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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2008
OMiSO: Adaptive optimization of state-dependent brain stimulation to shape neural population states
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3104
Pareto Optimal Risk-Agnostic Distributional Bandits with Heavy-Tail Rewards
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4203
Don’t Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2503
Efficient Randomized Experiments Using Foundation Models
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5411
NoPo-Avatar: Generalizable and Animatable Avatars from Sparse Inputs without Human Poses
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2201
Efficient Parametric SVD of Koopman Operator for Stochastic Dynamical Systems
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3902
Visual Instruction Bottleneck Tuning
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #408
Strategyproof Reinforcement Learning from Human Feedback
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3904
Learning with Calibration: Exploring Test-Time Computing of Spatio-Temporal Forecasting
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2212
FreqPolicy: Frequency Autoregressive Visuomotor Policy with Continuous Tokens
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2508
It’s Hard to Be Normal: The Impact of Noise on Structure-agnostic Estimation
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3404
From Pretraining to Pathology: How Noise Leads to Catastrophic Inheritance in Medical Models
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4811
Panoptic Captioning: An Equivalence Bridge for Image and Text
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4705
Improve Temporal Reasoning in Multimodal Large Language Models via Video Contrastive Decoding
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4513
Rooms from Motion: Un-posed Indoor 3D Object Detection as Localization and Mapping
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5300
Learn and Ensemble Bridge Adapters for Multi-domain Task Incremental Learning
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2102
Understanding Generalization in Physics Informed Models through Affine Variety Dimensions
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #401
Rethinking Optimal Verification Granularity for Compute-Efficient Test-Time Scaling
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1711
Joint Velocity-Growth Flow Matching for Single-Cell Dynamics Modeling
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2715
Lorentz Local Canonicalization: How to make any Network Lorentz-Equivariant
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2007
Riemannian Flow Matching for Brain Connectivity Matrices via Pullback Geometry
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #411
Constructing an Optimal Behavior Basis for the Option Keyboard
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2609
Ultrametric Cluster Hierarchies: I Want ‘em All!
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2303
ScatterAD: Temporal-Topological Scattering Mechanism for Time Series Anomaly Detection
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5405
JAFAR: Jack up Any Feature at Any Resolution
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2705
Memory-Integrated Reconfigurable Adapters: A Unified Framework for Settings with Multiple Tasks
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1005
Modeling the Economic Impacts of AI Openness Regulation
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #610
The Adaptive Complexity of Minimizing Relative Fisher Information
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #511
ToolRL: Reward is All Tool Learning Needs
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5108
Object-Centric Representation Learning for Enhanced 3D Semantic Scene Graph Prediction
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2302
Channel Simulation and Distributed Compression with Ensemble Rejection Sampling
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #103
Neural Networks for Learnable and Scalable Influence Estimation of Instruction Fine-Tuning Data
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5005
When Thinking Drifts: Evidential Grounding for Robust Video Reasoning
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4506
Are Pixel-Wise Metrics Reliable for Computerized Tomography Reconstruction?
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3601
DuSA: Fast and Accurate Dual-Stage Sparse Attention Mechanism Accelerating Both Training and Inference
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1813
Learning to Instruct for Visual Instruction Tuning
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4317
ALTER: All-in-One Layer Pruning and Temporal Expert Routing for Efficient Diffusion Generation
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3616
Fractional Diffusion Bridge Models
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1916
Who Reasons in the Large Language Models?
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4817
Object Concepts Emerge from Motion
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2702
Continual Model Merging without Data: Dual Projections for Balancing Stability and Plasticity
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #803
Efficient Federated Learning against Byzantine Attacks and Data Heterogeneity via Aggregating Normalized Gradients
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4514
E-MoFlow: Learning Egomotion and Optical Flow from Event Data via Implicit Regularization
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5501
StruDiCO: Structured Denoising Diffusion with Gradient-free Inference-stage Boosting for Memory and Time Efficient Combinatorial Optimization
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4303
Vision Foundation Models as Effective Visual Tokenizers for Autoregressive Generation
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2301
Self-Perturbed Anomaly-Aware Graph Dynamics for Multivariate Time-Series Anomaly Detection
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5403
Can Multi-Modal LLMs Provide Live Step-by-Step Task Guidance?
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #510
To Distill or Decide? Understanding the Algorithmic Trade-off in Partially Observable RL
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5310
Bi-Level Knowledge Transfer for Multi-Task Multi-Agent Reinforcement Learning
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #308
Reinforcing the Diffusion Chain of Lateral Thought with Diffusion Language Models
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Oral Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5509
Representation Entanglement for Generation: Training Diffusion Transformers Is Much Easier Than You Think
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4015
Can LLMs Reason Over Non-Text Modalities in a Training-Free Manner? A Case Study with In-Context Representation Learning
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1606
Mol-LLaMA: Towards General Understanding of Molecules in Large Molecular Language Model
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3410
StreamBP: Memory-Efficient Exact Backpropagation for Long Sequence Training of LLMs
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2311
AC-DiT: Adaptive Coordination Diffusion Transformer for Mobile Manipulation
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3403
Improving Retrieval-Augmented Generation through Multi-Agent Reinforcement Learning
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3519
$\texttt{BetaConform}$: Efficient MAP Estimation of LLM Ensemble Judgment Performance with Prior Transfer
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3315
Efficient Spectral Control of Partially Observed Linear Dynamical Systems
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #802
Block-Diagonal LoRA for Eliminating Communication Overhead in Tensor Parallel LoRA Serving
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3101
Generalization Bound of Gradient Flow through Training Trajectory and Data-dependent Kernel
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4802
Video Perception Models for 3D Scene Synthesis
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3606
EAGLE-3: Scaling up Inference Acceleration of Large Language Models via Training-Time Test
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1105
GUARDIAN: Safeguarding LLM Multi-Agent Collaborations with Temporal Graph Modeling
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #508
Efficient Prompt Compression with Evaluator Heads for Long-Context Transformer Inference
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4601
VA-GS: Enhancing the Geometric Representation of Gaussian Splatting via View Alignment
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1709
Bidirectional Representations Augmented Autoregressive Biological Sequence Generation
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #708
Non-Convex Tensor Recovery from Tube-Wise Sensing
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1212
Sum Estimation under Personalized Local Differential Privacy
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3715
Learned Prefix Caching for Efficient LLM Inference
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5302
Self-Supervised Direct Preference Optimization for Text-to-Image Diffusion Models
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2616
SparseMVC: Probing Cross-view Sparsity Variations for Multi-view Clustering
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3719
A Token is Worth over 1,000 Tokens: Efficient Knowledge Distillation through Low-Rank Clone
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2305
xLSTM-Mixer: Multivariate Time Series Forecasting by Mixing via Scalar Memories
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4902
Reliable Lifelong Multimodal Editing: Conflict-Aware Retrieval Meets Multi-Level Guidance
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2608
TREND: Unsupervised 3D Representation Learning via Temporal Forecasting for LiDAR Perception
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3110
Split conformal classification with unsupervised calibration
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3406
DenoiseRotator: Enhance Pruning Robustness for LLMs via Importance Concentration
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #611
On scalable and efficient training of diffusion samplers
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4806
First SFT, Second RL, Third UPT: Continual Improving Multi-Modal LLM Reasoning via Unsupervised Post-Training
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3202
ADG: Ambient Diffusion-Guided Dataset Recovery for Corruption-Robust Offline Reinforcement Learning
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5205
Dual-Path Temporal Decoder for End-to-End Multi-Object Tracking
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #912
Reasoning Path Compression: Compressing Generation Trajectories for Efficient LLM Reasoning
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2604
Connecting Jensen–Shannon and Kullback–Leibler Divergences: A New Bound for Representation Learning
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #615
Rethinking Entropy in Test-Time Adaptation: The Missing Piece from Energy Duality
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1701
Towards Doctor-Like Reasoning: Medical RAG Fusing Knowledge with Patient Analogy through Textual Gradients
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1613
Dynamic and Chemical Constraints to Enhance the Molecular Masked Graph Autoencoders
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2410
Personalized Decision Modeling: Utility Optimization or Textualized-Symbolic Reasoning
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5308
Understanding Representation Dynamics of Diffusion Models via Low-Dimensional Modeling
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #212
Model Selection for Off-policy Evaluation: New Algorithms and Experimental Protocol
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2306
TARFVAE: Efficient One-Step Generative Time Series Forecasting via TARFLOW based VAE
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4610
4DGT: Learning a 4D Gaussian Transformer Using Real-World Monocular Videos
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3803
AlignVLM: Bridging Vision and Language Latent Spaces for Multimodal Document Understanding
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3816
HeroFilter: Adaptive Spectral Graph Filter for Varying Heterophilic Relations
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4017
RL Tango: Reinforcing Generator and Verifier Together for Language Reasoning
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2100
Boundary-Value PDEs Meet Higher-Order Differential Topology-aware GNNs
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3300
Reinforcement Learning Finetunes Small Subnetworks in Large Language Models
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5106
Holistic Order Prediction in Natural Scenes
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4508
BevSplat: Resolving Height Ambiguity via Feature-Based Gaussian Primitives for Weakly-Supervised Cross-View Localization
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2704
Enhancing Visual Prompting through Expanded Transformation Space and Overfitting Mitigation
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5003
End-to-End Vision Tokenizer Tuning
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2210
What Do Latent Action Models Actually Learn?
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2905
Thompson Sampling for Multi-Objective Linear Contextual Bandit
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2600
Demystifying Spectral Feature Learning for Instrumental Variable Regression
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5201
CVGL: Causal Learning and Geometric Topology
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5111
Evolving and Regularizing Meta-Environment Learner for Fine-Grained Few-Shot Class-Incremental Learning
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2207
Embodied Cognition Augmented End2End Autonomous Driving
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4609
D$^2$GS: Dense Depth Regularization for LiDAR-free Urban Scene Reconstruction
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4901
Exploiting the Asymmetric Uncertainty Structure of Pre-trained VLMs on the Unit Hypersphere
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #507
S-GRPO: Early Exit via Reinforcement Learning in Reasoning Models
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1404
Long-tailed Recognition with Model Rebalancing
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1708
ShapeEmbed: a self-supervised learning framework for 2D contour quantification
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3503
Tensor Product Attention Is All You Need
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #614
Tree-Sliced Entropy Partial Transport
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2602
Decomposing Interventional Causality into Synergistic, Redundant, and Unique Components
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2114
Local-Global Coupling Spiking Graph Transformer for Brain Disorders Diagnosis from Two Perspectives
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2107
Dendritic Resonate-and-Fire Neuron for Effective and Efficient Long Sequence Modeling
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3505
From Sequence to Structure: Uncovering Substructure Reasoning in Transformers
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5318
Asymptotic Theory of Geometric and Adaptive $k$-Means Clustering
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3900
Pool Me Wisely: On the Effect of Pooling in Transformer-Based Models
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2805
Confidence-Aware With Prototype Alignment for Partial Multi-label Learning
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3307
Robust Estimation Under Heterogeneous Corruption Rates
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4108
Monotone and Separable Set Functions: Characterizations and Neural Models
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3304
Learning-Augmented Algorithms for $k$-median via Online Learning
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3906
Double Descent Meets Out-of-Distribution Detection: Theoretical Insights and Empirical Analysis on the Role of Model Complexity
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Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5418
AdaReasoner: Adaptive Reasoning Enables More Flexible Thinking
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2314
Compliant Residual DAgger: Improving Real-World Contact-Rich Manipulation with Human Corrections
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3318
SOMBRL: Scalable and Optimistic Model-Based RL
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #209
Risk-Averse Total-Reward Reinforcement Learning
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4602
MS-GS: Multi-Appearance Sparse-View 3D Gaussian Splatting in the Wild
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2904
Efficient PAC Learning for Realizable-Statistic Models via Convex Surrogates
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4007
Large Stepsizes Accelerate Gradient Descent for Regularized Logistic Regression
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4401
Whole-Body Conditioned Egocentric Video Prediction
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #601
Max Entropy Moment Kalman Filter for Polynomial Systems with Arbitrary Noise
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #906
The Rich and the Simple: On the Implicit Bias of Adam and SGD
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1300
Generative Model Inversion Through the Lens of the Manifold Hypothesis
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3207
Zero-Shot Trajectory Planning for Signal Temporal Logic Tasks
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3819
Towards Multiscale Graph-based Protein Learning with Geometric Secondary Structural Motifs
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3309
Nearly-Linear Time and Massively Parallel Algorithms for $k$-anonymity
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #700
Inexact Column Generation for Bayesian Network Structure Learning via Difference-of-Submodular Optimization
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3516
Effective Neural Approximations for Geometric Optimization Problems
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1307
LoSplit: Loss-Guided Dynamic Split for Training-Time Defense Against Graph Backdoor Attacks
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4904
Glance2Gaze: Efficient Vision-Language Models from Glance Fusion to Gaze Compression
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2514
Conformal Prediction for Causal Effects of Continuous Treatments
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1713
KINDLE: Knowledge-Guided Distillation for Prior-Free Gene Regulatory Network Inference
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Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4014
QFFT, Question-Free Fine-Tuning for Adaptive Reasoning
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #809
Layer-wise Update Aggregation with Recycling for Communication-Efficient Federated Learning
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4306
Blockwise Flow Matching: Improving Flow Matching Models For Efficient High-Quality Generation
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3103
Efficiently Maintaining the Multilingual Capacity of MCLIP in Downstream Cross-Modal Retrieval Tasks
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3910
Adjusting Initial Noise to Mitigate Memorization in Text-to-Image Diffusion Models
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3817
SONAR: Long-Range Graph Propagation Through Information Waves
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4311
SCoT: Unifying Consistency Models and Rectified Flows via Straight-Consistent Trajectories
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2615
Contrastive Representations for Temporal Reasoning
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3301
Tight Bounds for Maximum Weight Matroid Independent Set and Matching in the Zero Communication Model
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3813
Restricted Global-Aware Graph Filters Bridging GNNs and Transformer for Node Classification
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Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4908
ESCA: Contextualizing Embodied Agents via Scene-Graph Generation
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3312
Pragmatic Heterogeneous Collaborative Perception via Generative Communication Mechanism
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4903
SRPO: Enhancing Multimodal LLM Reasoning via Reflection-Aware Reinforcement Learning
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3913
DyG-Mamba: Continuous State Space Modeling on Dynamic Graphs
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Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3812
OPTFM: A Scalable Multi-View Graph Transformer for Hierarchical Pre-Training in Combinatorial Optimization
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2200
PALQO: Physics-informed model for Accelerating Large-scale Quantum Optimization
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #907
SAD Neural Networks: Divergent Gradient Flows and Asymptotic Optimality via o-minimal Structures
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5518
Thoughts Are All Over the Place: On the Underthinking of Long Reasoning Models
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #808
Synergistic Tensor and Pipeline Parallelism
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1907
Atom of Thoughts for Markov LLM Test-Time Scaling
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1911
Preference Distillation via Value based Reinforcement Learning
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2502
Practical do-Shapley Explanations with Estimand-Agnostic Causal Inference
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3411
Model Merging in Pre-training of Large Language Models
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3703
Why Knowledge Distillation Works in Generative Models: A Minimal Working Explanation
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4407
PhysDiff-VTON: Cross-Domain Physics Modeling and Trajectory Optimization for Virtual Try-On
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3010
Self-Verification Provably Prevents Model Collapse in Recursive Synthetic Training
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4805
HermesFlow: Seamlessly Closing the Gap in Multimodal Understanding and Generation
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1809
Benford’s Curse: Tracing Digit Bias to Numerical Hallucination in LLMs
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Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3401
UMoE: Unifying Attention and FFN with Shared Experts
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2414
Seeing What Matters: Generalizable AI-generated Video Detection with Forensic-Oriented Augmentation
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1714
Zero-shot protein stability prediction by inverse folding models: a free energy interpretation
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5506
Federated Multi-armed Bandits with Efficient Bit-Level Communications
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Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #714
Accelerating Optimization via Differentiable Stopping Time
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3912
SSTAG: Structure-Aware Self-Supervised Learning Method for Text-Attributed Graphs
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2606
VESSA: Video-based objEct-centric Self-Supervised Adaptation for Visual Foundation Models
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4100
In-Context Learning of Stochastic Differential Equations with Foundation Inference Models
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3609
Transition Matching: Scalable and Flexible Generative Modeling
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3305
Unbalanced Optimal Total Variation Transport: A Theoretical Approach to Spatial Resource Allocation Problems
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3901
A Little Depth Goes a Long Way: The Expressive Power of Log-Depth Transformers
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2812
Scalable and adaptive prediction bands with kernel sum-of-squares
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #916
Coresets for Clustering Under Stochastic Noise
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1108
Semantic Surgery: Zero-Shot Concept Erasure in Diffusion Models
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Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1517
Transferable Black-Box One-Shot Forging of Watermarks via Image Preference Models
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1411
Fair Representation Learning with Controllable High Confidence Guarantees via Adversarial Inference
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1008
Concept Incongruence: An Exploration of Time and Death in Role Playing
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3313
Taming Adversarial Constraints in CMDPs
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5007
NoisyGRPO: Incentivizing Multimodal CoT Reasoning via Noise Injection and Bayesian Estimation
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4008
Escaping Collapse: The Strength of Weak Data for Large Language Model Training
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #816
Statistical Inference under Performativity
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1514
Does Representation Guarantee Welfare?
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #815
Conformal Risk Training: End-to-End Optimization of Conformal Risk Control
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3501
Activated LoRA: Fine-tuned LLMs for Intrinsics
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #712
Differentiable extensions with rounding guarantees for combinatorial optimization over permutations
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3712
Two-Steps Diffusion Policy for Robotic Manipulation via Genetic Denoising
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5407
GRAPE: Optimize Data Mixture for Group Robust Multi-target Adaptive Pretraining
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2408
WEDGE: Synthesizing Performance Constraints for Evaluating and Improving Code Efficiency
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #608
Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1501
The Omni-Expert: A Computationally Efficient Approach to Achieve a Mixture of Experts in a Single Expert Model
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4801
Temporal Chain of Thought: Long-Video Understanding by Thinking in Frames
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #305
Act Only When It Pays: Efficient Reinforcement Learning for LLM Reasoning via Selective Rollouts
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #713
Convergence Rates for Gradient Descent on the Edge of Stability for Overparametrised Least Squares
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Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3513
Integration Matters for Learning PDEs with Backward SDEs
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5307
HyPlaneHead: Rethinking Tri-plane-like Representations in Full-Head Image Synthesis
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #902
Compress & Cache: Vision token compression for efficient generation and retrieval
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1812
ZeroSep: Separate Anything in Audio with Zero Training
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3512
G-Net: A Provably Easy Construction of High-Accuracy Random Binary Neural Networks
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #211
Incremental Sequence Classification with Temporal Consistency
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3108
Discrete Diffusion Models: Novel Analysis and New Sampler Guarantees
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3008
Absorb and Converge: Provable Convergence Guarantee for Absorbing Discrete Diffusion Models
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3713
Energy Matching: Unifying Flow Matching and Energy-Based Models for Generative Modeling
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1207
Privacy Reasoning in Ambiguous Contexts
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #606
Approximately Aligned Decoding
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4900
UniGen: Enhanced Training & Test-Time Strategies for Unified Multimodal Understanding and Generation
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #509
Preference Learning with Lie Detectors can Induce Honesty or Evasion
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2115
Cross-Modal Representational Knowledge Distillation for Enhanced Spike-informed LFP Modeling
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2313
Contact Map Transfer with Conditional Diffusion Model for Generalizable Dexterous Grasp Generation
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3909
Asymmetric Duos: Sidekicks Improve Uncertainty
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3811
Cross-Domain Graph Data Scaling: A Showcase with Diffusion Models
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4016
Permissioned LLMs: Enforcing Access Control in Large Language Models
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1802
D-VST: Diffusion Transformer for Pathology-Correct Tone-Controllable Cross-Dye Virtual Staining of Whole Slide Images
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2409
DualMPNN: Harnessing Structural Alignments for High-Recovery Inverse Protein Folding
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5012
DyMU: Dynamic Merging and Virtual Unmerging for Efficient Variable-Length VLMs
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #500
Brain-like Variational Inference
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4803
Unveiling Chain of Step Reasoning for Vision-Language Models with Fine-grained Rewards
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #310
Continual Knowledge Adaptation for Reinforcement Learning
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1601
IGD: Token Decisiveness Modeling via Information Gain in LLMs for Personalized Recommendation
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #205
Words That Unite The World: A Unified Framework for Deciphering Central Bank Communications
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2903
Formal Models of Active Learning from Contrastive Examples
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1303
A Reliable Cryptographic Framework for Empirical Machine Unlearning Evaluation
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3013
Conservative classifiers do consistently well with improving agents: characterizing statistical and online learning
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3009
Greedy Algorithms for Structured Bandits: A Sharp Characterization of Asymptotic Success / Failure
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Oral Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2915
Rethinking Joint Maximum Mean Discrepancy for Visual Domain Adaptation
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3908
Clip-and-Verify: Linear Constraint-Driven Domain Clipping for Accelerating Neural Network Verification
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #316
DAPO: An Open-Source LLM Reinforcement Learning System at Scale
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2109
Extracting task-relevant preserved dynamics from contrastive aligned neural recordings
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4402
DenseDPO: Fine-Grained Temporal Preference Optimization for Video Diffusion Models
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4312
Enhancing Consistency of Flow-Based Image Editing through Kalman Control
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #506
Personalized Federated Conformal Prediction with Localization
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5016
Diffusion-Driven Two-Stage Active Learning for Low-Budget Semantic Segmentation
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1215
Instance-Optimality for Private KL Distribution Estimation
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4604
VASA-3D: Lifelike Audio-Driven Gaussian Head Avatars from a Single Image
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3107
Exploration via Feature Perturbation in Contextual Bandits
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Poster]
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OpenReview]
Oral Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4905
Interactive Cross-modal Learning for Text-3D Scene Retrieval
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Slides]
[
Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5301
DeepDiver: Adaptive Web-Search Intensity Scaling via Reinforcement Learning
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4404
WorldMem: Long-term Consistent World Simulation with Memory
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2113
Estimating cognitive biases with attention-aware inverse planning
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2413
Predicting Empirical AI Research Outcomes with Language Models
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2607
Graph Your Own Prompt
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Slides]
[
Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4913
Meta CLIP 2: A Worldwide Scaling Recipe
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5210
MobileODE: An Extra Lightweight Network
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4800
Rebalancing Contrastive Alignment with Bottlenecked Semantic Increments in Text-Video Retrieval
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1905
SimulMEGA: MoE Routers are Advanced Policy Makers for Simultaneous Speech Translation
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2001
Bridging Scales: Spectral Theory Reveals How Local Connectivity Rules Sculpt Global Neural Dynamics in Spatially Extended Networks
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4005
Physics of Language Models: Part 4.1, Architecture Design and the Magic of Canon Layers
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5202
L2RSI: Cross-view LiDAR-based Place Recognition for Large-scale Urban Scenes via Remote Sensing Imagery
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1011
LeapFactual: Reliable Visual Counterfactual Explanation Using Conditional Flow Matching
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4001
How Classifier Features Transfer to Downstream: An Asymptotic Analysis in a Two-Layer Model
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1204
Panacea: Mitigating Harmful Fine-tuning for Large Language Models via Post-fine-tuning Perturbation
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4104
The Overthinker's DIET: Cutting Token Calories with DIfficulty-AwarE Training
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5519
TokenSqueeze: Performance-Preserving Compression for Reasoning LLMs
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2804
SORTeD Rashomon Sets of Sparse Decision Trees: Anytime Enumeration
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Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4200
Silencer: From Discovery to Mitigation of Self-Bias in LLM-as-Benchmark-Generator
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3814
Understanding and Enhancing Message Passing on Heterophilic Graphs via Compatibility Matrix
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2205
Revisiting End-to-End Learning with Slide-level Supervision in Computational Pathology
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #701
MISA: Memory-Efficient LLMs Optimization with Module-wise Importance Sampling
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4701
Vgent: Graph-based Retrieval-Reasoning-Augmented Generation For Long Video Understanding
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3903
Auditing Meta-Cognitive Hallucinations in Reasoning Large Language Models
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2612
Randomized-MLP Regularization Improves Domain Adaptation and Interpretability in DINOv2
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3810
The Temporal Graph of Bitcoin Transactions
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4914
Co-Reinforcement Learning for Unified Multimodal Understanding and Generation
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5513
AnimateQR: Bridging Aesthetics and Functionality in Dynamic QR Code Generation
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4414
Improved Training Technique for Shortcut Models
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4013
Federated Continual Learning via Orchestrating Multi-Scale Expertise
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1407
Probabilistic Stability Guarantees for Feature Attributions
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Slides]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1306
Sloth: scaling laws for LLM skills to predict multi-benchmark performance across families
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #309
DyMoDreamer: World Modeling with Dynamic Modulation
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #206
On Efficiency-Effectiveness Trade-off of Diffusion-based Recommenders
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #716
DesignX: Human-Competitive Algorithm Designer for Black-Box Optimization
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2907
Online Bilateral Trade With Minimal Feedback: Don’t Waste Seller’s Time
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2307
COOPERA: Continual Open-Ended Human-Robot Assistance
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3310
Optimal Minimum Width for the Universal Approximation of Continuously Differentiable Functions by Deep Narrow MLPs
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5006
EgoDTM: Towards 3D-Aware Egocentric Video-Language Pretraining
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Slides]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1007
Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training
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Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3311
One Filters All: A Generalist Filter For State Estimation
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Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1815
Geo-Sign: Hyperbolic Contrastive Regularisation for Geometrically Aware Sign Language Translation
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Slides]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4809
ChA-MAEViT: Unifying Channel-Aware Masked Autoencoders and Multi-Channel Vision Transformers for Improved Cross-Channel Learning
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Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2712
Plug-and-play Feature Causality Decomposition for Multimodal Representation Learning
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1515
Validating LLM-as-a-Judge Systems under Rating Indeterminacy
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1807
FocalCodec: Low-Bitrate Speech Coding via Focal Modulation Networks
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2204
PINN Balls: Scaling Second-Order Methods for PINNs with Domain Decomposition and Adaptive Sampling
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Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2010
Generating Computational Cognitive models using Large Language Models
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Slides]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4308
MagCache: Fast Video Generation with Magnitude-Aware Cache
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Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2902
On Minimax Estimation of Parameters in Softmax-Contaminated Mixture of Experts
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3204
Finite-Sample Analysis of Policy Evaluation for Robust Average Reward Reinforcement Learning
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2202
STNet: Spectral Transformation Network for Solving Operator Eigenvalue Problem
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Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5104
ADPretrain: Advancing Industrial Anomaly Detection via Anomaly Representation Pretraining
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1001
LittleBit: Ultra Low-Bit Quantization via Latent Factorization
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #101
Taming Hyperparameter Sensitivity in Data Attribution: Practical Selection Without Costly Retraining
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #406
Efficient Policy Optimization in Robust Constrained MDPs with Iteration Complexity Guarantees
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3208
True Impact of Cascade Length in Contextual Cascading Bandits
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1115
Interpretable and Parameter Efficient Graph Neural Additive Models with Random Fourier Features
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #105
Sculpting Features from Noise: Reward-Guided Hierarchical Diffusion for Task-Optimal Feature Transformation
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Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1301
ConfTuner: Training Large Language Models to Express Their Confidence Verbally
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5410
SafePTR: Token-Level Jailbreak Defense in Multimodal LLMs via Prune-then-Restore Mechanism
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Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #604
Infinite Neural Operators: Gaussian processes on functions
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5303
ORIGEN: Zero-Shot 3D Orientation Grounding in Text-to-Image Generation
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1810
SALMONN-omni: A Standalone Speech LLM without Codec Injection for Full-duplex Conversation
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3700
Point Cloud Synthesis Using Inner Product Transforms
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2810
Imbalances in Neurosymbolic Learning: Characterization and Mitigating Strategies
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1906
Hogwild! Inference: Parallel LLM Generation via Concurrent Attention
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4208
Shapley-Coop: Credit Assignment for Emergent Cooperation in Self-Interested LLM Agents
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1502
VeriLoC: Line-of-Code Level Prediction of Hardware Design Quality from Verilog Code
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Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2806
QuanDA: Quantile-Based Discriminant Analysis for High-Dimensional Imbalanced Classification
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Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #512
Enhancing the Outcome Reward-based RL Training of MLLMs with Self-Consistency Sampling
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Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3014
Provable Sample-Efficient Transfer Learning Conditional Diffusion Models via Representation Learning
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1901
Execution Guided Line-by-Line Code Generation
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4004
Token Embeddings Violate the Manifold Hypothesis
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Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1305
LORE: Lagrangian-Optimized Robust Embeddings for Visual Encoders
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1413
Bridging Symmetry and Robustness: On the Role of Equivariance in Enhancing Adversarial Robustness
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #711
Affine-Invariant Global Non-Asymptotic Convergence Analysis of BFGS under Self-Concordance
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3302
Revisiting Glorot Initialization for Long-Range Linear Recurrences
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1101
The Boundaries of Fair AI in Medical Image Prognosis: A Causal Perspective
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #208
Fast Inference for Augmented Large Language Models
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Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2713
In-Context Compositional Learning vis Sparse Coding Transformer
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1707
PRSformer: Disease Prediction from Million-Scale Individual Genotypes
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1314
Private Set Union with Multiple Contributions
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3203
Exploration from a Primal-Dual Lens: Value-Incentivized Actor-Critic Methods for Sample-Efficient Online RL
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Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #302
Eliciting Reasoning in Language Models with Cognitive Tools
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3000
Temperature is All You Need for Generalization in Langevin Dynamics and other Markov Processes
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Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1609
CellCLIP - Learning Perturbation Effects in Cell Painting via Text-Guided Contrastive Learning
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2208
AutoVLA: A Vision-Language-Action Model for End-to-End Autonomous Driving with Adaptive Reasoning and Reinforcement Fine-Tuning
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #413
Imitation Learning with Temporal Logic Constraints
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2112
Caption This, Reason That: VLMs Caught in the Middle
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2400
VideoCAD: A Dataset and Model for Learning Long‑Horizon 3D CAD UI Interactions from Video
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1213
A Private Approximation of the 2nd-Moment Matrix of Any Subsamplable Input
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3709
Constrained Entropic Unlearning: A Primal-Dual Framework for Large Language Models
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #414
Learning from Demonstrations via Capability-Aware Goal Sampling
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2610
Structure-Aware Fusion with Progressive Injection for Multimodal Molecular Representation Learning
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5206
Bio-Inspired Image Restoration
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5009
On the rankability of visual embeddings
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2507
Do-PFN: In-Context Learning for Causal Effect Estimation
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #410
What Makes a Reward Model a Good Teacher? An Optimization Perspective
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2213
DreamVLA: A Vision-Language-Action Model Dreamed with Comprehensive World Knowledge
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4906
Systematic Reward Gap Optimization for Mitigating VLM Hallucinations
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2101
FP64 is All You Need: Rethinking Failure Modes in Physics-Informed Neural Networks
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4501
HoliGS: Holistic Gaussian Splatting for Embodied View Synthesis
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5004
SQS: Enhancing Sparse Perception Models via Query-based Splatting in Autonomous Driving
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4704
Enhancing Text-to-Image Diffusion Transformer via Split-Text Conditioning
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #114
UtilGen: Utility-Centric Generative Data Augmentation with Dual-Level Task Adaptation
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2110
Unveiling the Spatial-temporal Effective Receptive Fields of Spiking Neural Networks
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5414
Enhancing LLM Watermark Resilience Against Both Scrubbing and Spoofing Attacks
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4815
FlowCut: Rethinking Redundancy via Information Flow for Efficient Vision-Language Models
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1508
Reason-RFT: Reinforcement Fine-Tuning for Visual Reasoning of Vision Language Models
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4419
Latent Harmony: Synergistic Unified UHD Image Restoration via Latent Space Regularization and Controllable Refinement
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #602
ALINE: Joint Amortization for Bayesian Inference and Active Data Acquisition
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1600
AgentNet: Decentralized Evolutionary Coordination for LLM-based Multi-Agent Systems
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1000
Learning Provably Improves the Convergence of Gradient Descent
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Poster]
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Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5209
Injecting Frame-Event Complementary Fusion into Diffusion for Optical Flow in Challenging Scenes
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3210
NaDRO: Leveraging Dual-Reward Strategies for LLMs Training on Noisy Data
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5100
Alligat0R: Pre-Training through Covisibility Segmentation for Relative Camera Pose Regression
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5013
Don't Just Chase “Highlighted Tokens” in MLLMs: Revisiting Visual Holistic Context Retention
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3611
Video Diffusion Models Excel at Tracking Similar-Looking Objects Without Supervision
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3702
TRIM: Scalable 3D Gaussian Diffusion Inference with Temporal and Spatial Trimming
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2908
Evolutionary Prediction Games
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4310
Pro3D-Editor: A Progressive-Views Perspective for Consistent and Precise 3D Editing
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #810
KVCOMM: Online Cross-context KV-cache Communication for Efficient LLM-based Multi-agent Systems
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3705
Omni-Mol: Multitask Molecular Model for Any-to-any Modalities
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4500
Puppeteer: Rig and Animate Your 3D Models
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Poster]
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4415
PolyVivid: Vivid Multi-Subject Video Generation with Cross-Modal Interaction and Enhancement
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5101
Part-Aware Bottom-Up Group Reasoning for Fine-Grained Social Interaction Detection
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Poster]
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4314
GPSToken: Gaussian Parameterized Spatially-adaptive Tokenization for Image Representation and Generation
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Poster]
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Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5507
G-Memory: Tracing Hierarchical Memory for Multi-Agent Systems
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OpenReview]
Oral Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4808
Perception Encoder: The best visual embeddings are not at the output of the network
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OpenReview]
Oral Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3317
Does Stochastic Gradient really succeed for bandits?
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4019
Multi-Agent Collaboration via Evolving Orchestration
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3414
MoleBridge: Synthetic Space Projecting with Discrete Markov Bridges
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2009
Jacobian-Based Interpretation of Nonlinear Neural Encoding Model
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Poster]
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1104
Adjacent Words, Divergent Intents: Jailbreaking Large Language Models via Task Concurrency
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5109
Frequency-Aware Token Reduction for Efficient Vision Transformer
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4517
SceneDesigner: Controllable Multi-Object Image Generation with 9-DoF Pose Manipulation
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5102
Diffusion-Classifier Synergy: Reward-Aligned Learning via Mutual Boosting Loop for FSCIL
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4315
PhysCtrl: Generative Physics for Controllable and Physics-Grounded Video Generation
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2411
RobustMerge: Parameter-Efficient Model Merging for MLLMs with Direction Robustness
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5319
MODEM: A Morton-Order Degradation Estimation Mechanism for Adverse Weather Image Recovery
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Poster]
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #913
Compress Large Language Models via Collaboration Between Learning and Matrix Approximation
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1102
DEGauss: Defending Against Malicious 3D Editing for Gaussian Splatting
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5312
A Driving-Style-Adaptive Framework for Vehicle Trajectory Prediction
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2310
DynaRend: Learning 3D Dynamics via Masked Future Rendering for Robotic Manipulation
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Poster]
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3716
Normalized Attention Guidance: Universal Negative Guidance for Diffusion Models
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3807
Shortcutting Pre-trained Flow Matching Diffusion Models is Almost Free Lunch
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2709
PAID: Pairwise Angular-Invariant Decomposition for Continual Test-Time Adaptation
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2416
SmartCache: Context-aware Semantic Cache for Efficient Multi-turn LLM Inference
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3408
Efficient Representativeness-Aware Coreset Selection
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4917
SaFiRe: Saccade-Fixation Reiteration with Mamba for Referring Image Segmentation
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2916
Continuous Domain Generalization
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Poster]
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Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2813
Improving Evolutionary Multi-View Classification via Eliminating Individual Fitness Bias
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5416
RAPID Hand: Robust, Affordable, Perception-Integrated, Dexterous Manipulation Platform for Embodied Intelligence
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4702
LiveStar: Live Streaming Assistant for Real-World Online Video Understanding
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3801
Inference-Time Scaling for Flow Models via Stochastic Generation and Rollover Budget Forcing
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #104
Bootstrapping Hierarchical Autoregressive Formal Reasoner with Chain-of-Proxy-Autoformalization
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5417
RobotSmith: Generative Robotic Tool Design for Acquisition of Complex Manipulation Skills
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4411
ShoeFit: A New Dataset and Dual-image-stream DiT Framework for Virtual Footwear Try-On
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2315
Learning 3D Persistent Embodied World Models
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5211
OSCAR: One-Step Diffusion Codec Across Multiple Bit-rates
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4413
VideoREPA: Learning Physics for Video Generation through Relational Alignment with Foundation Models
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1406
Backdoor Cleaning without External Guidance in MLLM Fine-tuning
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3102
Can Diffusion Models Disentangle? A Theoretical Perspective
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3518
Computational Budget Should Be Considered in Data Selection
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Slides]
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Poster]
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2215
EfficientVLA: Training-Free Acceleration and Compression for Vision-Language-Action Models
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4307
MindJourney: Test-Time Scaling with World Models for Spatial Reasoning
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2900
Purest Quantum State Identification
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #901
Memory-Efficient Training with In-Place FFT Implementation
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Poster]
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4400
Hierarchical Koopman Diffusion: Fast Generation with Interpretable Diffusion Trajectory
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3413
Distribution-Aligned Decoding for Efficient LLM Task Adaptation
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4812
Fine-Grained Preference Optimization Improves Spatial Reasoning in VLMs
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4807
Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4012
Block-Biased Mamba for Long-Range Sequence Processing
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1908
Exploring Polyglot Harmony: On Multilingual Data Allocation for Large Language Models Pretraining
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4915
To Think or Not To Think: A Study of Thinking in Rule-Based Visual Reinforcement Fine-Tuning
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4504
CLiFT: Compressive Light-Field Tokens for Compute Efficient and Adaptive Neural Rendering
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4606
CLIPGaussian: Universal and Multimodal Style Transfer Based on Gaussian Splatting
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Poster]
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3618
GRIFFIN: Effective Token Alignment for Faster Speculative Decoding
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4319
Reviving DSP for Advanced Theorem Proving in the Era of Reasoning Models
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1210
CryptoMoE: Privacy-Preserving and Scalable Mixture of Experts Inference via Balanced Expert Routing
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4202
msf-CNN: Patch-based Multi-Stage Fusion with Convolutional Neural Networks for TinyML
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4814
OSKAR: Omnimodal Self-supervised Knowledge Abstraction and Representation
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5306
Dynamic View Synthesis as an Inverse Problem
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4405
ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4509
GeoSVR: Taming Sparse Voxels for Geometrically Accurate Surface Reconstruction
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Poster]
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #115
Limited Preference Data? Learning Better Reward Model with Latent Space Synthesis
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #306
Agentic RL Scaling Law: Spontaneous Code Execution for Mathematical Problem Solving
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1302
WMCopier: Forging Invisible Watermarks on Arbitrary Images
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Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4816
JavisGPT: A Unified Multi-modal LLM for Sounding-Video Comprehension and Generation
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Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4107
SATURN: SAT-based Reinforcement Learning to Unleash LLMs Reasoning
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Poster]
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4706
ShotBench: Expert-Level Cinematic Understanding in Vision-Language Models
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4715
WorldModelBench: Judging Video Generation Models As World Models
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4707
FlexSelect: Flexible Token Selection for Efficient Long Video Understanding
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5504
HOComp: Interaction-Aware Human-Object Composition
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #909
Reparameterized LLM Training via Orthogonal Equivalence Transformation
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4302
GeoRemover: Removing Objects and Their Causal Visual Artifacts
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4403
Selftok-Zero: Reinforcement Learning for Visual Generation via Discrete and Autoregressive Visual Tokens
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Poster]
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5010
Multi-scale Temporal Prediction via Incremental Generation and Multi-agent Collaboration
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Poster]
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5002
Walking the Schrödinger Bridge: A Direct Trajectory for Text-to-3D Generation
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2517
Look Before You Leap: A GUI-Critic-R1 Model for Pre-Operative Error Diagnosis in GUI Automation
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5110
Dual Data Alignment Makes AI-Generated Image Detector Easier Generalizable
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Poster]
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1611
FIGRDock: Fast Interaction-Guided Regression for Flexible Docking
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4305
Rectified CFG++ for Flow Based Models
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4600
DGS-LRM: Real-Time Deformable 3D Gaussian Reconstruction From Monocular Videos
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4510
InstaInpaint: Instant 3D-Scene Inpainting with Masked Large Reconstruction Model
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4417
TTS-VAR: A Test-Time Scaling Framework for Visual Auto-Regressive Generation
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3608
Probabilistic Token Alignment for Large Language Model Fusion
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Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2209
Accelerating Visual-Policy Learning through Parallel Differentiable Simulation
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2912
Assignments for Congestion-Averse Agents: Seeking Competitive and Envy-Free Solutions
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4316
PocketSR: The Super-Resolution Expert in Your Pocket Mobiles
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5207
CoDA: Coordinated Diffusion Noise Optimization for Whole-Body Manipulation of Articulated Objects
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Poster]
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5208
Dense Metric Depth Estimation via Event-based Differential Focus Volume Prompting
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2214
VLA-Cache: Efficient Vision-Language-Action Manipulation via Adaptive Token Caching
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Poster]
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1410
Understanding and Improving Adversarial Robustness of Neural Probabilistic Circuits
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #805
Exact and Linear Convergence for Federated Learning under Arbitrary Client Participation is Attainable
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4916
Vision-centric Token Compression in Large Language Model
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3400
Stackelberg Self-Annotation: A Robust Approach to Data-Efficient LLM Alignment
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4919
Native Segmentation Vision Transformers
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3405
MODEL SHAPLEY: Find Your Ideal Parameter Player via One Gradient Backpropagation
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1012
Deferring Concept Bottleneck Models: Learning to Defer Interventions to Inaccurate Experts
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2005
CRRL: Learning Channel-invariant Neural Representations for High-performance Cross-day Decoding
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2304
Single-Step Operator Learning for Conditioned Time-Series Diffusion Models
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2412
R$^2$ec: Towards Large Recommender Models with Reasoning
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Slides]
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Poster]
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OpenReview]
Oral Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5014
SAVVY: Spatial Awareness via Audio-Visual LLMs through Seeing and Hearing
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #811
Mozart: Modularized and Efficient MoE Training on 3.5D Wafer-Scale Chiplet Architectures
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5203
Single-Teacher View Augmentation: Boosting Knowledge Distillation via Angular Diversity
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2211
Active Test-time Vision-Language Navigation
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Poster]
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2014
Self-Calibrating BCIs: Ranking and Recovery of Mental Targets Without Labels
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #315
Turning Sand to Gold: Recycling Data to Bridge On-Policy and Off-Policy Learning via Causal Bound
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4505
EAG3R: Event-Augmented 3D Geometry Estimation for Dynamic and Extreme-Lighting Scenes
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1401
AC-LoRA: (Almost) Training-Free Access Control Aware Multi-Modal LLMs
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3605
PANTHER: Generative Pretraining Beyond Language for Sequential User Behavior Modeling
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4101
Vision Transformers Don't Need Trained Registers
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3517
Jet-Nemotron: Efficient Language Model with Post Neural Architecture Search
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2603
Learning CAD Modeling Sequences via Projection and Part Awareness
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4110
Communication-Efficient Diffusion Denoising Parallelization via Reuse-then-Predict Mechanism
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Slides]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5305
Deployment Efficient Reward-Free Exploration with Linear Function Approximation
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4000
When Do Transformers Outperform Feedforward and Recurrent Networks? A Statistical Perspective
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3815
The Underappreciated Power of Vision Models for Graph Structural Understanding
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1715
Gene Regulatory Network Inference in the Presence of Selection Bias and Latent Confounders
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2710
Searching Latent Program Spaces
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1408
Empowering Decision Trees via Shape Function Branching
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3710
Dense Associative Memory with Epanechnikov Energy
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3917
Geometry-Aware Edge Pooling for Graph Neural Networks
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2809
Reliably detecting model failures in deployment without labels
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1004
LLM Strategic Reasoning: Agentic Study through Behavioral Game Theory
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #407
Training Language Models to Generate Quality Code with Program Analysis Feedback
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1504
SymRTLO: Enhancing RTL Code Optimization with LLMs and Neuron-Inspired Symbolic Reasoning
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4909
Scaling Laws for Robust Comparison of Open Foundation Language-Vision Models and Datasets
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3015
Computable universal online learning
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4210
Revisiting Bi-Linear State Transitions in Recurrent Neural Networks
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2913
The Complexity of Symmetric Equilibria in Min-Max Optimization and Team Zero-Sum Games
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #304
Bootstrap Off-policy with World Model
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4512
Anti-Aliased 2D Gaussian Splatting
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4103
Remarkable Robustness of LLMs: Stages of Inference?
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1203
Individual Fairness In Strategic Classification
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2708
Fantastic Features and Where to Find Them: A Probing Method to combine Features from Multiple Foundation Models
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2711
Few-Shot Knowledge Distillation of LLMs With Counterfactual Explanations
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Slides]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3415
Self-Adapting Language Models
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4804
VisualLens: Personalization through Task-Agnostic Visual History
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2506
Handling Missing Responses under Cluster Dependence with Applications to Language Model Evaluation
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4711
MMMG: A Massive, Multidisciplinary, Multi-Tier Generation Benchmark for Text-to-Image Reasoning
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1614
Learning Repetition-Invariant Representations for Polymer Informatics
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3808
PDPO: Parametric Density Path Optimization
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #501
EUGens: Efficient, Unified and General Dense Layers
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3804
Active Target Discovery under Uninformative Priors: The Power of Permanent and Transient Memory
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1304
Beyond Expectations: Quantile-Guided Alignment for Risk-Calibrated Language Models
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4003
Test Time Scaling for Neural Processes
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2511
Confounding Robust Deep Reinforcement Learning: A Causal Approach
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Slides]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4408
RODS: Robust Optimization Inspired Diffusion Sampling for Detecting and Reducing Hallucination in Generative Models
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5404
TAI3: Testing Agent Integrity in Interpreting User Intent
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #709
On the Complexity of Finding Stationary Points in Nonconvex Simple Bilevel Optimization
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #702
Gradient-Variation Online Adaptivity for Accelerated Optimization with Hölder Smoothness
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3416
Matryoshka Pilot: Learning to Drive Black-Box LLMs with LLMs
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Slides]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2406
WhAM: Towards A Translative Model of Sperm Whale Vocalization
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2417
DoDo-Code: an Efficient Levenshtein Distance Embedding-based Code for 4-ary IDS Channel
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #609
Split Gibbs Discrete Diffusion Posterior Sampling
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3500
On the Sample Complexity Bounds of Bilevel Reinforcement Learning
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3011
Optimality and NP-Hardness of Transformers in Learning Markovian Dynamical Functions
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1509
SemCoT: Accelerating Chain-of-Thought Reasoning through Semantically-Aligned Implicit Tokens
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Poster]
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OpenReview]
Oral Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3717
Understanding and Mitigating Numerical Sources of Nondeterminism in LLM Inference
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2909
Robust Equilibria in Continuous Games: From Strategic to Dynamic Robustness
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5419
TTRL: Test-Time Reinforcement Learning
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Slides]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4018
Geometry of Decision Making in Language Models
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3314
Sharp Gap-Dependent Variance-Aware Regret Bounds for Tabular MDPs
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #707
Probing Neural Combinatorial Optimization Models
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3905
CIDD: Collaborative Intelligence for Structure-Based Drug Design Empowered by LLMs
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5406
SiriuS: Self-improving Multi-agent Systems via Bootstrapped Reasoning
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5311
ESCA: Enabling Seamless Codec Avatar Execution through Algorithm and Hardware Co-Optimization for Virtual Reality
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3510
Decoder-Hybrid-Decoder Architecture for Efficient Reasoning with Long Generation
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3206
Learning Personalized Ad Impact via Contextual Reinforcement Learning under Delayed Rewards
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Slides]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4818
Accelerating Multimodal Large Language Models via Dynamic Visual-Token Exit and the Empirical Findings
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1913
BlockDecoder: Boosting ASR Decoders with Context and Merger Modules
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4006
A Statistical Theory of Contrastive Learning via Approximate Sufficient Statistics
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3417
Neural Fractional Attention Differential Equations
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5309
DualCnst: Enhancing Zero-Shot Out-of-Distribution Detection via Text-Image Consistency in Vision-Language Models
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5502
VAGEN: Reinforcing World Model Reasoning for Multi-Turn VLM Agents
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #307
Robust and Scalable Autonomous Reinforcement Learning in Irreversible Environments
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #806
NestedFP: High-Performance, Memory-Efficient Dual-Precision Floating Point Support for LLMs
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1206
Semantic Representation Attack against Aligned Large Language Models
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1902
TaDiCodec: Text-aware Diffusion Speech Tokenizer for Speech Language Modeling
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4409
Cameras as Relative Positional Encoding
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3316
From Contextual Combinatorial Semi-Bandits to Bandit List Classification: Improved Sample Complexity with Sparse Rewards
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4304
AccuQuant: Simulating Multiple Denoising Steps for Quantizing Diffusion Models
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1214
What Really is a Member? Discrediting Membership Inference via Poisoning
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4105
Reward Reasoning Models
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3308
STAR-Bets: Sequential TArget-Recalculating Bets for Tighter Confidence Intervals
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4503
APML: Adaptive Probabilistic Matching Loss for Robust 3D Point Cloud Reconstruction
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1702
DoseSurv: Predicting Personalized Survival Outcomes under Continuous-Valued Treatments
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3508
Implicit Reward as the Bridge: A Unified View of SFT and DPO Connections
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2500
Data Fusion for Partial Identification of Causal Effects
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3200
Distribution Learning Meets Graph Structure Sampling
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #412
Contextual Thompson Sampling via Generation of Missing Data
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3514
Adaptive Inference-Time Scaling via Cyclic Diffusion Search
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #210
Value-Guided Decision Transformer: A Unified Reinforcement Learning Framework for Online and Offline Settings
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #502
STACI: Spatio-Temporal Aleatoric Conformal Inference
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3012
Towards Understanding Transformers in Learning Random Walks
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2309
BEAST: Efficient Tokenization of B-Splines Encoded Action Sequences for Imitation Learning
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2601
Curious Causality-Seeking Agents in Open-ended Worlds
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4519
RoboScape: Physics-informed Embodied World Model
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5105
DitHub: A Modular Framework for Incremental Open-Vocabulary Object Detection
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4511
MIND: Material Interface Generation from UDFs for Non-Manifold Surface Reconstruction
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3604
StreamFlow: Streaming Audio Generation from Discrete Tokens via Streaming Flow Matching
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5412
Bootstrap Your Uncertainty: Adaptive Robust Classification Driven by Optimal-Transport
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5204
Direct Numerical Layout Generation for 3D Indoor Scene Synthesis via Spatial Reasoning
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4300
Increasing the Utility of Synthetic Images through Chamfer Guidance
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5409
OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3916
Taxonomy of reduction matrices for Graph Coarsening
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #303
Wonder Wins Ways: Curiosity-Driven Exploration through Multi-Agent Contextual Calibration
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1208
Query-Efficient Locally Private Hypothesis Selection via the Scheffe Graph
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3004
From Information to Generative Exponent: Learning Rate Induces Phase Transitions in SGD
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4810
TRoVe: Discovering Error-Inducing Static Feature Biases in Temporal Vision-Language Models
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4703
CroPe: Cross-Modal Semantic Compensation Adaptation for All Adverse Scene Understanding
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #705
PaZO: Preconditioned Accelerated Zeroth-Order Optimization for Fine-Tuning LLMs
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2004
Learning to cluster neuronal function
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2203
AiDE-Q: Synthetic Labeled Datasets Can Enhance Learning Models for Quantum Property Estimation
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #812
The Bias-Variance Tradeoff in Data-Driven Optimization: A Local Misspecification Perspective
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2006
Error Broadcast and Decorrelation as a Potential Artificial and Natural Learning Mechanism
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4518
VFRTok: Variable Frame Rates Video Tokenizer with Duration-Proportional Information Assumption
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2002
Finding separatrices of dynamical flows with Deep Koopman Eigenfunctions
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Slides]
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Poster]
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3704
Sequence Modeling with Spectral Mean Flows
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Slides]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1409
Finding and Reactivating Post-Trained LLMs' Hidden Safety Mechanisms
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4813
Towards Robust Uncertainty Calibration for Composed Image Retrieval
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Slides]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3409
Efficient Data Selection at Scale via Influence Distillation
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OpenReview]
Oral Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3006
High-Dimensional Calibration from Swap Regret
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4309
FerretNet: Efficient Synthetic Image Detection via Local Pixel Dependencies
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3105
Generalization Bounds for Rank-sparse Neural Networks
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3919
Permutation Equivariant Neural Controlled Differential Equations for Dynamic Graph Representation Learning
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Slides]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #100
Group-Level Data Selection for Efficient Pretraining
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #102
Evaluating LLM-contaminated Crowdsourcing Data Without Ground Truth
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4111
HybridNorm: Towards Stable and Efficient Transformer Training via Hybrid Normalization
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2015
Explicitly Modeling Subcortical Vision with a Neuro-Inspired Front-End Improves CNN Robustness
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1205
Size-adaptive Hypothesis Testing for Fairness
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1006
Social World Model-Augmented Mechanism Design Policy Learning
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1003
Do LLMs Really Forget? Evaluating Unlearning with Knowledge Correlation and Confidence Awareness
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #704
Accelerated Distance-adaptive Methods for Hölder Smooth and Convex Optimization
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #800
Rethinking Neural Combinatorial Optimization for Vehicle Routing Problems with Different Constraint Tightness Degrees
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #300
MALinZero: Efficient Low-Dimensional Search for Mastering Complex Multi-Agent Planning
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1507
Fine-grained List-wise Alignment for Generative Medication Recommendation
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #914
MOBO-OSD: Batch Multi-Objective Bayesian Optimization via Orthogonal Search Directions
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5503
VividFace: A Robost and High-Fidelity Video Face Swapping Framework
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3016
Marginal-Nonuniform PAC Learnability
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2011
Brain-Like Processing Pathways Form in Models With Heterogeneous Experts
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3714
Multi-Token Prediction Needs Registers
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1110
Redefining Experts: Interpretable Decomposition of Language Models for Toxicity Mitigation
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3614
P-Law: Predicting Quantitative Scaling Law with Entropy Guidance in Large Recommendation Models
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4209
A Pre-training Framework for Relational Data with Information-theoretic Principles
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2901
The Power of Iterative Filtering for Supervised Learning with (Heavy) Contamination
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2611
HELM: Hyperbolic Large Language Models via Mixture-of-Curvature Experts
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5413
Mixture-of-Recursions: Learning Dynamic Recursive Depths for Adaptive Token-Level Computation
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3407
Reducing the Probability of Undesirable Outputs in Language Models Using Probabilistic Inference
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4516
EPA: Boosting Event-based Video Frame Interpolation with Perceptually Aligned Learning
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1013
Head Pursuit: Probing Attention Specialization in Multimodal Transformers
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3506
Learning Cocoercive Conservative Denoisers via Helmholtz Decomposition for Poisson Imaging Inverse Problems
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1516
Precise Information Control in Long-Form Text Generation
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Slides]
[
Poster]
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OpenReview]
Oral Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #612
Adjoint Schrödinger Bridge Sampler
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1202
Fairness-aware Bayes Optimal Functional Classification
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1414
Evaluating the Inductive Abilities of Large Language Models: Why Chain-of-Thought Reasoning Sometimes Hurts More Than Helps
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #915
Omnipresent Yet Overlooked: Heat Kernels in Combinatorial Bayesian Optimization
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1909
Reverse Engineering Human Preferences with Reinforcement Learning
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #910
SUMO: Subspace-Aware Moment-Orthogonalization for Accelerating Memory-Efficient LLM Training
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3806
Spot the Fake: Large Multimodal Model-Based Synthetic Image Detection with Artifact Explanation
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5011
Recognition through Reasoning: Reinforcing Image Geo-localization with Large Vision-Language Models
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4109
How to Train Your LLM Web Agent: A Statistical Diagnosis
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1904
QiMeng-SALV: Signal-Aware Learning for Verilog Code Generation
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3509
DataRater: Meta-Learned Dataset Curation
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2308
Aux-Think: Exploring Reasoning Strategies for Data-Efficient Vision-Language Navigation
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4206
What Happens During the Loss Plateau? Understanding Abrupt Learning in Transformers
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3504
Linear Attention for Efficient Bidirectional Sequence Modeling
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3511
Point4Bit: Post Training 4-bit Quantization for Point Cloud 3D Detection
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4418
Self-Supervised Selective-Guided Diffusion Model for Old-Photo Face Restoration
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3708
Cross-fluctuation phase transitions reveal sampling dynamics in diffusion models
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3802
SpecEM: Training-Free LLM Ensembling via Iterative Drafting, Verification, and Online Feedback
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Poster]
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OpenReview]
Oral Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5008
Dynam3D: Dynamic Layered 3D Tokens Empower VLM for Vision-and-Language Navigation
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1002
Cost-Efficient LLM Training with Lifetime-Aware Tensor Offloading via GPUDirect Storage
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Slides]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2703
Merging on the Fly Without Retraining: A Sequential Approach to Scalable Continual Model Merging
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3100
Active Seriation: Efficient Ordering Recovery with Statistical Guarantees
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3800
Efficient Part-level 3D Object Generation via Dual Volume Packing
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3809
Scalable In-context Ranking with Generative Models
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Slides]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2312
EfficientNav: Towards On-Device Object-Goal Navigation with Navigation Map Caching and Retrieval
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1617
scGeneScope: A Treatment-Matched Single Cell Imaging and Transcriptomics Dataset and Benchmark for Treatment Response Modeling
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4416
Foresight: Adaptive Layer Reuse for Accelerated and High-Quality Text-to-Video Generation
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4608
Neural Atlas Graphs for Dynamic Scene Decomposition and Editing
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5103
GeoLink: Empowering Remote Sensing Foundation Model with OpenStreetMap Data
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4204
HiFC: High-efficiency Flash-based KV Cache Swapping for Scaling LLM Inference
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #807
Sketched Adaptive Distributed Deep Learning: A Sharp Convergence Analysis
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2108
Let Brain Rhythm Shape Machine Intelligence for Connecting Dots on Graphs
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4412
FSI-Edit: Frequency and Stochasticity Injection for Flexible Diffusion-Based Image Editing
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1009
For Better or for Worse, Transformers Seek Patterns for Memorization
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4201
STaRFormer: Semi-Supervised Task-Informed Representation Learning via Dynamic Attention-Based Regional Masking for Sequential Data
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5001
Towards Comprehensive Scene Understanding: Integrating First and Third-Person Views for LVLMs
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1100
Fair Continuous Resource Allocation with Equality of Impact
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1109
Information Retrieval Induced Safety Degradation in AI Agents
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1910
The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5000
Guiding Cross-Modal Representations with MLLM Priors via Preference Alignment
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3515
Unlocker: Disentangle the Deadlock of Learning between Label-noisy and Long-tailed Data
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #710
Extragradient Method for $(L_0, L_1)$-Lipschitz Root-finding Problems
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4605
Robust Neural Rendering in the Wild with Asymmetric Dual 3D Gaussian Splatting
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Poster]
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OpenReview]
Oral Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3610
Why Diffusion Models Don’t Memorize: The Role of Implicit Dynamical Regularization in Training
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2300
Rotary Masked Autoencoders are Versatile Learners
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #703
Fast Last-Iterate Convergence of SGD in the Smooth Interpolation Regime
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3914
SALoM: Structure Aware Temporal Graph Networks with Long-Short Memory Updater
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Slides]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1605
NeuralPLexer3: Accurate Biomolecular Complex Structure Prediction with Flow Models
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4603
PhysX-3D: Physical-Grounded 3D Asset Generation
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3619
Flow Density Control: Generative Optimization Beyond Entropy-Regularized Fine-Tuning
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2501
Causal Explanation-Guided Learning for Organ Allocation
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3915
Probing Equivariance and Symmetry Breaking in Convolutional Networks
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1311
Boosting Resilience of Large Language Models through Causality-Driven Robust Optimization
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1211
Secure and Confidential Certificates of Online Fairness
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #207
How Benchmark Prediction from Fewer Data Misses the Mark
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1912
VITA-Audio: Fast Interleaved Audio-Text Token Generation for Efficient Large Speech-Language Model
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Poster]
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OpenReview]
Oral Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3701
On the Closed-Form of Flow Matching: Generalization Does Not Arise from Target Stochasticity
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #116
Prismatic Synthesis: Gradient-based Data Diversification Boosts Generalization in LLM Reasoning
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #904
Convergence of the Gradient Flow for Shallow ReLU Networks on Weakly Interacting Data
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3805
MDNS: Masked Diffusion Neural Sampler via Stochastic Optimal Control
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1610
Template-Guided 3D Molecular Pose Generation via Flow Matching and Differentiable Optimization
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1015
Capturing Polysemanticity with PRISM: A Multi-Concept Feature Description Framework
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #400
LOPT: Learning Optimal Pigovian Tax in Sequential Social Dilemmas
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4910
Counterfactual Evolution of Multimodal Datasets via Visual Programming
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4911
VLMs have Tunnel Vision: Evaluating Nonlocal Visual Reasoning in Leading VLMs
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3303
Learning-Augmented Online Bipartite Fractional Matching
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1801
PhysioWave: A Multi-Scale Wavelet-Transformer for Physiological Signal Representation
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4912
Balancing Multimodal Training Through Game-Theoretic Regularization
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1200
More of the Same: Persistent Representational Harms Under Increased Representation
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Slides]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #905
PROFIT: A Specialized Optimizer for Deep Fine Tuning
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2706
Wasserstein Transfer Learning
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #908
KOALA++: Efficient Kalman-Based Optimization with Gradient-Covariance Products
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5516
Fast Training of Large Kernel Models with Delayed Projections
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1014
The Non-Linear Representation Dilemma: Is Causal Abstraction Enough for Mechanistic Interpretability?
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2016
HetSyn: Versatile Timescale Integration in Spiking Neural Networks via Heterogeneous Synapses
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #613
Preconditioned Langevin Dynamics with Score-based Generative Models for Infinite-Dimensional Linear Bayesian Inverse Problems
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2614
Emergence of Linear Truth Encodings in Language Models
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1503
LLM-PySC2: Starcraft II learning environment for Large Language Models
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2111
Spectral Analysis of Representational Similarity with Limited Neurons
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3612
Schrödinger Bridge Matching for Tree-Structured Costs and Entropic Wasserstein Barycentres
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3907
Adversary Aware Optimization for Robust Defense
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Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4918
Mitigating Semantic Collapse in Partially Relevant Video Retrieval
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3007
Unveiling the Power of Multiple Gossip Steps: A Stability-Based Generalization Analysis in Decentralized Training
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2808
Breaking the Gradient Barrier: Unveiling Large Language Models for Strategic Classification
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1814
The Unreasonable Effectiveness of Entropy Minimization in LLM Reasoning
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3306
Reasoning by Superposition: A Theoretical Perspective on Chain of Continuous Thought
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2317
Enhancing Tactile-based Reinforcement Learning for Robotic Control
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4819
MIP against Agent: Malicious Image Patches Hijacking Multimodal OS Agents
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4700
PASS: Path-selective State Space Model for Event-based Recognition
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1505
MaintainCoder: Maintainable Code Generation Under Dynamic Requirements
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Slides]
[
Poster]
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OpenReview]
Oral Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3001
Optimal Mistake Bounds for Transductive Online Learning
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Slides]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #416
Conformal Prediction Beyond the Horizon: Distribution-Free Inference for Policy Evaluation
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3418
EasySpec: Layer-Parallel Speculative Decoding for Efficient Multi-GPU Utilization
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2807
Near-Exponential Savings for Population Mean Estimation with Active Learning
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #600
Variational Pólya Tree
[
Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5107
Alias-Free ViT: Fractional Shift Invariance via Linear Attention
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #804
FedLPA: Local Prior Alignment for Heterogeneous Federated Generalized Category Discovery
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4502
MPMAvatar: Learning 3D Gaussian Avatars with Accurate and Robust Physics-Based Dynamics
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1607
MOOSE-Chem2: Exploring LLM Limits in Fine-Grained Scientific Hypothesis Discovery via Hierarchical Search
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2505
Counterfactual Implicit Feedback Modeling
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4410
Virtual Fitting Room: Generating Arbitrarily Long Videos of Virtual Try-On from a Single Image
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #814
Conformal Mixed-Integer Constraint Learning with Feasibility Guarantees
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5508
Mitigating Reward Over-optimization in Direct Alignment Algorithms with Importance Sampling
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3718
Fast Solvers for Discrete Diffusion Models: Theory and Applications of High-Order Algorithms
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #402
Causality Meets Locality: Provably Generalizable and Scalable Policy Learning for Networked Systems
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5514
OpenVLThinker: Complex Vision-Language Reasoning via Iterative SFT-RL Cycles
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3607
CCS: Controllable and Constrained Sampling with Diffusion Models via Initial Noise Perturbation
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1412
Backdoor Mitigation via Invertible Pruning Masks
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2605
Copresheaf Topological Neural Networks: A Generalized Deep Learning Framework
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #903
Purifying Shampoo: Investigating Shampoo's Heuristics by Decomposing its Preconditioner
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3600
LookWhere? Efficient Visual Recognition by Learning Where to Look and What to See from Self-Supervision
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3209
ActiveVOO: Value of Observation Guided Active Knowledge Acquisition for Open-World Embodied Lifted Regression Planning
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2613
Joint‑Embedding vs Reconstruction: Provable Benefits of Latent Space Prediction for Self‑Supervised Learning
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3615
Constrained Discrete Diffusion
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #213
Scaling Offline RL via Efficient and Expressive Shortcut Models
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2911
Learning-Augmented Facility Location Mechanisms for Envy Ratio
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2802
SpecMAS: A Multi-Agent System for Self-Verifying System Generation via Formal Model Checking
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #513
Accelerating RL for LLM Reasoning with Optimal Advantage Regression
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5511
Robust and Diverse Multi-Agent Learning via Rational Policy Gradient
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2509
Estimating Interventional Distributions with Uncertain Causal Graphs through Meta-Learning
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1914
The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3502
Blending Complementary Memory Systems in Hybrid Quadratic-Linear Transformers
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Slides]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #405
Reasoning as an Adaptive Defense for Safety
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5510
Safe + Safe = Unsafe? Exploring How Safe Images Can Be Exploited to Jailbreak Large Vision-Language Models
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3005
Improved Balanced Classification with Theoretically Grounded Loss Functions
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4102
Balanced Active Inference
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Slides]
[
Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5400
Bits Leaked per Query: Information-Theoretic Bounds for Adversarial Attacks on LLMs
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1811
Probabilistic Reasoning with LLMs for Privacy Risk Estimation
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1710
Understanding protein function with a multimodal retrieval-augmented foundation model
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1800
OCTDiff: Bridged Diffusion Model for Portable OCT Super-Resolution and Enhancement
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Slides]
[
Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4907
Self-Supervised Learning of Motion Concepts by Optimizing Counterfactuals
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2914
On the Existence and Complexity of Core-Stable Data Exchanges
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4106
Exploiting Vocabulary Frequency Imbalance in Language Model Pre-training
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1712
Tabula: A Tabular Self-Supervised Foundation Model for Single-Cell Transcriptomics
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5017
OpenWorldSAM: Extending SAM2 for Universal Image Segmentation with Language Prompts
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2510
Beyond the Average: Distributional Causal Inference under Imperfect Compliance
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2000
Generalizable, real-time neural decoding with hybrid state-space models
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5015
SHF: Symmetrical Hierarchical Forest with Pretrained Vision Transformer Encoder for High-Resolution Medical Segmentation
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #706
New Perspectives on the Polyak Stepsize: Surrogate Functions and Negative Results
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #911
QSCA: Quantization with Self-Compensating Auxiliary for Monocular Depth Estimation
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #607
Reverse Diffusion Sequential Monte Carlo Samplers
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5517
The Emergence of Abstract Thought in Large Language Models Beyond Any Language
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5408
DINGO: Constrained Inference for Diffusion LLMs
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1403
Inference-Time Reward Hacking in Large Language Models
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #504
Reverse-Annealed Sequential Monte Carlo for Efficient Bayesian Optimal Experiment Design
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1500
JADE: Joint Alignment and Deep Embedding for Multi-Slice Spatial Transcriptomics
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2003
SplashNet: Split‑and‑Share Encoders for Accurate and Efficient Typing with Surface Electromyography
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5505
Generalizing Single-Frame Supervision to Event-Level Understanding for Video Anomaly Detection
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3402
Learn2Mix: Training Neural Networks Using Adaptive Data Integration
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2513
Structural Causal Bandits under Markov Equivalence
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4205
Transforming Generic Coder LLMs to Effective Binary Code Embedding Models for Similarity Detection
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3918
Training Robust Graph Neural Networks by Modeling Noise Dependencies
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1608
AANet: Virtual Screening under Structural Uncertainty via Alignment and Aggregation
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4211
DNA-DetectLLM: Unveiling AI-Generated Text via a DNA-Inspired Mutation-Repair Paradigm
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3109
From Kolmogorov to Cauchy: Shallow XNet Surpasses KANs
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1506
Learning Interestingness in Automated Mathematical Theory Formation
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1310
Private Evolution Converges
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #813
What Data Enables Optimal Decisions? An Exact Characterization for Linear Optimization
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3205
Efficient and Near-Optimal Algorithm for Contextual Dueling Bandits with Offline Regression Oracles
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1016
On the creation of narrow AI: hierarchy and nonlocality of neural network skills
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4301
ScaleDiff: Higher-Resolution Image Synthesis via Efficient and Model-Agnostic Diffusion
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #313
Off-policy Reinforcement Learning with Model-based Exploration Augmentation
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4011
The First Few Tokens Are All You Need: An Efficient and Effective Unsupervised Prefix Fine-Tuning Method for Reasoning Models
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3706
Physics-Constrained Flow Matching: Sampling Generative Models with Hard Constraints
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #505
A Latent Multilayer Graphical Model For Complex, Interdependent Systems
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1803
Sequential Attention-based Sampling for Histopathological Analysis
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5512
Graph-Based Attention for Differentiable MaxSAT Solving
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3106
Consistency of the $k_n$-nearest neighbor rule under adaptive sampling
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Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2013
Volume Transmission Implements Context Factorization to Target Online Credit Assignment and Enable Compositional Generalization
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #314
CORE: Collaborative Optimization with Reinforcement Learning and Evolutionary Algorithm for Floorplanning
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #715
Rethinking Gradient Step Denoiser: Towards Truly Pseudo-Contractive Operator
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2815
DUET: Dual-Perspective Pseudo Labeling and Uncertainty-aware Exploration & Exploitation Training for Source-Free Domain Adaptation
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Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5415
TS-MOF: Two-Stage Multi-Objective Fine-tuning for Long-Tailed Recognition
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2701
Test-Time Adaptation by Causal Trimming
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Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1405
Neural Rule Lists: Learning Discretizations, Rules, and Order in One Go
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3711
Direct3D-S2: Gigascale 3D Generation Made Easy with Spatial Sparse Attention
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Slides]
[
Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5402
Web-Shepherd: Advancing PRMs for Reinforcing Web Agents
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #603
An Adaptive Quantum Circuit of Dempster's Rule of Combination for Uncertain Pattern Classification
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2707
Rethinking Out-of-Distribution Detection and Generalization with Collective Behavior Dynamics
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3818
Making Classic GNNs Strong Baselines Across Varying Homophily: A Smoothness–Generalization Perspective
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3911
Path-Enhanced Contrastive Learning for Recommendation
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3707
Diffusion Adaptive Text Embedding for Text-to-Image Diffusion Models
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3617
Generative Modeling of Full-Atom Protein Conformations using Latent Diffusion on Graph Embeddings
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #503
Multivariate Latent Recalibration for Conditional Normalizing Flows
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Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1400
From Dormant to Deleted: Tamper-Resistant Unlearning Through Weight-Space Regularization
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2512
Root Cause Analysis of Outliers with Missing Structural Knowledge
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5304
CADGrasp: Learning Contact and Collision Aware General Dexterous Grasping in Cluttered Scenes
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1209
DictPFL: Efficient and Private Federated Learning on Encrypted Gradients
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1106
Efficient Fairness-Performance Pareto Front Computation
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #409
DAPO : Improving Multi-Step Reasoning Abilities of Large Language Models with Direct Advantage-Based Policy Optimization
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #900
Computation and Memory-Efficient Model Compression with Gradient Reweighting
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Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3412
Semantic-guided Diverse Decoding for Large Language Model
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Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #312
Hybrid Latent Reasoning via Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2910
Combinatorial Ski Rental Problem: Robust and Learning-Augmented Algorithms
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Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1107
Epistemic Uncertainty for Generated Image Detection
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Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2811
Incomplete Multi-view Deep Clustering with Data Imputation and Alignment
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Slides]
[
Poster]
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OpenReview]
Oral Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5313
Artificial Hivemind: The Open-Ended Homogeneity of Language Models (and Beyond)
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2617
Adaptive Cannistraci-Hebb Network Automata Modelling of Complex Networks for Path-based Link Prediction
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #113
SWE-smith: Scaling Data for Software Engineering Agents
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Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4714
TaiwanVQA: Benchmarking and Enhancing Cultural Understanding in Vision-Language Models
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2104
ML4CFD Competition: Results and Retrospective Analysis
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Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1112
NeuroRenderedFake: A Challenging Benchmark to Detect Fake Images Generated by Advanced Neural Rendering Methods
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Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4009
SWE-bench Goes Live!
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Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2316
Real-Time Execution of Action Chunking Flow Policies
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4709
ChartMuseum: Testing Visual Reasoning Capabilities of Large Vision-Language Models
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Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4612
MM-OPERA: Benchmarking Open-ended Association Reasoning for Large Vision-Language Models
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4010
Results of the Big ANN: NeurIPS’23 competition
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3603
Evaluating Generalization Capabilities of LLM-Based Agents in Mixed-Motive Scenarios Using Concordia
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5314
WearVQA: A Visual Question Answering Benchmark for Wearables in Egocentric Authentic Real-world scenarios
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #203
BRACE: A Benchmark for Robust Audio Caption Quality Evaluation
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2403
AstroVisBench: A Code Benchmark for Scientific Computing and Visualization in Astronomy
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1308
Provable Gradient Editing of Deep Neural Networks
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Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #801
Statistical Inference for Decentralized Federated Learning
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URL]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #107
Revisiting Reinforcement Learning for LLM Reasoning from A Cross-Domain Perspective
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #204
IRRISIGHT: A Large-Scale Multimodal Dataset and Scalable Pipeline to Address Irrigation and Water Management in Agriculture
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #216
Uncertainty-Sensitive Privileged Learning
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1510
STEER-ME: Assessing the Microeconomic Reasoning of Large Language Models
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2105
DrivAerStar: An Industrial-Grade CFD Dataset for Vehicle Aerodynamic Optimization
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4716
In the Eye of MLLM: Benchmarking Egocentric Video Intent Understanding with Gaze-Guided Prompting
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2402
RADAR: Benchmarking Language Models on Imperfect Tabular Data
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Poster]
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1604
KnowMol: Advancing Molecular Large Language Models with Multi-Level Chemical Knowledge
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Poster]
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5019
DrVD-Bench: Do Vision-Language Models Reason Like Human Doctors in Medical Image Diagnosis?
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Poster]
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Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5316
SciArena: An Open Evaluation Platform for Non-Verifiable Scientific Literature-Grounded Tasks
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OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1309
Absence Bench: Language Models Can’t See What’s Missing
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Poster]
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Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1806
TimE: A Multi-level Benchmark for Temporal Reasoning of LLMs in Real-World Scenarios
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1703
MedMax: Mixed-Modal Instruction Tuning for Training Biomedical Assistants
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4406
Preventing Shortcuts in Adapter Training via Providing the Shortcuts
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3201
REINFORCEMENT LEARNING FOR INDIVIDUAL OPTIMAL POLICY FROM HETEROGENEOUS DATA
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URL]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2814
Distributionally Robust Learning for Multi-source Unsupervised Domain Adaptation
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5500
Position: Benchmarking is Broken - Don't Let AI be Its Own Judge
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #215
MyoChallenge 2024: A New Benchmark for Physiological Dexterity and Agility in Bionic Humans
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #403
Meta-World+: An Improved, Standardized, RL Benchmark
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #201
ORBIT - Open Recommendation Benchmark for Reproducible Research with Hidden Tests
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1705
MedicalNarratives: Connecting Medical Vision and Language with Localized Narratives
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1512
CPRet: A Dataset, Benchmark, and Model for Retrieval in Competitive Programming
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1511
GTPBD: A Fine-Grained Global Terraced Parcel and Boundary Dataset
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Poster]
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2700
Aeolus: A Multi-structural Flight Delay Dataset
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4614
Collaborating Vision, Depth, and Thermal Signals for Multi-Modal Tracking: Dataset and Algorithm
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2800
Benchmarking Large Language Models with Integer Sequence Generation Tasks
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1602
CPSea: Large-scale cyclic peptide-protein complex dataset for machine learning in cyclic peptide design
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Poster]
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #202
PANORAMA: A Dataset and Benchmarks Capturing Decision Trails and Rationales in Patent Examination
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Poster]
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1704
FEEL: Quantifying Heterogeneity in Physiological Signals for Generalizable Emotion Recognition
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #112
COCONut-PanCap: Joint Panoptic Segmentation and Grounded Captions for Fine-Grained Understanding and Generation
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4617
CineTechBench: A Benchmark for Cinematographic Technique Understanding and Generation
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1804
EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5317
AnomalyCoT: A Multi-Scenario Chain-of-Thought Dataset for Multimodal Large Language Models
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1603
FGBench: A Dataset and Benchmark for Molecular Property Reasoning at Functional Group-Level in Large Language Models
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Poster]
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4719
MMPerspective: Do MLLMs Understand Perspective? A Comprehensive Benchmark for Perspective Perception, Reasoning, and Robustness
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Poster]
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4718
Benchmarking Retrieval-Augmented Multimomal Generation for Document Question Answering
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #404
NS-Gym: A Comprehensive and Open-Source Simulation Framework for Non-Stationary Markov Decision Processes
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3602
EngiBench: A Framework for Data-Driven Engineering Design Research
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4515
Seeing in the Dark: Benchmarking Egocentric 3D Vision with the Oxford Day-and-Night Dataset
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Poster]
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4713
What’s in Common? Multimodal Models Hallucinate When Reasoning Across Scenes
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1616
SentinelKilnDB: A Large-Scale Dataset and Benchmark for OBB Brick Kiln Detection in South Asia Using Satellite Imagery
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5315
Towards Better Dental AI: A Multimodal Benchmark and Instruction Dataset for Panoramic X-ray Analysis
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2404
Quantifying Generalisation in Imitation Learning
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2405
ArchPower: Dataset for Architecture-Level Power Modeling of Modern CPU Design
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #108
Enhancing Multilingual LLM Pretraining with Model-Based Data Selection
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4507
ML4CO-Bench-101: Benchmark Machine Learning for Classic Combinatorial Problems on Graphs
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Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1706
PatientSim: A Persona-Driven Simulator for Realistic Doctor-Patient Interactions
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Poster]
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4613
SURDS: Benchmarking Spatial Understanding and Reasoning in Driving Scenarios with Vision Language Models
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4712
ExAct: A Video-Language Benchmark for Expert Action Analysis
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #605
Feel-Good Thompson Sampling for Contextual Bandits: a Markov Chain Monte Carlo Showdown
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #109
STARC-9: A Large-scale Dataset for Multi-Class Tissue Classification for CRC Histopathology
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Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1513
Open-Insect: Benchmarking Open-Set Recognition of Novel Species in Biodiversity Monitoring
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Poster]
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1111
DeceptionBench: A Comprehensive Benchmark for AI Deception Behaviors in Real-world Scenarios
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Poster]
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1114
CARES: Comprehensive Evaluation of Safety and Adversarial Robustness in Medical LLMs
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1805
WritingBench: A Comprehensive Benchmark for Generative Writing
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1808
Unbiased Sliced Wasserstein Kernels for High-Quality Audio Captioning
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4313
RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3613
Seeds of Structure: Patch PCA Reveals Universal Compositional Cues in Diffusion Models
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4207
Set-LLM: A Permutation-Invariant LLM
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2803
AF-UMC: An Alignment-Free Fusion Framework for Unaligned Multi-View Clustering
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Poster]
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1103
Taught Well Learned Ill: Towards Distillation-conditional Backdoor Attack
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2407
SMARTraj$^2$: A Stable Multi-City Adaptive Method for Multi-View Spatio-Temporal Trajectory Representation Learning
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Poster]
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4710
Paper2Poster: Towards Multimodal Poster Automation from Scientific Papers
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3003
Johnson-Lindenstrauss Lemma Beyond Euclidean Geometry
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1700
An Investigation of Memorization Risk in Healthcare Foundation Models
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #415
SPOT: Scalable Policy Optimization with Trees for Markov Decision Processes
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Poster]
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2504
ProDAG: Projected Variational Inference for Directed Acyclic Graphs
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Poster]
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #301
Multi-Agent Imitation by Learning and Sampling from Factorized Soft Q-Function
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Poster]
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1312
ObCLIP: Oblivious CLoud-Device Hybrid Image Generation with Privacy Preservation
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1915
SkyLadder: Better and Faster Pretraining via Context Window Scheduling
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1201
RiOSWorld: Benchmarking the Risk of Multimodal Computer-Use Agents
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2415
IneqSearch: Hybrid Reasoning for Olympiad Inequality Proofs
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Poster]
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1402
One Token Embedding Is Enough to Deadlock Your Large Reasoning Model
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1612
Symmetry-Preserving Conformer Ensemble Networks for Molecular Representation Learning
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1903
DETree: DEtecting Human-AI Collaborative Texts via Tree-Structured Hierarchical Representation Learning
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #200
Bohdi: Heterogeneous LLM Fusion with Automatic Data Exploration
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2516
FuncGenFoil: Airfoil Generation and Editing Model in Function Space
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4717
LISAt: Language-Instructed Segmentation Assistant for Satellite Imagery
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4318
UVE: Are MLLMs Unified Evaluators for AI-Generated Videos?
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4708
CAPability: A Comprehensive Visual Caption Benchmark for Evaluating Both Correctness and Thoroughness
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Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4619
Benchmarking Egocentric Multimodal Goal Inference for Assistive Wearable Agents
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #111
Improving Deep Learning for Accelerated MRI With Data Filtering
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1113
Comprehensive Assessment and Analysis for NSFW Content Erasure in Text-to-Image Diffusion models
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1900
STEP: A Unified Spiking Transformer Evaluation Platform for Fair and Reproducible Benchmarking
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Poster]
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4618
STSBench: A Spatio-temporal Scenario Benchmark for Multi-modal Large Language Models in Autonomous Driving
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Poster]
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2206
PAC Bench: Do Foundation Models Understand Prerequisites for Executing Manipulation Policies?
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4615
MIRAGE: A Benchmark for Multimodal Information-Seeking and Reasoning in Agricultural Expert-Guided Conversations
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OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1615
TreeFinder: A US-Scale Benchmark Dataset for Individual Tree Mortality Monitoring Using High-Resolution Aerial Imagery
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Poster]
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Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #106
CXReasonBench: A Benchmark for Evaluating Structured Diagnostic Reasoning in Chest X-rays
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2401
Demystifying Network Foundation Models
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2714
ProteinConformers: Benchmark Dataset for Simulating Protein Conformational Landscape Diversity and Plausibility
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2106
Scaling Physical Reasoning with the PHYSICS Dataset
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Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3002
On Traceability in $\ell_p$ Stochastic Convex Optimization
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5401
Janus-Pro-R1: Advancing Collaborative Visual Comprehension and Generation via Reinforcement Learning
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2103
AutoHood3D: A Multi‑Modal Benchmark for Automotive Hood Design and Fluid–Structure Interaction
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4616
MimeQA: Towards Socially-Intelligent Nonverbal Foundation Models
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5018
ForensicHub: A Unified Benchmark & Codebase for All-Domain Fake Image Detection and Localization
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5200
Surprise3D: A Dataset for Spatial Understanding and Reasoning in Complex 3D Scenes
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Poster]
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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #110
ChemPile: A 250 GB Diverse and Curated Dataset for Chemical Foundation Models
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