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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3608
Ranking-based Preference Optimization for Diffusion Models from Implicit User Feedback
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1504
Repurposing AlphaFold3-like Protein Folding Models for Antibody Sequence and Structure Co-design
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{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1617
A Diffusion Model for Regular Time Series Generation from Irregular Data with Completion and Masking
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4616
Struct2D: A Perception-Guided Framework for Spatial Reasoning in MLLMs
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1811
Conformal Linguistic Calibration: Trading-off between Factuality and Specificity
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #309
Uncertainty-Based Smooth Policy Regularisation for Reinforcement Learning with Few Demonstrations
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4309
4DGCPro: Efficient Hierarchical 4D Gaussian Compression for Progressive Volumetric Video Streaming
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3417
Training the Untrainable: Introducing Inductive Bias via Representational Alignment
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1507
A Markov Decision Process for Variable Selection in Branch & Bound
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1801
A Simple Linear Patch Revives Layer-Pruned Large Language Models
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2209
Neighbor-aware Contrastive Disambiguation for Cross-Modal Hashing with Redundant Annotations
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2615
Encouraging metric-aware diversity in contrastive representation space
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2900
Proper Hölder-Kullback Dirichlet Diffusion: A Framework for High Dimensional Generative Modeling
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4009
DREAM: Drafting with Refined Target Features and Entropy-Adaptive Cross-Attention Fusion for Multimodal Speculative Decoding
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4011
LD-RoViS: Training-free Robust Video Steganography for Deterministic Latent Diffusion Model
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4509
Neighborhood Self-Dissimilarity Attention for Medical Image Segmentation
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #414
A Closed-Form Solution for Fast and Reliable Adaptive Testing
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{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1002
Prohibiting Generative AI in any Form of Weapon Control
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4319
InternScenes: A Large-scale Simulatable Indoor Scene Dataset with Realistic Layouts
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{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #100
Sheetpedia: A 300K-Spreadsheet Corpus for Spreadsheet Intelligence and LLM Fine-Tuning
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1203
Struct-Bench: A Benchmark for Differentially Private Structured Text Generation
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #115
PSBench: a large-scale benchmark for estimating the accuracy of protein complex structural models
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4409
RGB-to-Polarization Estimation: A New Task and Benchmark Study
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2709
Establishing Best Practices in Building Rigorous Agentic Benchmarks
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1308
OpenUnlearning: Accelerating LLM Unlearning via Unified Benchmarking of Methods and Metrics
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4410
FlySearch: Exploring how vision-language models explore
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #113
MindGYM: What Matters in Question Synthesis for Thinking-Centric Fine-Tuning?
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2406
Towards Automated Petrography
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #408
Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2115
QCircuitBench: A Large-Scale Dataset for Benchmarking Quantum Algorithm Design
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5308
Multimodal Bandits: Regret Lower Bounds and Optimal Algorithms
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4915
Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2110
BoltzNCE: Learning likelihoods for Boltzmann Generation with Stochastic Interpolants and Noise Contrastive Estimation
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{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1700
CoRe: Benchmarking LLMs’ Code Reasoning Capabilities through Static Analysis Tasks
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4914
IR3D-Bench: Evaluating Vision-Language Model Scene Understanding as Agentic Inverse Rendering
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4912
OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #402
COGNAC: Cooperative Graph-based Networked Agent Challenges for Multi-Agent Reinforcement Learning
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1107
Trans-EnV: A Framework for Evaluating the Linguistic Robustness of LLMs Against English Varieties
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1512
EDBench: Large-Scale Electron Density Data for Molecular Modeling
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4317
NerfBaselines: Consistent and Reproducible Evaluation of Novel View Synthesis Methods
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #109
ICPC-Eval: Probing the Frontiers of LLM Reasoning with Competitive Programming Contests
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3313
The Automated LLM Speedrunning Benchmark: Reproducing NanoGPT Improvements
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3108
LexiCon: a Benchmark for Planning under Temporal Constraints in Natural Language
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #202
PSI: A Benchmark for Human Interpretation and Response in Traffic Interactions
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4010
UltraVideo: High-Quality UHD Video Dataset with Comprehensive Captions
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4910
Uncover Governing Law of Pathology Propagation Mechanism Through A Mean-Field Game
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{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3418
SmallKV: Small Model Assisted Compensation of KV Cache Compression for Efficient LLM Inference
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3312
Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking
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{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2911
Refinement Methods for Distributed Distribution Estimation under $\ell^p$-Losses
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4715
Gaze-VLM: Bridging Gaze and VLMs through Attention Regularization for Egocentric Understanding
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2707
Towards a Geometric Understanding of Tensor Learning via the t-Product
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2200
Fully Autonomous Neuromorphic Navigation and Dynamic Obstacle Avoidance
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3311
PaceLLM: Brain-Inspired Large Language Models for Long-Context Understanding
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1204
RUAGO: Effective and Practical Retain-Free Unlearning via Adversarial Attack and OOD Generator
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4407
PLD: A Choice-Theoretic List-Wise Knowledge Distillation
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2112
Learning conformational ensembles of proteins based on backbone geometry
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2310
This Time is Different: An Observability Perspective on Time Series Foundation Models
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3204
Backward Conformal Prediction
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #602
DOTA: Distributional Test-time Adaptation of Vision-Language Models
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #801
Understanding outer learning rates in Local SGD
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4418
DeepVideo-R1: Video Reinforcement Fine-Tuning via Difficulty-aware Regressive GRPO
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{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #503
Direct Fisher Score Estimation for Likelihood Maximization
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #411
A Finite Sample Analysis of Distributional TD Learning with Linear Function Approximation
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3502
Mind the Gap: Bridging Thought Leap for Improved Chain-of-Thought Tuning
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2910
Prediction with expert advice under additive noise
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1610
SpecMER: Fast Protein Generation with K-mer Guided Speculative Decoding
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{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1205
When Data Can't Meet: Estimating Correlation Across Privacy Barriers
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3519
Tropical Attention: Neural Algorithmic Reasoning for Combinatorial Algorithms
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1609
PRING: Rethinking Protein-Protein Interaction Prediction from Pairs to Graphs
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1803
AdaDetectGPT: Adaptive Detection of LLM-Generated Text with Statistical Guarantees
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3309
Token-Level Self-Play with Importance-Aware Guidance for Large Language Models
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2513
When Causal Dynamics Matter: Adapting Causal Strategies through Meta-Aware Interventions
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3818
Embedding Principle of Homogeneous Neural Network for Classification Problem
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3501
Diffusion Models and the Manifold Hypothesis: Log-Domain Smoothing is Geometry Adaptive
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2908
Dynamic Regret Reduces to Kernelized Static Regret
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4809
Seeing the Wind from a Falling Leaf
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2705
Towards a Pairwise Ranking Model with Orderliness and Monotonicity for Label Enhancement
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3308
Uncovering the Spectral Bias in Diagonal State Space Models
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3307
Masked Gated Linear Unit
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1105
Distributive Fairness in Large Language Models: Evaluating Alignment with Human Values
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4516
Personalized Visual Content Generation in Conversational Systems
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1904
Inference of Whole Brain Electrophysiological Networks Through Multimodal Integration of Simultaneous Scalp and Intracranial EEG
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #108
Efficiently Verifiable Proofs of Data Attribution
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #501
ItDPDM: Information-Theoretic Discrete Poisson Diffusion Model
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2408
Functional Matching of Logic Subgraphs: Beyond Structural Isomorphism
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4816
PointTruss: K-Truss for Point Cloud Registration
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2613
MINGLE: Mixture of Null-Space Gated Low-Rank Experts for Test-Time Continual Model Merging
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2614
Continual Optimization with Symmetry Teleportation for Multi-Task Learning
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1903
Bounds on the computational complexity of neurons due to dendritic morphology
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #500
Variational Inference with Mixtures of Isotropic Gaussians
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #216
Compute-Optimal Scaling for Value-Based Deep RL
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2907
Agnostic Continuous-Time Online Learning
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1517
TrajAgent: An LLM-Agent Framework for Trajectory Modeling via Large-and-Small Model Collaboration
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #804
FedRACE: A Hierarchical and Statistical Framework for Robust Federated Learning
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4017
OmniSync: Towards Universal Lip Synchronization via Diffusion Transformers
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5312
Towards Understanding Safety Alignment: A Mechanistic Perspective from Safety Neurons
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3601
PhysVLM-AVR: Active Visual Reasoning for Multimodal Large Language Models in Physical Environments
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4511
Discovering Compositional Hallucinations in LVLMs
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2111
Neuro-Spectral Architectures for Causal Physics-Informed Networks
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4111
Robust Label Proportions Learning
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3602
Multimodal Tabular Reasoning with Privileged Structured Information
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #315
Learning to Better Search with Language Models via Guided Reinforced Self-Training
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #710
Treatment Effect Estimation for Optimal Decision-Making
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #313
Adversarial Diffusion for Robust Reinforcement Learning
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4018
Latent Refinement via Flow Matching for Training-free Linear Inverse Problem Solving
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4507
MAGNET: A Multi-agent Framework for Finding Audio-Visual Needles by Reasoning over Multi-Video Haystacks
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4900
Styl3R: Instant 3D Stylized Reconstruction for Arbitrary Scenes and Styles
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4812
Spatiotemporal Consensus with Scene Prior for Unsupervised Domain Adaptive Person Search
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4314
MVSMamba: Multi-View Stereo with State Space Model
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4103
Learning Diffusion Models with Flexible Representation Guidance
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4313
GSRF: Complex-Valued 3D Gaussian Splatting for Efficient Radio-Frequency Data Synthesis
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4505
FedMGP: Personalized Federated Learning with Multi-Group Text-Visual Prompts
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3906
Scaling Up Liquid-Resistance Liquid-Capacitance Networks for Efficient Sequence Modeling
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #705
Geometric Algorithms for Neural Combinatorial Optimization with Constraints
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5311
Dual Alignment Framework for Few-shot Learning with Inter-Set and Intra-Set Shifts
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4517
RESAnything: Attribute Prompting for Arbitrary Referring Segmentation
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OpenReview]
{location} Oral Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1206
Spectral Perturbation Bounds for Low-Rank Approximation with Applications to Privacy
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4503
Conditional Representation Learning for Customized Tasks
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4019
Adaptive Stochastic Coefficients for Accelerating Diffusion Sampling
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1611
Modeling Microenvironment Trajectories on Spatial Transcriptomics with NicheFlow
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4502
Universal Video Temporal Grounding with Generative Multi-modal Large Language Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3607
Edit Flows: Variable Length Discrete Flow Matching with Sequence-Level Edit Operations
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1011
Better Language Model Inversion by Compactly Representing Next-Token Distributions
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5002
Adaptive Algorithms with Sharp Convergence Rates for Stochastic Hierarchical Optimization
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2000
NeuroH-TGL: Neuro-Heterogeneity Guided Temporal Graph Learning Strategy for Brain Disease Diagnosis
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #614
A Gradient Guided Diffusion Framework for Chance Constrained Programming
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2511
A Counterfactual Semantics for Hybrid Dynamical Systems
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1800
MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4312
Optimized Minimal 3D Gaussian Splatting
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #106
Rethinking Verification for LLM Code Generation: From Generation to Testing
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3515
AttentionPredictor: Temporal Patterns Matter for KV Cache Compression
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4501
HMVLM:Human Motion-Vision-Language Model via MoE LoRA
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #911
Amortized Active Generation of Pareto Sets
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4508
Mitigating Intra- and Inter-modal Forgetting in Continual Learning of Unified Multimodal Models
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2206
Toward Artificial Palpation: Representation Learning of Touch on Soft Bodies
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1304
Predicting the Performance of Black-box Language Models with Follow-up Queries
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4518
DP²O-SR: Direct Perceptual Preference Optimization for Real-World Image Super-Resolution
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #607
Quantum speedup of non-linear Monte Carlo problems
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2811
Quantifying Distributional Invariance in Causal Subgraph for IRM-Free Graph Generalization
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3905
Optimal Control for Transformer Architectures: Enhancing Generalization, Robustness and Efficiency
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1809
PolarQuant: Leveraging Polar Transformation for Key Cache Quantization and Decoding Acceleration
[
Poster]
[
OpenReview]
{location} Oral Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3513
KVzip: Query-Agnostic KV Cache Compression with Context Reconstruction
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #404
Solving Continuous Mean Field Games: Deep Reinforcement Learning for Non-Stationary Dynamics
[
Slides]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3810
Preference Learning with Response Time: Robust Losses and Guarantees
[
Slides]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1102
How Does Topology Bias Distort Message Passing in Graph Recommender? A Dirichlet Energy Perspective
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5313
Tree of Preferences for Diversified Recommendation
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5006
GuardReasoner-VL: Safeguarding VLMs via Reinforced Reasoning
[
OpenReview]
{location} Oral Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3919
Generalized Linear Mode Connectivity for Transformers
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1001
An Ellipsoid Algorithm for Online Convex Optimization
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4500
NormFit: A Lightweight Solution for Few-Shot Federated Learning with Non-IID Data
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #200
Audio Super-Resolution with Latent Bridge Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2014
RobIA: Robust Instance-aware Continual Test-time Adaptation for Deep Stereo
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2914
Mechanism Design via the Interim Relaxation
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4705
Consistent Supervised-Unsupervised Alignment for Generalized Category Discovery
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3702
On Vanishing Gradients, Over-Smoothing, and Over-Squashing in GNNs: Bridging Recurrent and Graph Learning
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #308
One Subgoal at a Time: Zero-Shot Generalization to Arbitrary Linear Temporal Logic Requirements in Multi-Task Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1405
Approximate Domain Unlearning for Vision-Language Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5007
The Good, the Bad and the Ugly: Meta-Analysis of Watermarks, Transferable Attacks and Adversarial Defenses
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2210
Embodied Crowd Counting
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5008
The Cost of Compression: Tight Quadratic Black-Box Attacks on Sketches for $\ell_2$ Norm Estimation
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3302
HALO: Hadamard-Assisted Lower-Precision Optimization for LLMs
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #307
Actor-Free Continuous Control via Structurally Maximizable Q-Functions
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4108
Controllable Human-centric Keyframe Interpolation with Generative Prior
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1813
LeVo: High-Quality Song Generation with Multi-Preference Alignment
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3917
Neural Thermodynamics: Entropic Forces in Deep and Universal Representation Learning
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #305
SPiDR: A Simple Approach for Zero-Shot Safety in Sim-to-Real Transfer
[
Slides]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4110
WarpGAN: Warping-Guided 3D GAN Inversion with Style-Based Novel View Inpainting
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5009
LeMiCa: Lexicographic Minimax Path Caching for Efficient Diffusion-Based Video Generation
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4107
X-Scene: Large-Scale Driving Scene Generation with High Fidelity and Flexible Controllability
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4706
Rising from Ashes: Generalized Federated Learning via Dynamic Parameter Reset
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #515
Improving planning and MBRL with temporally-extended actions
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1815
Joint Design of Protein Surface and Backbone Using a Diffusion Bridge Model
[
Slides]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #615
Set Smoothness Unlocks Clarke Hyper-stationarity in Bilevel Optimization
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5010
RoMA: Scaling up Mamba-based Foundation Models for Remote Sensing
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2504
Coloring Learning for Heterophilic Graph Representation
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5317
Structured Sparse Transition Matrices to Enable State Tracking in State-Space Models
[
OpenReview]
{location} Oral Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3916
On Linear Mode Connectivity of Mixture-of-Experts Architectures
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5205
Proxy Target: Bridging the Gap Between Discrete Spiking Neural Networks and Continuous Control
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #604
Uncertainty Quantification with the Empirical Neural Tangent Kernel
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #912
Informed Initialization for Bayesian Optimization and Active Learning
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4604
Unified Multimodal Chain-of-Thought Reward Model through Reinforcement Fine-Tuning
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2904
An Analytical Theory of Spectral Bias in the Learning Dynamics of Diffusion Models
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2412
PLMTrajRec: A Scalable and Generalizable Trajectory Recovery Method with Pre-trained Language Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2903
Infrequent Exploration in Linear Bandits
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5209
CPPO: Accelerating the Training of Group Relative Policy Optimization-Based Reasoning Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1210
An Iterative Algorithm for Differentially Private $k$-PCA with Adaptive Noise
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1004
On Optimal Steering to Achieve Exact Fairness
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5319
MOSDT: Self-Distillation-Based Decision Transformer for Multi-Agent Offline Safe Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4308
Spiral: Semantic-Aware Progressive LiDAR Scene Generation and Understanding
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3511
Dependency Parsing is More Parameter-Efficient with Normalization
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2002
From Pixels to Views: Learning Angular-Aware and Physics-Consistent Representations for Light Field Microscopy
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5012
Design-Based Bandits Under Network Interference: Trade-Off Between Regret and Statistical Inference
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3207
How Patterns Dictate Learnability in Sequential Data
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1211
DKDR: Dynamic Knowledge Distillation for Reliability in Federated Learning
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2003
Transformer brain encoders explain human high-level visual responses
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3612
Coupled Data and Measurement Space Dynamics for Enhanced Diffusion Posterior Sampling
[
Slides]
[
Poster]
[
OpenReview]
{location} Oral Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2901
An Optimized Franz-Parisi Criterion and its Equivalence with SQ Lower Bounds
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4700
Long-Tailed Recognition via Information-Preservable Two-Stage Learning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4800
Gradient-Weight Alignment as a Train-Time Proxy for Generalization in Classification Tasks
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3300
ACT as Human: Multimodal Large Language Model Data Annotation with Critical Thinking
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3700
On Universality Classes of Equivariant Networks
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3915
Shortcut Features as Top Eigenfunctions of NTK: A Linear Neural Network Case and More
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2813
When Does Curriculum Learning Help? A Theoretical Perspective
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4306
Reframing Gaussian Splatting Densification with Complexity-Density Consistency of Primitives
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3509
Twilight: Adaptive Attention Sparsity with Hierarchical Top-$p$ Pruning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #808
Second-Order Convergence in Private Stochastic Non-Convex Optimization
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2107
HyPINO: Multi-Physics Neural Operators via HyperPINNs and the Method of Manufactured Solutions
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1708
Cancer Survival Analysis via Zero-shot Tumor Microenvironment Segmentation on Low-resolution Whole Slide Pathology Images
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4708
MLEP: Multi-granularity Local Entropy Patterns for Generalized AI-generated Image Detection
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4903
A Circular Argument: Does RoPE need to be Equivariant for Vision?
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2213
DiffE2E: Rethinking End-to-End Driving with a Hybrid Diffusion-Regression-Classification Policy
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3400
Self-Generated In-Context Examples Improve LLM Agents for Sequential Decision-Making Tasks
[
Slides]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3901
Hankel Singular Value Regularization for Highly Compressible State Space Models
[
Poster]
[
OpenReview]
{location} Oral Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3701
Learning (Approximately) Equivariant Networks via Constrained Optimization
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3000
Incentive-Aware Dynamic Resource Allocation under Long-Term Cost Constraints
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2715
Domain Adaptive Hashing Retrieval via VLM Assisted Pseudo-Labeling and Dual Space Adaptation
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5014
VQToken: Neural Discrete Token Representation Learning for Extreme Token Reduction in Video Large Language Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #405
Evaluating LLMs in Open-Source Games
[
Slides]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #508
Critical Batch Size Revisited: A Simple Empirical Approach to Large-Batch Language Model Training
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3401
Collapsing Taylor Mode Automatic Differentiation
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #204
Track3R: Joint Point Map and Trajectory Prior for Spatiotemporal 3D Understanding
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2006
POCO: Scalable Neural Forecasting through Population Conditioning
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #412
Automaton Constrained Q-Learning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3900
T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1108
A Multi-Task Benchmark for Abusive Language Detection in Low-Resource Settings
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3811
Multi-Expert Distributionally Robust Optimization for Out-of-Distribution Generalization
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4714
Robust Ego-Exo Correspondence with Long-Term Memory
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1711
GeoDynamics: A Geometric State‑Space Neural Network for Understanding Brain Dynamics on Riemannian Manifolds
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3912
Metric Automata Theory: A Unifying Theory of RNNs
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3402
PINNs with Learnable Quadrature
[
Slides]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #704
Coreset for Robust Geometric Median: Eliminating Size Dependency on Outliers
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #502
Trust Region Constrained Measure Transport in Path Space for Stochastic Optimal Control and Inference
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3105
REINFORCE Converges to Optimal Policies with Any Learning Rate
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1614
Modeling Cell Dynamics and Interactions with Unbalanced Mean Field Schrödinger Bridge
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #715
Speculate Deep and Accurate: Lossless and Training-Free Acceleration for Offloaded LLMs via Substitute Speculative Decoding
[
Poster]
[
OpenReview]
{location} Oral Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #809
ElasticMM: Efficient Multimodal LLMs Serving with Elastic Multimodal Parallelism
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2603
Causal Differentiating Concepts: Interpreting LM Behavior via Causal Representation Learning
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4510
BTL-UI: Blink-Think-Link Reasoning Model for GUI Agent
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2204
Failure Prediction at Runtime for Generative Robot Policies
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4305
TAPIP3D: Tracking Any Point in Persistent 3D Geometry
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2801
Spectral Graph Coarsening Using Inner Product Preservation and the Grassmann Manifold
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3001
Transformers Provably Learn Chain-of-Thought Reasoning with Length Generalization
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2413
Computational Algebra with Attention: Transformer Oracles for Border Basis Algorithms
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3003
Generalization Bounds for Model-based Algorithm Configuration
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3004
Learning from positive and unlabeled examples -Finite size sample bounds
[
Slides]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3614
Towards Understanding the Mechanisms of Classifier-Free Guidance
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1300
Toward Efficient Inference Attacks: Shadow Model Sharing via Mixture-of-Experts
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #111
FedQS: Optimizing Gradient and Model Aggregation for Semi-Asynchronous Federated Learning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3210
Advancing Wasserstein Convergence Analysis of Score-Based Models: Insights from Discretization and Second-Order Acceleration
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5111
Matchings Under Biased and Correlated Evaluations
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3318
Dynamic Diameter in High-Dimensions against Adaptive Adversary and Beyond
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5110
Surface-Aware Feed-Forward Quadratic Gaussian for Frame Interpolation with Large Motion
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4001
DISCO: Disentangled Communication Steering for Large Language Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1915
Are Large Reasoning Models Good Translation Evaluators? Analysis and Performance Boost
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3617
Restoring Pruned Large Language Models via Lost Component Compensation
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2203
ThinkAct: Vision-Language-Action Reasoning via Reinforced Visual Latent Planning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1212
OmniFC: Rethinking Federated Clustering via Lossless and Secure Distance Reconstruction
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2317
Knowledge Insulating Vision-Language-Action Models: Train Fast, Run Fast, Generalize Better
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4605
CAT: Content-Adaptive Image Tokenization
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3406
Efficient Training-Free Online Routing for High-Volume Multi-LLM Serving
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #303
SEEA-R1: Tree-Structured Reinforcement Fine-Tuning for Self-Evolving Embodied Agents
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3006
Stability and Sharper Risk Bounds with Convergence Rate $\tilde{O}(1/n^2)$
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1015
Tree Ensemble Explainability through the Hoeffding Functional Decomposition and TreeHFD Algorithm
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1914
Less is More: Local Intrinsic Dimensions of Contextual Language Models
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1213
Rethinking Fair Federated Learning from Parameter and Client View
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #709
Sparse Polyak: an adaptive step size rule for high-dimensional M-estimation
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5318
Low Rank Gradients and Where to Find Them
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #706
Uniform Wrappers: Bridging Concave to Quadratizable Functions in Online Optimization
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1600
ForceFM: Enhancing Protein-Ligand Predictions through Force-Guided Flow Matching
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1515
Negative Feedback Really Matters: Signed Dual-Channel Graph Contrastive Learning Framework for Recommendation
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3914
Learning Orthogonal Multi-Index Models: A Fine-Grained Information Exponent Analysis
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2301
SPOT-Trip: Dual-Preference Driven Out-of-Town Trip Recommendation
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5310
SCOUT: Teaching Pre-trained Language Models to Enhance Reasoning via Flow Chain-of-Thought
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5105
Vision‑Language‑Vision Auto‑Encoder: Scalable Knowledge Distillation from Diffusion Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #312
Normalizing Flows are Capable Models for Continuous Control
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2604
Drag-and-Drop LLMs: Zero-Shot Prompt-to-Weights
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2415
VADTree: Explainable Training-Free Video Anomaly Detection via Hierarchical Granularity-Aware Tree
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2416
STRATUS: A Multi-agent System for Autonomous Reliability Engineering of Modern Clouds
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1401
Adversarial Paraphrasing: A Universal Attack for Humanizing AI-Generated Text
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1601
Automatic Auxiliary Task Selection and Adaptive Weighting Boost Molecular Property Prediction
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4607
STAR: Spatial-Temporal Tracklet Matching for Multi-Object Tracking
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4608
Availability-aware Sensor Fusion via Unified Canonical Space
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1608
Cloud4D: Estimating Cloud Properties at a High Spatial and Temporal Resolution
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1402
Synthesize Privacy-Preserving High-Resolution Images via Private Textual Intermediaries
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2106
Neural Emulator Superiority: When Machine Learning for PDEs Surpasses its Training Data
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4016
RoPECraft: Training-Free Motion Transfer with Trajectory-Guided RoPE Optimization on Diffusion Transformers
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1214
TokenSwap: A Lightweight Method to Disrupt Memorized Sequences in LLMs
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3008
Hessian-guided Perturbed Wasserstein Gradient Flows for Escaping Saddle Points
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3009
On the Robustness of Transformers against Context Hijacking for Linear Classification
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2605
LocDiff: Identifying Locations on Earth by Diffusing in the Hilbert Space
[
Slides]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4610
Training-free Online Video Step Grounding
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #512
DISCOVER: Automated Curricula for Sparse-Reward Reinforcement Learning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3408
Curvature Tuning: Provable Training-free Model Steering From a Single Parameter
[
Poster]
[
OpenReview]
{location} Oral Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3316
Improved Regret Bounds for Gaussian Process Upper Confidence Bound in Bayesian Optimization
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #211
DAIL: Beyond Task Ambiguity for Language-Conditioned Reinforcement Learning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1603
Consistent Sampling and Simulation: Molecular Dynamics with Energy-Based Diffusion Models
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1215
Purifying Approximate Differential Privacy with Randomized Post-processing
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1207
You Only Communicate Once: One-shot Federated Low-Rank Adaptation of MLLM
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #212
Learning from Reward-Free Offline Data: A Case for Planning with Latent Dynamics Models
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2400
Functional Virtual Adversarial Training for Semi-Supervised Time Series Classification
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4300
Gaussian-Augmented Physics Simulation and System Identification with Complex Colliders
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1400
Dynamical Properties of Tokens in Self-Attention and Effects of Positional Encoding
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1103
Fairness under Competition
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3813
ReservoirTTA: Prolonged Test-time Adaptation for Evolving and Recurring Domains
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3103
When Lower-Order Terms Dominate: Adaptive Expert Algorithms for Heavy-Tailed Losses
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1705
GEM: Empowering MLLM for Grounded ECG Understanding with Time Series and Images
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5103
U-REPA: Aligning Diffusion U-Nets to ViTs
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1911
SE-Agent: Self-Evolution Trajectory Optimization in Multi-Step Reasoning with LLM-Based Agents
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4519
VLM in a flash: I/O-Efficient Sparsification of Vision-Language Model via Neuron Chunking
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2104
Discovering Symbolic Partial Differential Equation by Abductive Learning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2417
CADMorph: Geometry‑Driven Parametric CAD Editing via a Plan–Generate–Verify Loop
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1616
Multimodal 3D Genome Pre-training
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4203
DisMo: Disentangled Motion Representations for Open-World Motion Transfer
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3719
Rethinking Fine-Tuning when Scaling Test-Time Compute: Limiting Confidence Improves Mathematical Reasoning
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1404
Unlearning-Aware Minimization
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2010
Model–Behavior Alignment under Flexible Evaluation: When the Best-Fitting Model Isn’t the Right One
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2411
Enhancing Time Series Forecasting through Selective Representation Spaces: A Patch Perspective
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4919
WaveAR: Wavelet-Aware Continuous Autoregressive Diffusion for Accurate Human Motion Prediction
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3101
Near-Optimal Sample Complexity for Online Constrained MDPs
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3100
Multi-Environment POMDPs: Discrete Model Uncertainty Under Partial Observability
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1115
Causal Head Gating: A Framework for Interpreting Roles of Attention Heads in Transformers
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2011
Mechanistic Interpretability of RNNs emulating Hidden Markov Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3717
un$^2$CLIP: Improving CLIP's Visual Detail Capturing Ability via Inverting unCLIP
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4401
ViDAR: Video Diffusion-Aware 4D Reconstruction From Monocular Inputs
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3716
AdmTree: Compressing Lengthy Context with Adaptive Semantic Trees
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3411
Q-Palette: Fractional-Bit Quantizers Toward Optimal Bit Allocation for Efficient LLM Deployment
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4803
Weak-shot Keypoint Estimation via Keyness and Correspondence Transfer
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4005
Robust Hyperbolic Learning with Curvature-Aware Optimization
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2714
Gated Integration of Low-Rank Adaptation for Continual Learning of Large Language Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #806
Towards Straggler-Resilient Split Federated Learning: An Unbalanced Update Approach
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1411
Towards a General Attention Framework on Gyrovector Spaces for Matrix Manifolds
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4206
VTON-VLLM: Aligning Virtual Try-On Models with Human Preferences
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #915
Adaptive Frontier Exploration on Graphs with Applications to Network-Based Disease Testing
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2601
Mitigating Spurious Features in Contrastive Learning with Spectral Regularization
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2607
Self-Supervised Contrastive Learning is Approximately Supervised Contrastive Learning
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5211
ShapeLLM-Omni: A Native Multimodal LLM for 3D Generation and Understanding
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #509
Behavior Injection: Preparing Language Models for Reinforcement Learning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4402
Learning Temporal 3D Semantic Scene Completion via Optical Flow Guidance
[
Poster]
[
OpenReview]
{location} Oral Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4601
Rethinking Multimodal Learning from the Perspective of Mitigating Classification Ability Disproportion
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1407
C-SafeGen: Certified Safe LLM Generation with Claim-Based Streaming Guardrails
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1910
Sparta Alignment: Collectively Aligning Multiple Language Models through Combat
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3803
On Local Limits of Sparse Random Graphs: Color Convergence and the Refined Configuration Model
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1908
Absolute Zero: Reinforced Self-play Reasoning with Zero Data
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1313
FLUX: Efficient Descriptor-Driven Clustered Federated Learning under Arbitrary Distribution Shifts
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3010
Geometry Meets Incentives: Sample-Efficient Incentivized Exploration with Linear Contexts
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1006
GraSS: Scalable Data Attribution with Gradient Sparsification and Sparse Projection
[
Slides]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4208
Flow-GRPO: Training Flow Matching Models via Online RL
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1907
Open Vision Reasoner: Transferring Linguistic Cognitive Behavior for Visual Reasoning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1101
DRIFT: Dynamic Rule-Based Defense with Injection Isolation for Securing LLM Agents
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1615
Causality-Induced Positional Encoding for Transformer-Based Representation Learning of Non-Sequential Features
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3011
Online Learning of Neural Networks
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4814
FastJAM: a Fast Joint Alignment Model for Images
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1112
Explaining Similarity in Vision-Language Encoders with Weighted Banzhaf Interactions
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1602
Towards Unified and Lossless Latent Space for 3D Molecular Latent Diffusion Modeling
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4911
ClinicalLab: Aligning Agents for Multi-Departmental Clinical Diagnostics in the Real World
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2311
Temporal Representation Alignment: Successor Features Enable Emergent Compositionality in Robot Instruction Following
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #910
Exploring and Exploiting Model Uncertainty in Bayesian Optimization
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4918
Neural B-frame Video Compression with Bi-directional Reference Harmonization
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3613
Think-RM: Enabling Long-Horizon Reasoning in Generative Reward Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #514
AREAL: A Large-Scale Asynchronous Reinforcement Learning System for Language Reasoning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1513
KTAE: A Model-Free Algorithm to Key-Tokens Advantage Estimation in Mathematical Reasoning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2916
Cooperative Bargaining Games Without Utilities: Mediated Solutions from Direction Oracles
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3315
Tight Asymptotics of Extreme Order Statistics
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1409
What Does It Take to Build a Performant Selective Classifier?
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1312
Differential Privacy on Fully Dynamic Streams
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5202
Text-Aware Real-World Image Super-Resolution via Diffusion Model with Joint Segmentation Decoders
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4315
EGGS: Exchangeable 2D/3D Gaussian Splatting for Geometry-Appearance Balanced Novel View Synthesis
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2804
AnaCP: Toward Upper-Bound Continual Learning via Analytic Contrastive Projection
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1202
Don’t call it privacy-preserving or human-centric pose estimation if you don’t measure privacy
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2516
SketchMind: A Multi-Agent Cognitive Framework for Assessing Student-Drawn Scientific Sketches
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2313
CoC-VLA: Delving into Adversarial Domain Transfer for Explainable Autonomous Driving via Chain-of-Causality Visual-Language-Action Model
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1715
Omni-DNA: A Genomic Model Supporting Sequence Understanding, Long-context, and Textual Annotation
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3713
EVODiff: Entropy-aware Variance Optimized Diffusion Inference
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1702
WolBanking77: Wolof Banking Speech Intent Classification Dataset
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3014
Online Learning of Pure States is as Hard as Mixed States
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #902
FRAM: Frobenius-Regularized Assignment Matching with Mixed-Precision Computing
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3202
FraPPE: Fast and Efficient Preference-Based Pure Exploration
[
Slides]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4703
T-norm Selection for Object Detection in Autonomous Driving with Logical Constraints
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5203
Outcome-Based Online Reinforcement Learning: Algorithms and Fundamental Limits
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2403
MoFo: Empowering Long-term Time Series Forecasting with Periodic Pattern Modeling
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3404
Consistent Paths Lead to Truth: Self-Rewarding Reinforcement Learning for LLM Reasoning
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #409
Gymnasium: A Standard Interface for Reinforcement Learning Environments
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3413
Structured Spectral Reasoning for Frequency-Adaptive Multimodal Recommendation
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2515
ContextAgent: Context-Aware Proactive LLM Agents with Open-world Sensory Perceptions
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1311
Deep Learning with Plausible Deniability
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2701
TPP-SD: Accelerating Transformer Point Process Sampling with Speculative Decoding
[
Slides]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4405
Mesh-RFT: Enhancing Mesh Generation via Fine-grained Reinforcement Fine-Tuning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3203
\(\varepsilon\)-Optimally Solving Two-Player Zero-Sum POSGs
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4007
LongMagpie: A Self-synthesis Method for Generating Large-scale Long-context Instructions
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2517
FACE: A General Framework for Mapping Collaborative Filtering Embeddings into LLM Tokens
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #814
Revisiting Consensus Error: A Fine-grained Analysis of Local SGD under Second-order Data Heterogeneity
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4406
Temporal Smoothness-Aware Rate-Distortion Optimized 4D Gaussian Splatting
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3016
Nyström-Accelerated Primal LS-SVMs: Breaking the $O(an^3)$ Complexity Bottleneck for Scalable ODEs Learning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2109
Graph-based Symbolic Regression with Invariance and Constraint Encoding
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4805
Noise Matters: Optimizing Matching Noise for Diffusion Classifiers
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4618
VisualQuality-R1: Reasoning-Induced Image Quality Assessment via Reinforcement Learning to Rank
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #612
Estimating Hitting Times Locally at Scale
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5204
Leveraging semantic similarity for experimentation with AI-generated treatments
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4619
Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4102
Free-Lunch Color-Texture Disentanglement for Stylized Image Generation
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3804
Higher-Order Learning with Graph Neural Networks via Hypergraph Encodings
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3604
LinEAS: End-to-end Learning of Activation Steering with a Distributional Loss
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5307
DMWM: Dual-Mind World Model with Long-Term Imagination
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #413
STAR: Efficient Preference-based Reinforcement Learning via Dual Regularization
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4403
Jamais Vu: Exposing the Generalization Gap in Supervised Semantic Correspondence
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4712
FineRS: Fine-grained Reasoning and Segmentation of Small Objects with Reinforcement Learning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1410
Attack via Overfitting: 10-shot Benign Fine-tuning to Jailbreak LLMs
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #603
Covariate-moderated Empirical Bayes Matrix Factorization
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2609
CG-SSL: Concept-Guided Self-Supervised Learning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #702
Generalization Guarantees for Learning Score-Based Branch-and-Cut Policies in Integer Programming
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4719
LangHOPS: Language Grounded Hierarchical Open-Vocabulary Part Segmentation
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4109
Luminance-Aware Statistical Quantization: Unsupervised Hierarchical Learning for Illumination Enhancement
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3707
Spectral Graph Neural Networks are Incomplete on Graphs with a Simple Spectrum
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3817
Understanding the Gain from Data Filtering in Multimodal Contrastive Learning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2102
AutoSciDACT: Automated Scientific Discovery through Contrastive Embedding and Hypothesis Testing
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2913
Optimism Without Regularization: Constant Regret in Zero-Sum Games
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3415
Causal Spatio-Temporal Prediction: An Effective and Efficient Multi-Modal Approach
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #506
Learning to Reason under Off-Policy Guidance
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3711
NeuroPath: Neurobiology-Inspired Path Tracking and Reflection for Semantically Coherent Retrieval
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4718
EMLoC: Emulator-based Memory-efficient Fine-tuning with LoRA Correction
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4303
OptiScene: LLM-driven Indoor Scene Layout Generation via Scaled Human-aligned Data Synthesis and Multi-Stage Preference Optimization
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2304
Multi-Scale Finetuning for Encoder-based Time Series Foundation Models
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4512
The Dual Nature of Plasticity Loss in Deep Continual Learning: Dissection and Mitigation
[
Slides]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2806
Preference-Based Dynamic Ranking Structure Recognition
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2507
UnCLe: Towards Scalable Dynamic Causal Discovery in Non-linear Temporal Systems
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4806
Salient Concept-Aware Generative Data Augmentation
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1314
MPCache: MPC-Friendly KV Cache Eviction for Efficient Private LLM Inference
[
OpenReview]
{location} Oral Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2101
Learning long range dependencies through time reversal symmetry breaking
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3710
CURE: Co-Evolving Coders and Unit Testers via Reinforcement Learning
[
OpenReview]
{location} Oral Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3414
RAG4GFM: Bridging Knowledge Gaps in Graph Foundation Models through Graph Retrieval Augmented Generation
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3805
Graph Persistence goes Spectral
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1111
Pinpointing Attention-Causal Communication in Language Models
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4006
Iterative Self-Incentivization Empowers Large Language Models as Agentic Searchers
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1913
Collaborative Reasoner: Self-Improving Social Agents with Synthetic Conversations
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2405
Synthetic Series-Symbol Data Generation for Time Series Foundation Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2912
No-Regret Online Autobidding Algorithms in First-price Auctions
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1200
On Group Sufficiency Under Label Bias
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1713
Context-Aware Regularization with Markovian Integration for Attention-Based Nucleotide Analysis
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #505
Policy Compatible Skill Incremental Learning via Lazy Learning Interface
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3909
Attention with Trained Embeddings Provably Selects Important Tokens
[
Slides]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1016
Do different prompting methods yield a common task representation in language models?
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3002
Generalization Bounds for Kolmogorov-Arnold Networks (KANs) and Enhanced KANs with Lower Lipschitz Complexity
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2713
Provably Efficient Multi-Task Meta Bandit Learning via Shared Representations
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3314
AlphaBeta is not as good as you think: a simple random games model for a better analysis of deterministic game-solving algorithms
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5101
Activity Pruning for Efficient Spiking Neural Networks
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2712
Revisiting Semi-Supervised Learning in the Era of Foundation Models
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1514
MAPLE: Multi-scale Attribute-enhanced Prompt Learning for Few-shot Whole Slide Image Classification
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2711
Mint: A Simple Test-Time Adaptation of Vision-Language Models against Common Corruptions
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #914
Beyond $\tilde{O}(\sqrt{T})$ Constraint Violation for Online Convex Optimization with Adversarial Constraints
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5207
JailBound: Jailbreaking Internal Safety Boundaries of Vision-Language Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3709
CLAWS:Creativity detection for LLM-generated solutions using Attention Window of Sections
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2015
DCA: Graph-Guided Deep Embedding Clustering for Brain Atlases
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3814
Vulnerable Data-Aware Adversarial Training
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2702
Revisiting Logit Distributions for Reliable Out-of-Distribution Detection
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #304
Shallow Flow Matching for Coarse-to-Fine Text-to-Speech Synthesis
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4901
HoloScene: Simulation‑Ready Interactive 3D Worlds from a Single Video
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #504
Curriculum Design for Trajectory-Constrained Agent: Compressing Chain-of-Thought Tokens in LLMs
[
Poster]
[
OpenReview]
{location} Oral Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #701
Discovering Opinion Intervals from Conflicts in Signed Graphs
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1000
RefLoRA: Refactored Low-Rank Adaptation for Efficient Fine-Tuning of Large Models
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #301
PeRL: Permutation-Enhanced Reinforcement Learning for Interleaved Vision-Language Reasoning
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4310
GuideFlow3D: Optimization-Guided Rectified Flow For Appearance Transfer
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2704
Generalizable Reasoning through Compositional Energy Minimization
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3504
Fast attention mechanisms: a tale of parallelism
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5309
PiKE: Adaptive Data Mixing for Large-Scale Multi-Task Learning Under Low Gradient Conflicts
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Slides]
[
Poster]
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OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3514
Let Me Think! A Long Chain of Thought Can Be Worth Exponentially Many Short Ones
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Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #103
MuSLR: Multimodal Symbolic Logical Reasoning
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Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4416
VimoRAG: Video-based Retrieval-augmented 3D Motion Generation for Motion Language Models
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Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #213
NAVIX: Scaling MiniGrid Environments with JAX
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Slides]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #916
Feasibility-Aware Decision-Focused Learning for Predicting Parameters in the Constraints
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2303
True Zero-Shot Inference of Dynamical Systems Preserving Long-Term Statistics
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3605
Rao-Blackwell Gradient Estimators for Equivariant Denoising Diffusion
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2103
Energy Loss Functions for Physical Systems
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Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2807
Accelerated Evolving Set Processes for Local PageRank Computation
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Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3812
Compositional Neural Network Verification via Assume-Guarantee Reasoning
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Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1503
Atomic Diffusion Models for Small Molecule Structure Elucidation from NMR Spectra
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #803
Predictability Enables Parallelization of Nonlinear State Space Models
[
Slides]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #708
Controlling the Flow: Stability and Convergence for Stochastic Gradient Descent with Decaying Regularization
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Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #102
TreeSynth: Synthesizing Diverse Data from Scratch via Tree-Guided Subspace Partitioning
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Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #114
AGENTIF: Benchmarking Large Language Models Instruction Following Ability in Agentic Scenarios
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Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2007
Inpainting the Neural Picture: Inferring Unrecorded Brain Area Dynamics from Multi-Animal Datasets
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Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3907
Better Training Data Attribution via Better Inverse Hessian-Vector Products
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #310
Angles Don’t Lie: Unlocking Training‑Efficient RL Through the Model’s Own Signals
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1010
Emergence and Evolution of Interpretable Concepts in Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1303
Simplicity Prevails: Rethinking Negative Preference Optimization for LLM Unlearning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1909
OSTAR: Optimized Statistical Text-classifier with Adversarial Resistance
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Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2214
DexFlyWheel: A Scalable and Self-improving Data Generation Framework for Dexterous Manipulation
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3416
Spectral Compressive Imaging via Chromaticity-Intensity Decomposition
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2812
Provable Meta-Learning with Low-Rank Adaptations
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #401
Introducing FOReCAst: The Future Outcome Reasoning and Confidence Assessment Benchmark
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Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1912
Know What You Don't Know: Uncertainty Calibration of Process Reward Models
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5001
Deciphering the Extremes: A Novel Approach for Pathological Long-tailed Recognition in Scientific Discovery
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3305
Towards Multi-Table Learning: A Novel Paradigm for Complementarity Quantification and Integration
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Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1502
Unlocking hidden biomolecular conformational landscapes in diffusion models at inference time
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #707
Nonlinearly Preconditioned Gradient Methods: Momentum and Stochastic Analysis
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2610
Token Bottleneck: One Token to Remember Dynamics
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1412
LC-Opt: Benchmarking Reinforcement Learning and Agentic AI for End-to-End Liquid Cooling Optimization in Data Centers
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Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2306
Abstain Mask Retain Core: Time Series Prediction by Adaptive Masking Loss with Representation Consistency
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1712
Statistically Valid Post-Deployment Monitoring Should Be Standard for AI-Based Digital Health
[
Slides]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1406
Ridge Boosting is Both Robust and Efficient
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2708
Common Task Framework For a Critical Evaluation of Scientific Machine Learning Algorithms
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Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5108
Functional Scaling Laws in Kernel Regression: Loss Dynamics and Learning Rate Schedules
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #900
DSAS: A Universal Plug-and-Play Framework for Attention Optimization in Multi-Document Question Answering
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4318
HouseLayout3D: A Benchmark and Training-free Baseline for 3D Layout Estimation in the Wild
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2100
SutureBot: A Precision Framework & Benchmark For Autonomous End-to-End Suturing
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Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1104
Understanding Fairness and Prediction Error through Subspace Decomposition and Influence Analysis
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5104
Enigmata: Scaling Logical Reasoning in Large Language Models with Synthetic Verifiable Puzzles
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #105
STRAP: Spatio-Temporal Pattern Retrieval for Out-of-Distribution Generalization
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Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3609
What Matters in Data for DPO?
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3304
Flexible Realignment of Language Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5210
Auto-Connect: Connectivity-Preserving RigFormer with Direct Preference Optimization
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3503
When Thinking Fails: The Pitfalls of Reasoning for Instruction-Following in LLMs
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Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1604
Progressive Inference-Time Annealing of Diffusion Models for Sampling from Boltzmann Densities
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #906
A geometric framework for momentum-based optimizers for low-rank training
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3708
CURE: Concept Unlearning via Orthogonal Representation Editing in Diffusion Models
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Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2600
Deep Edge Filter: Return of the Human-Crafted Layer in Deep Learning
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Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1510
Reinforced Active Learning for Large-Scale Virtual Screening with Learnable Policy Model
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Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4807
The Fragile Truth of Saliency: Improving LLM Input Attribution via Attention Bias Optimization
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1012
Minimizing False-Positive Attributions in Explanations of Non-Linear Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3806
REOBench: Benchmarking Robustness of Earth Observation Foundation Models
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Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2509
Counterfactual Identifiability via Dynamic Optimal Transport
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3904
Analyzing Fine-Grained Alignment and Enhancing Vision Understanding in Multimodal Language Models
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3107
Convergence Theorems for Entropy-Regularized and Distributional Reinforcement Learning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3209
On the Emergence of Linear Analogies in Word Embeddings
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Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #316
Memo: Training Memory-Efficient Embodied Agents with Reinforcement Learning
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3110
Improved Regret Bounds for Linear Bandits with Heavy-Tailed Rewards
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4414
Two Causally Related Needles in a Video Haystack
[
Slides]
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Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4106
Shallow Diffuse: Robust and Invisible Watermarking through Low-Dim Subspaces in Diffusion Models
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Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4603
Projection-Manifold Regularized Latent Diffusion for Robust General Image Fusion
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1008
Parameterized Synthetic Text Generation with SimpleStories
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3500
Encoder-Decoder Diffusion Language Models for Efficient Training and Inference
[
Slides]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3819
The Computational Advantage of Depth in Learning High-Dimensional Hierarchical Targets
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OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5011
FPSAttention: Training-Aware FP8 and Sparsity Co-Design for Fast Video Diffusion
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1511
Retro-R1: LLM-based Agentic Retrosynthesis
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Slides]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #511
DISC: Dynamic Decomposition Improves LLM Inference Scaling
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Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #214
Learning to Think: Information-Theoretic Reinforcement Fine-Tuning for LLMs
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2710
ResearchCodeBench: Benchmarking LLMs on Implementing Novel Machine Learning Research Code
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Slides]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2309
WaLRUS: Wavelets for Long range Representation Using State Space Methods
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2803
Keep It on a Leash: Controllable Pseudo-label Generation Towards Realistic Long-Tailed Semi-Supervised Learning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #909
REASONING COMPILER: LLM-Guided Optimizations for Efficient Model Serving
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Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4905
LILO: Learning to Reason at the Frontier of Learnability
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3512
MoBA: Mixture of Block Attention for Long-Context LLMs
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3506
On the Role of Hidden States of Modern Hopfield Network in Transformer
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2108
MoE-Gyro: Self-Supervised Over-Range Reconstruction and Denoising for MEMS Gyroscopes
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4600
Seeing Sound, Hearing Sight: Uncovering Modality Bias and Conflict of AI models in Sound Localization
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Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #816
Stable Coresets via Posterior Sampling: Aligning Induced and Full Loss Landscapes
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Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2113
CALM-PDE: Continuous and Adaptive Convolutions for Latent Space Modeling of Time-dependent PDEs
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Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3703
Unsupervised Learning for Optimal Transport plan prediction between unbalanced graphs
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4917
Intermediate Domain Alignment and Morphology Analogy for Patent-Product Image Retrieval
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Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5003
Learning When to Think: Shaping Adaptive Reasoning in R1-Style Models via Multi-Stage RL
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2800
Optimal and Provable Calibration in High-Dimensional Binary Classification: Angular Calibration and Platt Scaling
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5004
MLLM-For3D: Adapting Multimodal Large Language Model for 3D Reasoning Segmentation
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #507
Faithful Dynamic Imitation Learning from Human Intervention with Dynamic Regret Minimization
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Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3007
Robust Contextual Pricing
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2207
GaussianFusion: Gaussian-Based Multi-Sensor Fusion for End-to-End Autonomous Driving
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3206
Online Learning in the Repeated Mediated Newsvendor Problem
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1605
A Multimodal Benchmark for Framing of Oil & Gas Advertising and Potential Greenwashing Detection
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Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1808
dKV-Cache: The Cache for Diffusion Language Models
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2001
Measuring and Controlling Solution Degeneracy across Task-Trained Recurrent Neural Networks
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Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4014
Advanced Sign Language Video Generation with Compressed and Quantized Multi-Condition Tokenization
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2105
Sparse Diffusion Autoencoder for Test-time Adapting Prediction of Complex Systems
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4003
Uni-LoRA: One Vector is All You Need
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Slides]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2506
On the Value of Cross-Modal Misalignment in Multimodal Representation Learning
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Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5016
Tri-MARF: A Tri-Modal Multi-Agent Responsive Framework for Comprehensive 3D Object Annotation
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5019
UGG-ReID: Uncertainty-Guided Graph Model for Multi-Modal Object Re-Identification
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Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #601
FNOPE: Simulation-based inference on function spaces with Fourier Neural Operators
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4818
ST$^2$360D: Spatial-to-Temporal Consistency for Training-free 360 Monocular Depth Estimation
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4311
MaterialRefGS: Reflective Gaussian Splatting with Multi-view Consistent Material Inference
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3015
Optimal Regret of Bandits under Differential Privacy
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2514
Resolution of Simpson's paradox via the common cause principle
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4906
Value Gradient Guidance for Flow Matching Alignment
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4202
HairFree: Compositional 2D Head Prior for Text-Driven 360° Bald Texture Synthesis
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1114
The Narrow Gate: Localized Image-Text Communication in Native Multimodal Models
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4408
MLLM-ISU: The First-Ever Comprehensive Benchmark for Multimodal Large Language Models based Intrusion Scene Understanding
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Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1309
MARS-VFL: A Unified Benchmark for Vertical Federated Learning with Realistic Evaluation
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OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2410
EnCompass: Enhancing Agent Programming with Search Over Program Execution Paths
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4412
RTV-Bench: Benchmarking MLLM Continuous Perception, Understanding and Reasoning through Real-Time Video
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #904
VideoRFT: Incentivizing Video Reasoning Capability in MLLMs via Reinforced Fine-Tuning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1806
ParamMute: Suppressing Knowledge-Critical FFNs for Faithful Retrieval-Augmented Generation
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3800
Bridging Theory and Practice in Link Representation with Graph Neural Networks
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1007
The Rashomon Set Has It All: Analyzing Trustworthiness of Trees under Multiplicity
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4819
Prompt-Guided Alignment with Information Bottleneck Makes Image Compression Also a Restorer
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #700
Structure-Aware Cooperative Ensemble Evolutionary Optimization on Combinatorial Problems with Multimodal Large Language Models
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3714
Color Conditional Generation with Sliced Wasserstein Guidance
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #112
Web-Scale Collection of Video Data for 4D Animal Reconstruction
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2500
Siegel Neural Networks
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3705
Contextual Tokenization for Graph Inverted Indices
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1901
NOBLE - Neural Operator with Biologically-informed Latent Embeddings to Capture Experimental Variability in Biological Neuron Models
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3903
Hyperbolic Fine-Tuning for Large Language Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2809
Large Language Models for Lossless Image Compression: Next-Pixel Prediction in Language Space is All You Need
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4908
Improving Progressive Generation with Decomposable Flow Matching
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1714
Venus-MAXWELL: Efficient Learning of Protein-Mutation Stability Landscapes using Protein Language Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2008
Bridging Critical Gaps in Convergent Learning: How Representational Alignment Evolves Across Layers, Training, and Distribution Shifts
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2302
DBLoss: Decomposition-based Loss Function for Time Series Forecasting
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2300
Many Minds, One Goal: Time Series Forecasting via Sub-task Specialization and Inter-agent Cooperation
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1110
Comparison requires valid measurement: Rethinking attack success rate comparisons in AI red teaming
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4100
VORTA: Efficient Video Diffusion via Routing Sparse Attention
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2308
OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #208
Finite-Time Bounds for Average-Reward Fitted Q-Iteration
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4304
1000+ FPS 4D Gaussian Splatting for Dynamic Scene Rendering
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2611
Robust Transfer Learning with Unreliable Source Data
[
URL]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #606
Multi-View Oriented GPLVM: Expressiveness and Efficiency
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4611
Directed-Tokens: A Robust Multi-Modality Alignment Approach to Large Language-Vision Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2810
OOD-Barrier: Build a Middle-Barrier for Open-Set Single-Image Test Time Adaptation via Vision Language Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3507
Homogeneous Keys, Heterogeneous Values: Exploiting Local KV Cache Asymmetry for Long-Context LLMs
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2915
Stackelberg Learning with Outcome-based Payment
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2508
DeCaFlow: A deconfounding causal generative model
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2815
Principled Model Routing for Unknown Mixtures of Source Domains
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1902
Spike-RetinexFormer: Rethinking Low-light Image Enhancement with Spiking Neural Networks
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2608
TrajMamba: An Efficient and Semantic-rich Vehicle Trajectory Pre-training Model
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1701
CHASM: Unveiling Covert Advertisements on Chinese Social Media
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2013
What do you know? Bayesian knowledge inference for navigating agents
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4104
Understand Before You Generate: Self-Guided Training for Autoregressive Image Generation
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1509
Pareto-Optimal Energy Alignment for Designing Nature-Like Antibodies
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #611
Model Reconciliation via Cost-Optimal Explanations in Probabilistic Logic Programming
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #815
A Beyond-Worst-Case Analysis of Greedy k-means++
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2909
Improved Regret and Contextual Linear Extension for Pandora's Box and Prophet Inequality
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4907
Yggdrasil: Bridging Dynamic Speculation and Static Runtime for Latency-Optimal Tree-Based LLM Decoding
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1802
SwS: Self-aware Weakness-driven Problem Synthesis in Reinforcement Learning for LLM Reasoning
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #306
BraVE: Offline Reinforcement Learning for Discrete Combinatorial Action Spaces
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2503
Beyond Node-Centric Modeling: Sketching Signed Networks with Simplicial Complexes
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #610
Fast Computation and Optimization for Opinion-Based Quantities of Friedkin-Johnsen Model
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4504
VLM-R³: Region Recognition, Reasoning, and Refinement for Enhanced Multimodal Chain-of-Thought
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2307
Enhancing the Maximum Effective Window for Long-Term Time Series Forecasting
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4413
THUNDER: Tile-level Histopathology image UNDERstanding benchmark
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2305
Meta Guidance: Incorporating Inductive Biases into Deep Time Series Imputers
[
Slides]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2208
Flow Matching-Based Autonomous Driving Planning with Advanced Interactive Behavior Modeling
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2617
Co-Regularization Enhances Knowledge Transfer in High Dimensions
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1209
FedSVD: Adaptive Orthogonalization for Private Federated Learning with LoRA
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #110
Diagnosing and Addressing Pitfalls in KG-RAG Datasets: Toward More Reliable Benchmarking
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4506
DOVTrack: Data-Efficient Open-Vocabulary Tracking
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4602
Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Video Temporal Grounding
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #300
Prior-Guided Diffusion Planning for Offline Reinforcement Learning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5013
Neural-Driven Image Editing
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4400
SAP: Exact Sorting in Splatting via Screen-Aligned Primitives
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5106
An Information-theoretical Framework for Understanding Out-of-distribution Detection with Pretrained Vision-Language Models
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4301
U-CAN: Unsupervised Point Cloud Denoising with Consistency-Aware Noise2Noise Matching
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1709
AneuG-Flow: A Large-Scale Synthetic Dataset of Diverse Intracranial Aneurysm Geometries and Hemodynamics
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5200
VideoChat-R1.5: Visual Test-Time Scaling to Reinforce Multimodal Reasoning by Iterative Perception
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #613
Solver-Informed RL: Grounding Large Language Models for Authentic Optimization Modeling
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1612
Inferring stochastic dynamics with growth from cross-sectional data
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4808
Señorita-2M: A High-Quality Instruction-based Dataset for General Video Editing by Video Specialists
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #510
On Evaluating Policies for Robust POMDPs
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5109
Optimal Regret Bounds via Low-Rank Structured Variation in Non-Stationary Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2314
InstructFlow: Adaptive Symbolic Constraint-Guided Code Generation for Long-Horizon Planning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1706
MoPFormer: Motion-Primitive Transformer for Wearable-Sensor Activity Recognition
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5316
Disentangling Superpositions: Interpretable Brain Encoding Model with Sparse Concept Atoms
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #810
First Attentions Last: Better Exploiting First Attentions for Efficient Parallel Training
[
Slides]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1305
SECA: Semantically Equivalent and Coherent Attacks for Eliciting LLM Hallucinations
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3409
Ravan: Multi-Head Low-Rank Adaptation for Federated Fine-Tuning
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2802
Weak-to-Strong Generalization under Distribution Shifts
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5315
Scaling Embedding Layers in Language Models
[
Slides]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2906
Information-theoretic Generalization Analysis for VQ-VAEs: A Role of Latent Variables
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3712
Any Large Language Model Can Be a Reliable Judge: Debiasing with a Reasoning-based Bias Detector
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5015
Explore In-Context Message Passing Operator for Graph Neural Networks in A Mean Field Game
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #406
Online Mixture of Experts: No-Regret Learning for Optimal Collective Decision-Making
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1113
Topology of Reasoning: Understanding Large Reasoning Models through Reasoning Graph Properties
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1805
Consistently Simulating Human Personas with Multi-Turn Reinforcement Learning
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5314
SHAP Meets Tensor Networks: Provably Tractable Explanations with Parallelism
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #403
Adv-SSL: Adversarial Self-Supervised Representation Learning with Theoretical Guarantees
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2414
High-Performance Arithmetic Circuit Optimization via Differentiable Architecture Search
[
Poster]
[
OpenReview]
{location} Oral Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4902
More effort is needed to protect pedestrian privacy in the era of AI
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1310
Differentially Private High-dimensional Variable Selection via Integer Programming
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3918
The Computational Complexity of Counting Linear Regions in ReLU Neural Networks
[
Poster]
[
OpenReview]
{location} Oral Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5017
Stop DDoS Attacking the Research Community with AI-Generated Survey Papers
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3505
Efficient Large Language Model Inference with Neural Block Linearization
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2700
LLM Meeting Decision Trees on Tabular Data
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2315
3D Equivariant Visuomotor Policy Learning via Spherical Projection
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #415
Reinforcement Learning for Reasoning in Large Language Models with One Training Example
[
Slides]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3412
Bridging Expressivity and Scalability with Adaptive Unitary SSMs
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3808
Learning Robust Vision-Language Models from Natural Latent Spaces
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4617
QSVD: Efficient Low-rank Approximation for Unified Query-Key-Value Weight Compression in Low-Precision Vision-Language Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #811
Subspace Networks: Scaling Decentralized Training with Communication-Efficient Model Parallelism
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4415
RSCC: A Large-Scale Remote Sensing Change Caption Dataset for Disaster Events
[
Poster]
[
OpenReview]
{location} Oral Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3801
GnnXemplar: Exemplars to Explanations - Natural Language Rules for Global GNN Interpretability
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1403
RULE: Reinforcement UnLEarning Achieves Forget-retain Pareto Optimality
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4909
Reinforcement Learning with Backtracking Feedback
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #714
Enforcing Hard Linear Constraints in Deep Learning Models with Decision Rules
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2401
Adaptive Time Encoding for Irregular Multivariate Time-Series Classification
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #215
Trajectory Bellman Residual Minimization: A Simple Value-Based Method for LLM Reasoning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1804
Enhancing LLM Planning for Robotics Manipulation through Hierarchical Procedural Knowledge Graphs
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2703
Post Hoc Regression Refinement via Pairwise Rankings
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1500
MACS: Multi-Agent Reinforcement Learning for Optimization of Crystal Structures
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4717
ViSpec: Accelerating Vision-Language Models with Vision-Aware Speculative Decoding
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3205
Generalized Linear Bandits: Almost Optimal Regret with One-Pass Update
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #400
Think or Not? Selective Reasoning via Reinforcement Learning for Vision-Language Models
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #605
Recurrent Memory for Online Interdomain Gaussian Processes
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4201
Degradation-Aware Dynamic Schrödinger Bridge for Unpaired Image Restoration
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1707
AOR: Anatomical Ontology-Guided Reasoning for Medical Large Multimodal Model in Chest X-Ray Interpretation
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3616
Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge Graphs
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1613
scPilot: Large Language Model Reasoning Toward Automated Single-Cell Analysis and Discovery
[
OpenReview]
{location} Oral Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #104
A Snapshot of Influence: A Local Data Attribution Framework for Online Reinforcement Learning
[
Slides]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1814
Reasoning Planning for Language Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3303
Revisiting Residual Connections: Orthogonal Updates for Stable and Efficient Deep Networks
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3317
Optimal community detection in dense bipartite graphs
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1703
Fast MRI for All: Bridging Access Gaps by Training without Raw Data
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4101
GoT: Unleashing Reasoning Capability of MLLM for Visual Generation and Editing
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3910
Approximation theory for 1-Lipschitz ResNets
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #901
Compress to Impress: Efficient LLM Adaptation Using a Single Gradient Step on 100 Samples
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4713
Cyclic Counterfactuals under Shift–Scale Interventions
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2805
A Bayesian Approach to Contextual Dynamic Pricing using the Proportional Hazards Model with Discrete Price Data
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #813
Scaling Epidemic Inference on Contact Networks: Theory and Algorithms
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3012
Learning single index models via harmonic decomposition
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4614
REN: Fast and Efficient Region Encodings from Patch-Based Image Encoders
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #205
Refining Norms: A Post-hoc Framework for OOD Detection in Graph Neural Networks
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4207
Frame In-N-Out: Unbounded Controllable Image-to-Video Generation
[
Slides]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #407
Regret Lower Bounds for Decentralized Multi-Agent Stochastic Shortest Path Problems
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4205
Wan-Move: Motion-controllable Video Generation via Latent Trajectory Guidance
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2706
Decentralized Dynamic Cooperation of Personalized Models for Federated Continual Learning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4004
Value-Guided KV Compression for LLMs via Approximated CUR Decomposition
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #905
Irrational Complex Rotations Empower Low-bit Optimizers
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2312
TP-MDDN: Task-Preferenced Multi-Demand-Driven Navigation with Autonomous Decision-Making
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3706
Towards Unsupervised Training of Matching-based Graph Edit Distance Solver via Preference-aware GAN
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3102
Planning and Learning in Average Risk-aware MDPs
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3201
Regret Analysis of Average-Reward Unichain MDPs via an Actor-Critic Approach
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2316
Learning Spatial-Aware Manipulation Ordering
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2814
Transfer Learning on Edge Connecting Probability Estimation Under Graphon Model
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #206
Pretraining a Shared Q-Network for Data-Efficient Offline Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3911
A Theoretical Framework for Grokking: Interpolation followed by Riemannian Norm Minimisation
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5201
MOF-BFN: Metal-Organic Frameworks Structure Prediction via Bayesian Flow Networks
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4615
Too Late to Recall: Explaining the Two-Hop Problem in Multimodal Knowledge Retrieval
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3013
A Tale of Two Symmetries: Exploring the Loss Landscape of Equivariant Models
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #903
Stepsize anything: A unified learning rate schedule for budgeted-iteration training
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #713
Revisiting Frank-Wolfe for Structured Nonconvex Optimization
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3405
Projective Equivariant Networks via Second-order Fundamental Differential Invariants
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #913
Adaptive Kernel Design for Bayesian Optimization Is a Piece of CAKE with LLMs
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #302
RLZero: Direct Policy Inference from Language Without In-Domain Supervision
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4802
A Generalized Label Shift Perspective for Cross-Domain Gaze Estimation
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3610
rStar-Coder: Scaling Competitive Code Reasoning with a Large-Scale Verified Dataset
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3618
Optimize Any Topology: A Foundation Model for Shape- and Resolution-Free Structural Topology Optimization
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3615
Pre-trained Large Language Models Learn to Predict Hidden Markov Models In-context
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4002
Gompertz Linear Units: Leveraging Asymmetry for Enhanced Learning Dynamics
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #600
$\text{G}^2\text{M}$: A Generalized Gaussian Mirror Method to Boost Feature Selection Power
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3407
Enhanced Self-Distillation Framework for Efficient Spiking Neural Network Training
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4008
Learning to Focus: Causal Attention Distillation via Gradient‐Guided Token Pruning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1005
Homogeneous Algorithms Can Reduce Competition in Personalized Pricing
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3005
Learning Theory for Kernel Bilevel Optimization
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4302
Reconstruct, Inpaint, Test-Time Finetune: Dynamic Novel-view Synthesis from Monocular Videos
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #513
KeeA*: Epistemic Exploratory A* Search via Knowledge Calibration
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #201
LTD-Bench: Evaluating Large Language Models by Letting Them Draw
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4710
Is This Tracker On? A Benchmark Protocol for Dynamic Tracking
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3403
STree: Speculative Tree Decoding for Hybrid State Space Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3913
Beyond Benign Overfitting in Nadaraya-Watson Interpolators
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4000
Beyond Token Probes: Hallucination Detection via Activation Tensors with ACT-ViT
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1606
AtmosSci-Bench: Evaluating the Recent Advance of Large Language Model for Atmospheric Science
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #210
Oryx: a Scalable Sequence Model for Many-Agent Coordination in Offline MARL
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #101
Datasets, Documents, and Repetitions: The Practicalities of Unequal Data Quality
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1501
Path Gradients after Flow Matching
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1916
LIMOPro: Reasoning Refinement for Efficient and Effective Test-time Scaling
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4015
InvFusion: Bridging Supervised and Zero-shot Diffusion for Inverse Problems
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2004
Unfolding the Black Box of Recurrent Neural Networks for Path Integration
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4815
Rethinking Nighttime Image Deraining via Learnable Color Space Transformation
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4817
PandaPose: 3D Human Pose Lifting from a Single Image via Propagating 2D Pose Prior to 3D Anchor Space
[
Slides]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #203
Conditional Distribution Compression via the Kernel Conditional Mean Embedding
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1307
CoP: Agentic Red-teaming for Large Language Models using Composition of Principles
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3301
PermLLM: Learnable Channel Permutation for N:M Sparse Large Language Models
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3208
Non-Asymptotic Analysis Of Data Augmentation For Precision Matrix Estimation
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2602
LLM Interpretability with Identifiable Temporal-Instantaneous Representation
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4211
DreamLight: Towards Harmonious and Consistent Image Relighting
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3510
Attention on the Sphere
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2902
Transformers are almost optimal metalearners for linear classification
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #209
Structural Information-based Hierarchical Diffusion for Offline Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3306
QBasicVSR: Temporal Awareness Adaptation Quantization for Video Super-Resolution
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4702
Reading Recognition in the Wild
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2211
Understanding while Exploring: Semantics-driven Active Mapping
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3611
Flow Matching Neural Processes
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4307
Plenodium: Underwater 3D Scene Reconstruction with Plenoptic Medium Representation
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1301
Virus Infection Attack on LLMs: Your Poisoning Can Spread "VIA" Synthetic Data
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2905
Safely Learning Controlled Stochastic Dynamics
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #608
Parallelizing MCMC Across the Sequence Length
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #807
StarTrail: Concentric Ring Sequence Parallelism for Efficient Near-Infinite-Context Transformer Model Training
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1414
NEED: Cross-Subject and Cross-Task Generalization for Video and Image Reconstruction from EEG Signals
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1810
Don’t Let It Fade: Preserving Edits in Diffusion Language Models via Token Timestep Allocation
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1208
The Gaussian Mixing Mechanism: Renyi Differential Privacy via Gaussian Sketches
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #416
Ground-Compose-Reinforce: Grounding Language in Agentic Behaviours using Limited Data
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1306
LOMIA: Label-Only Membership Inference Attacks against Pre-trained Large Vision-Language Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #311
Structured Reinforcement Learning for Combinatorial Decision-Making
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1516
TGA: True-to-Geometry Avatar Dynamic Reconstruction
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4411
Can Large Language Models Help Multimodal Language Analysis? MMLA: A Comprehensive Benchmark
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3606
Adaptive Discretization for Consistency Models
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3704
Over-squashing in Spatiotemporal Graph Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #907
Through the River: Understanding the Benefit of Schedule-Free Methods for Language Model Training
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4709
Visual Anagrams Reveal Hidden Differences in Holistic Shape Processing Across Vision Models
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3600
Iterative Foundation Model Fine-Tuning on Multiple Rewards
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4904
Short-length Adversarial Training Helps LLMs Defend Long-length Jailbreak Attacks: Theoretical and Empirical Evidence
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4012
One Stone with Two Birds: A Null-Text-Null Frequency-Aware Diffusion Models for Text-Guided Image Inpainting
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #908
HBLLM: Wavelet-Enhanced High-Fidelity 1-Bit Quantization for LLMs
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #116
From Flatland to Space: Teaching Vision-Language Models to Perceive and Reason in 3D
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1505
Unified Scaling Laws for Compressed Representations
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2201
ChatVLA-2: Vision-Language-Action Model with Open-World Reasoning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4417
Grounded Reinforcement Learning for Visual Reasoning
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1003
A Principled Approach to Randomized Selection under Uncertainty: Applications to Peer Review and Grant Funding
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3807
H-SPLID: HSIC-based Saliency Preserving Latent Information Decomposition
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1013
Sample-efficient Learning of Concepts with Theoretical Guarantees: from Data to Concepts without Interventions
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3106
Trajectory Graph Learning: Aligning with Long Trajectories in Reinforcement Learning Without Reward Design
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1302
Learning to Steer: Input-dependent Steering for Multimodal LLMs
[
Slides]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4704
LabelAny3D: Label Any Object 3D in the Wild
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2512
Causal Sufficiency and Necessity Improves Chain-of-Thought Reasoning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2616
Treasure Hunt: Real-time Targeting of the Long Tail using Training-Time Markers
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1508
Self-supervised Blending Structural Context of Visual Molecules for Robust Drug Interaction Prediction
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2409
UniTraj: Learning a Universal Trajectory Foundation Model from Billion-Scale Worldwide Traces
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2501
Interpreting Emergent Features in Deep Learning-based Side-channel Analysis
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4707
AdaVideoRAG: Omni-Contextual Adaptive Retrieval-Augmented Efficient Long Video Understanding
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4813
PoseCrafter: Extreme Pose Estimation with Hybrid Video Synthesis
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #107
Enhancing Training Data Attribution with Representational Optimization
[
Slides]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2205
RLGF: Reinforcement Learning with Geometric Feedback for Autonomous Driving Video Generation
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1900
A Theoretical Study on Bridging Internal Probability and Self-Consistency for LLM Reasoning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4204
AR-RAG: Autoregressive Retrieval Augmentation for Image Generation
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4810
Dynamic Semantic-Aware Correlation Modeling for UAV Tracking
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2407
IPSI: Enhancing Structural Inference with Automatically Learned Structural Priors
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4013
ViewCraft3D: High-fidelity and View-Consistent 3D Vector Graphics Synthesis
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3518
Multipole Attention for Efficient Long Context Reasoning
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4515
Vad-R1: Towards Video Anomaly Reasoning via Perception-to-Cognition Chain-of-Thought
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2202
$\textit{HiMaCon:}$ Discovering Hierarchical Manipulation Concepts from Unlabeled Multi-Modal Data
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1009
How do Transformers Learn Implicit Reasoning?
[
OpenReview]
{location} Oral Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #314
OpenHOI: Open-World Hand-Object Interaction Synthesis with Multimodal Large Language Model
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #711
Fast Local Search Algorithms for Clustering with Adaptive Sampling and Bandit Strategies
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3715
Beyond Masked and Unmasked: Discrete Diffusion Models via Partial Masking
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2212
Towards Reliable Code-as-Policies: A Neuro-Symbolic Framework for Embodied Task Planning
[
Slides]
[
Poster]
[
OpenReview]
{location} Oral Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4612
MokA: Multimodal Low-Rank Adaptation for MLLMs
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4210
Speculative Jacobi-Denoising Decoding for Accelerating Autoregressive Text-to-image Generation
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4811
RANK++LETR: Learn to Rank and Optimize Candidates for Line Segment Detection
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1506
Accelerating 3D Molecule Generative Models with Trajectory Diagnosis
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3908
AuroRA: Breaking Low-Rank Bottleneck of LoRA with Nonlinear Mapping
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3517
Towards Interpretable and Efficient Attention: Compressing All by Contracting a Few
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1100
Boosting Adversarial Transferability with Spatial Adversarial Alignment
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2402
TimeEmb: A Lightweight Static-Dynamic Disentanglement Framework for Time Series Forecasting
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3718
Right Question is Already Half the Answer: Fully Unsupervised LLM Reasoning Incentivization
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4200
CAR-Flow: Condition-Aware Reparameterization Aligns Source and Target for Better Flow Matching
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5107
Pause Tokens Strictly Increase the Expressivity of Constant-Depth Transformers
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #703
How to Learn a Star: Binary Classification with Starshaped Polyhedral Sets
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4804
An Effective Levelling Paradigm for Unlabeled Scenarios
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4105
FreeControl: Efficient, Training-Free Structural Control via One-Step Attention Extraction
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4209
Safe-Sora: Safe Text-to-Video Generation via Graphical Watermarking
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2612
Towards Minimizing Feature Drift in Model Merging: Layer-wise Task Vector Fusion for Adaptive Knowledge Integration
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3310
Deep Tree Tensor Networks
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2505
Mitigating Overthinking in Large Reasoning Models via Manifold Steering
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3516
RetrievalAttention: Accelerating Long-Context LLM Inference via Vector Retrieval
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3809
Pruning-Robust Mamba with Asymmetric Multi-Scale Scanning Paths
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5000
Vector Database Watermarking
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1607
Align-DA: Align Score-based Atmospheric Data Assimilation with Multiple Preferences
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2502
Tracing the Representation Geometry of Language Models from Pretraining to Post-training
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1807
SongBloom: Coherent Song Generation via Interleaved Autoregressive Sketching and Diffusion Refinement
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #805
Transforming Gaps into Gains: Bridging Model and Data Heterogeneity in Federated Learning via Knowledge Weak-Aware Zones
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4716
Towards Robust Pseudo-Label Learning in Semantic Segmentation: An Encoding Perspective
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4316
MoGe-2: Accurate Monocular Geometry with Metric Scale and Sharp Details
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5005
OmniConsistency: Learning Style-Agnostic Consistency from Paired Stylization Data
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2808
Environment Inference for Learning Generalizable Dynamical System
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #716
Corporate Needs You to Find the Difference: Revisiting Submodular and Supermodular Ratio Optimization Problems
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4701
State Space Prompting via Gathering and Spreading Spatio-Temporal Information for Video Understanding
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3508
Sparse VideoGen2: Accelerate Video Generation with Sparse Attention via Semantic-Aware Permutation
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2009
Is Limited Participant Diversity Impeding EEG-based Machine Learning?
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3802
Enhanced Expert Merging for Mixture-of-Experts in Graph Foundation Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4609
DGSolver: Diffusion Generalist Solver with Universal Posterior Sampling for Image Restoration
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2606
AdaTS: Learning Adaptive Time Series Representations via Dynamic Soft Contrasts
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #712
Targeted Maximum Likelihood Learning: An Optimization Perspective
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1408
Don’t Forget the Enjoin: FocalLoRA for Instruction Hierarchical Alignment in Large Language Models
[
Slides]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #812
DiEP: Adaptive Mixture-of-Experts Compression through Differentiable Expert Pruning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1905
Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5206
Logic-in-Frames: Dynamic Keyframe Search via Visual Semantic-Logical Verification for Long Video Understanding
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3200
Sparse Optimistic Information Directed Sampling
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1906
PlanU: Large Language Model Reasoning through Planning under Uncertainty
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4613
Automated Model Discovery via Multi-modal & Multi-step Pipeline
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2012
Quantifying Uncertainty in Error Consistency: Towards Reliable Behavioral Comparison of Classifiers
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1704
Uncertainty-Calibrated Prediction of Randomly-Timed Biomarker Trajectories with Conformal Bands
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3902
Neural Hamiltonian Diffusions for Modeling Structured Geometric Dynamics
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4606
$\Delta \mathrm{Energy}$: Optimizing Energy Change During Vision-Language Alignment Improves both OOD Detection and OOD Generalization
[
Slides]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3619
SCAN: Self-Denoising Monte Carlo Annotation for Robust Process Reward Learning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1014
Revisiting LRP: Positional Attribution as the Missing Ingredient for Transformer Explainability
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1201
Versatile differentially private learning for general loss functions
[
Poster]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3104
Constrained Linear Thompson Sampling
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3109
The ODE Method for Stochastic Approximation and Reinforcement Learning with Markovian Noise
[
JMLR]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4801
CSPCL: Category Semantic Prior Contrastive Learning for Deformable DETR-Based Prohibited Item Detectors
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5018
Sample-Conditional Coverage in Split-Conformal Prediction
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4916
Noise-Robustness Through Noise: A Framework combining Asymmetric LoRA with Poisoning MoE
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1109
LLM Generated Persona is a Promise with a Catch
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2005
S$^2$M-Former: Spiking Symmetric Mixing Branchformer for Brain Auditory Attention Detection
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2404
TiRex: Zero-Shot Forecasting Across Long and Short Horizons with Enhanced In-Context Learning
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1812
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2510
Causal Discovery and Inference through Next-Token Prediction
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4513
StreamForest: Efficient Online Video Understanding with Persistent Event Memory
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3815
Analog Foundation Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4419
FastVID: Dynamic Density Pruning for Fast Video Large Language Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1106
AgentAuditor: Human-level Safety and Security Evaluation for LLM Agents
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2016
LithoSim: A Large, Holistic Lithography Simulation Benchmark for AI-Driven Semiconductor Manufacturing
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #800
Unleashing the Power of One-Step Diffusion based Image Super-Resolution via a Large-Scale Diffusion Discriminator
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2114
TensorRL-QAS: Reinforcement learning with tensor networks for improved quantum architecture search
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4711
The Illusion of Progress? A Critical Look at Test-Time Adaptation for Vision-Language Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2215
Universal Visuo-Tactile Video Understanding for Embodied Interaction
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5100
Gradient Descent as Loss Landscape Navigation: a Normative Framework for Deriving Learning Rules
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5102
Adam Reduces a Unique Form of Sharpness: Theoretical Insights Near the Minimizer Manifold
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3410
Improving Bilinear RNN with Closed-loop Control
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #802
Hierachical Balance Packing: Towards Efficient Supervised Fine-tuning for Long-Context LLM
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3603
Lookahead Routing for Large Language Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4404
Point-MaDi: Masked Autoencoding with Diffusion for Point Cloud Pre-training
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4514
Instance-Level Composed Image Retrieval
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #410
MTRec: Learning to Align with User Preferences via Mental Reward Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1413
TEMPO: Temporal Multi-scale Autoregressive Generation of Protein Conformational Ensembles
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #609
Reasoning is Periodicity? Improving Large Language Models Through Effective Periodicity Modeling
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5208
Multi-Modal Interactive Agent Layer for Few-Shot Universal Cross-Domain Retrieval and Beyond
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #207
Price of Parsimony: Complexity of Fourier Sparsity Testing
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1710
Towards Evaluating Proactive Risk Awareness of Multimodal Language Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4913
Bag of Tricks for Inference-time Computation of LLM Reasoning
[
OpenReview]
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