differential Pyramid Representation for Tone Mapping
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4015
Adaptive Gradient Masking for Balancing ID and MLLM-based Representations in Recommendation
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2401
DexGarmentLab: Dexterous Garment Manipulation Environment with Generalizable Policy
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4902
Towards Reliable Identification of Diffusion-based Image Manipulations
[
Poster]
[
OpenReview]
{location} Oral Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5416
Advancing Expert Specialization for Better MoE
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1101
AegisGuard: RL-Guided Adapter Tuning for TEE-Based Efficient & Secure On-Device Inference
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1814
Magical: Medical Lay Language Generation via Semantic Invariance and Layperson-tailored Adaptation
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4406
Align Your Flow: Scaling Continuous-Time Flow Map Distillation
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3200
Robust Regression of General ReLUs with Queries
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4808
PrefixKV: Adaptive Prefix KV Cache is What Vision Instruction-Following Models Need for Efficient Generation
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3915
SeCon-RAG: A Two-Stage Semantic Filtering and Conflict-Free Framework for Trustworthy RAG
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5508
Regional Explanations: Bridging Local and Global Variable Importance
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2709
Understanding Bias Terms in Neural Representations
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3204
Learning Juntas under Markov Random Fields
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1703
Prior-Guided Flow Matching for Target-Aware Molecule Design with Learnable Atom Number
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3603
Dependency Matters: Enhancing LLM Reasoning with Explicit Knowledge Grounding
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1808
Prot2Text-V2: Protein Function Prediction with Multimodal Contrastive Alignment
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4514
MesaTask: Towards Task-Driven Tabletop Scene Generation via 3D Spatial Reasoning
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5501
Dynamic Siamese Expansion Framework for Improving Robustness in Online Continual Learning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2814
Rethinking Hebbian Principle: Low-Dimensional Structural Projection for Unsupervised Learning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4405
Mitigating Occlusions in Virtual Try-On via A Simple-Yet-Effective Mask-Free Framework
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3904
Knee-Deep in C-RASP: A Transformer Depth Hierarchy
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2915
Adversarial Graph Fusion for Incomplete Multi-view Semi-supervised Learning with Tensorial Imputation
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2509
DynaNav: Dynamic Feature and Layer Selection for Efficient Visual Navigation
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1706
Learning 3D Anisotropic Noise Distributions Improves Molecular Force Fields
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3305
Asymptotics of SGD in Sequence-Single Index Models and Single-Layer Attention Networks
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #709
On the Sample Complexity of Differentially Private Policy Optimization
[
Poster]
[
OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5309
Noise Consistency Training: A Native Approach for One-step Generator in Learning Additional Controls
[
OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3713
Neptune-X: Active X-to-Maritime Generation for Universal Maritime Object Detection
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{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4513
GeGS-PCR: Fast and Robust Color 3D Point Cloud Registration with Two-Stage Geometric-3DGS Fusion
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OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2809
Beyond Modality Collapse: Representation Blending for Multimodal Dataset Distillation
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{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3808
Relieving the Over-Aggregating Effect in Graph Transformers
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OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3800
GMV: A Unified and Efficient Graph Multi-View Learning Framework
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OpenReview]
{location} Oral Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5104
NeurIPS should lead scientific consensus on AI policy
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OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3413
HPSERec: A Hierarchical Partitioning and Stepwise Enhancement Framework for Long-tailed Sequential Recommendation
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OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4501
EF-3DGS: Event-Aided Free-Trajectory 3D Gaussian Splatting
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OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #915
Covering Multiple Objectives with a Small Set of Solutions Using Bayesian Optimization
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OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1612
The Catechol Benchmark: Time-series Solvent Selection Data for Few-shot Machine Learning
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OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3700
Simple and Efficient Heterogeneous Temporal Graph Neural Network
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OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5316
Demystifying Reasoning Dynamics with Mutual Information: Thinking Tokens are Information Peaks in LLM Reasoning
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OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2511
Resounding Acoustic Fields with Reciprocity
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OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #113
Data-Juicer 2.0: Cloud-Scale Adaptive Data Processing for and with Foundation Models
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OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3403
Dynamic Bundling with Large Language Models for Zero-Shot Inference on Text-Attributed Graphs
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{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4800
PC-Net: Weakly Supervised Compositional Moment Retrieval via Proposal-Centric Network
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{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3617
MRO: Enhancing Reasoning in Diffusion Language Models via Multi-Reward Optimization
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{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #507
Beyond Verifiable Rewards: Scaling Reinforcement Learning in Language Models to Unverifiable Data
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OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1811
MoodAngels: A Retrieval-augmented Multi-agent Framework for Psychiatry Diagnosis
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OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1906
Lifelong Safety Alignment for Language Models
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OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1504
MigGPT: Harnessing Large Language Models for Automated Migration of Out-of-Tree Linux Kernel Patches Across Versions
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{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #505
Spectral Convolutional Conditional Neural Process
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OpenReview]
{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3917
Frame Context Packing and Drift Prevention in Next-Frame-Prediction Video Diffusion Models
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Poster]
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OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4607
CrypticBio: A Large Multimodal Dataset for Visually Confusing Species
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OpenReview]
{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2513
Open CaptchaWorld: A Comprehensive Web-based Platform for Testing and Benchmarking Multimodal LLM Agents
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{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1508
MineAnyBuild: Benchmarking Spatial Planning for Open-world AI Agents
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{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1507
SolidGeo: Measuring Multimodal Spatial Math Reasoning in Solid Geometry
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{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4613
InfoChartQA: A Benchmark for Multimodal Question Answering on Infographic Charts
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{location} Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1916
SwitchLingua: The First Large-Scale Multilingual and Multi-Ethnic Code-Switching Dataset
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{location} Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5100
MedChain: Bridging the Gap Between LLM Agents and Clinical Practice with Interactive Sequence
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