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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1200
Residual Stream Analysis of Overfitting And Structural Disruptions
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{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1714
TRIDENT: Tri-Modal Molecular Representation Learning with Taxonomic Annotations and Local Correspondence
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{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4603
ForgerySleuth: Empowering Multimodal Large Language Models for Image Manipulation Detection
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1408
Unlearned but Not Forgotten: Data Extraction after Exact Unlearning in LLM
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{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1103
Discretization-free Multicalibration through Loss Minimization over Tree Ensembles
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{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1115
Trajectory Balance with Asynchrony: Decoupling Exploration and Learning for Fast, Scalable LLM Post-Training
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{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3101
Sample complexity of data-driven tuning of model hyperparameters in neural networks with structured parameter-dependent dual function
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2905
On Hierarchies of Fairness Notions in Cake Cutting: From Proportionality to Super Envy-Freeness
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4200
Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4411
PPMStereo: Pick-and-Play Memory Construction for Consistent Dynamic Stereo Matching
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{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1813
Uncertain Knowledge Graph Completion via Semi-Supervised Confidence Distribution Learning
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1202
Towards Generalizable Detector for Generated Image
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1802
Learning to Zoom with Anatomical Relations for Medical Structure Detection
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{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1401
Private Hyperparameter Tuning with Ex-Post Guarantee
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{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5410
Effective Policy Learning for Multi-Agent Online Coordination Beyond Submodular Objectives
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #804
PARALLELPROMPT: Extracting Parallelism from Large Language Model Queries
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4916
Merlin L48 Spectrogram Dataset
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{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4509
Embodied Web Agents: Bridging Physical-Digital Realms for Integrated Agent Intelligence
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1508
TAPAS: Datasets for Learning the Learning with Errors Problem
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{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5101
DQVis Dataset: Natural Language to Biomedical Visualization
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1215
Do You Really Need Public Data? Surrogate Public Data for Differential Privacy on Tabular Data
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2000
REFED: A Subject Real-time Dynamic Labeled EEG-fNIRS Synchronized Recorded Emotion Dataset
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4508
FAVOR-Bench: A Comprehensive Benchmark for Fine-Grained Video Motion Understanding
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{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1507
Scaling Computer-Use Grounding via User Interface Decomposition and Synthesis
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2104
PF∆: A Benchmark Dataset for Power Flow under Load, Generation, and Topology Variations
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{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3901
Distributional Training Data Attribution: What do Influence Functions Sample?
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4202
Through the Lens: Benchmarking Deepfake Detectors Against Moiré-Induced Distortions
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #101
Towards A Generalist Code Embedding Model Based On Massive Data Synthesis
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2112
A Scalable, Causal, and Energy Efficient Framework for Neural Decoding with Spiking Neural Networks
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4504
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5202
UniHG: A Large-scale Universal Heterogeneous Graph Dataset and Benchmark for Representation Learning and Cross-Domain Transferring
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1402
AbstentionBench: Reasoning LLMs Fail on Unanswerable Questions
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{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2103
MLIP Arena: Advancing Fairness and Transparency in Machine Learning Interatomic Potentials via an Open, Accessible Benchmark Platform
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2001
Long-term Intracortical Neural activity and Kinematics (LINK): An intracortical neural dataset for chronic brain-machine interfaces, neuroscience, and machine learning
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4914
CaMiT: A Time-Aware Car Model Dataset for Classification and Generation
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #113
CSI-Bench: A Large-Scale In-the-Wild Dataset for Multi-task WiFi Sensing
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4913
OpenLex3D: A Tiered Benchmark for Open-Vocabulary 3D Scene Representations
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1710
MTBBench: A Multimodal Sequential Clinical Decision-Making Benchmark in Oncology
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1702
DermaCon-IN: A Multiconcept-Annotated Dermatological Image Dataset of Indian Skin Disorders for Clinical AI Research
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4502
VADB: A Large-Scale Video Aesthetic Database with Professional and Multi-Dimensional Annotations
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{location} Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5004
BEDLAM2.0: Synthetic humans and cameras in motion
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4203
Alchemist: Turning Public Text-to-Image Data into Generative Gold
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #103
What is Your Data Worth to GPT? LLM-Scale Data Valuation with Influence Functions
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{location} Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1505
WebGen-Bench: Evaluating LLMs on Generating Interactive and Functional Websites from Scratch
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2311
NoBOOM: Chemical Process Datasets for Industrial Anomaly Detection
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2714
MergeBench: A Benchmark for Merging Domain-Specialized LLMs
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4501
TAPVid-360: Tracking Any Point in 360 from Narrow Field of View Video
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4600
Seeking and Updating with Live Visual Knowledge
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #702
SVRPBench: A Realistic Benchmark for Stochastic Vehicle Routing Problem
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1503
Can Large Multimodal Models Understand Agricultural Scenes? Benchmarking with AgroMind
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4005
Who You Are Matters: Bridging Interests and Social Roles via LLM-Enhanced Logic Recommendation
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5205
Towards Identifiability of Hierarchical Temporal Causal Representation Learning
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4602
Audio-Sync Video Generation with Multi-Stream Temporal Control
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2207
HCRMP: An LLM-Hinted Contextual Reinforcement Learning Framework for Autonomous Driving
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4204
GeoComplete: Geometry-Aware Diffusion for Reference-Driven Image Completion
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3504
Mitigating Forgetting in LLM Fine-Tuning via Low-Perplexity Token Learning
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{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1406
Detecting Generated Images by Fitting Natural Image Distributions
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #209
On the Effect of Negative Gradient in Group Relative Deep Reinforcement Optimization
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3303
pLSTM: parallelizable Linear Source Transition Mark networks
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #913
RCCDA: Adaptive Model Updates in the Presence of Concept Drift under a Constrained Resource Budget
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2101
ENMA: Tokenwise Autoregression for Continuous Neural PDE Operators
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1700
Decoding Causal Structure: End-to-End Mediation Pathways Inference
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1307
Time-uniform and Asymptotic Confidence Sequence of Quantile under Local Differential Privacy
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4403
HyRF: Hybrid Radiance Fields for Memory-efficient and High-quality Novel View Synthesis
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2901
Dimension-free Score Matching and Time Bootstrapping for Diffusion Models
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{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2102
Transformers for Mixed-type Event Sequences
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2004
A Multimodal BiMamba Network with Test-Time Adaptation for Emotion Recognition Based on Physiological Signals
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #413
Provably Efficient Online RLHF with One-Pass Reward Modeling
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4606
GRE Suite: Geo-localization Inference via Fine-Tuned Vision-Language Models and Enhanced Reasoning Chains
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1015
In-Context Learning Strategies Emerge Rationally
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #805
SpecEdge: Scalable Edge-Assisted Serving Framework for Interactive LLMs
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4007
Achilles' Heel of Mamba: Essential difficulties of the Mamba architecture demonstrated by synthetic data
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4507
MMLongBench: Benchmarking Long-Context Vision-Language Models Effectively and Thoroughly
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3611
Diffusion Generative Modeling on Lie Group Representations
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2900
The Generative Leap: Tight Sample Complexity for Efficiently Learning Gaussian Multi-Index Models
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #700
Logic.py: Bridging the Gap between LLMs and Constraint Solvers
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3500
Derivative-Free Guidance in Continuous and Discrete Diffusion Models with Soft Value-based Decoding
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4607
HoliTom: Holistic Token Merging for Fast Video Large Language Models
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1102
FedFACT: A Provable Framework for Controllable Group-Fairness Calibration in Federated Learning
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4608
Enhancing Compositional Reasoning in CLIP via Reconstruction and Alignment of Text Descriptions
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #806
FedWMSAM: Fast and Flat Federated Learning via Weighted Momentum and Sharpness-Aware Minimization
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #807
Towards Robust Parameter-Efficient Fine-Tuning for Federated Learning
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #709
Faster Algorithms for Structured John Ellipsoid Computation
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #210
d1: Scaling Reasoning in Diffusion Large Language Models via Reinforcement Learning
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1312
Flick: Empowering Federated Learning with Commonsense Knowledge
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4610
MDReID: Modality-Decoupled Learning for Any-to-Any Multi-Modal Object Re-Identification
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3600
Discovering Important Experts for Mixture-of-Experts Models Pruning Through a Theoretical Perspective
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4612
MR. Video: MapReduce as an Effective Principle for Long Video Understanding
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4816
GMM-based VAE model with Normalising Flow for effective stochastic segmentation
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4207
VideoTitans: Scalable Video Prediction with Integrated Short- and Long-term Memory
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2508
HEIR: Learning Graph-Based Motion Hierarchies
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #904
TF-MAS: Training-free Mamba2 Architecture Search
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2507
Learning from Disjoint Views: A Contrastive Prototype Matching Network for Fully Incomplete Multi-View Clustering
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1712
GeoAda: Efficiently Finetune Geometric Diffusion Models with Equivariant Adapters
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1500
RAD: Training an End-to-End Driving Policy via Large-Scale 3DGS-based Reinforcement Learning
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3804
Unifying Text Semantics and Graph Structures for Temporal Text-attributed Graphs with Large Language Models
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3004
On the Optimality of the Median-of-Means Estimator under Adversarial Contamination
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3310
Robust Distributed Estimation: Extending Gossip Algorithms to Ranking and Trimmed Means
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1708
PRESCRIBE: Predicting Single-Cell Responses with Bayesian Estimation
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2210
ReinFlow: Fine-tuning Flow Matching Policy with Online Reinforcement Learning
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1311
Sketched Gaussian Mechanism for Private Federated Learning
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1011
Improving Perturbation-based Explanations by Understanding the Role of Uncertainty Calibration
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4407
NFL-BA: Near-Field Light Bundle Adjustment for SLAM in Dynamic Lighting
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5009
DynamicVerse: A Physically-Aware Multimodal Framework for 4D World Modeling
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2211
Convergent Functions, Divergent Forms
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2712
SEAL: Semantic-Aware Hierarchical Learning for Generalized Category Discovery
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3806
SignFlow Bipartite Subgraph Network For Large-Scale Graph Link Sign Prediction
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4614
SceneForge: Enhancing 3D-text alignment with Structured Scene Compositions
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4616
Perception-R1: Pioneering Perception Policy with Reinforcement Learning
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3602
A Data-Driven Prism: Multi-View Source Separation with Diffusion Model Priors
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #416
Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous Concept Space
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5317
Momentum Multi-Marginal Schrödinger Bridge Matching
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2505
NeurIPT: Foundation Model for Neural Interfaces
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4617
StreamBridge: Turning Your Offline Video Large Language Model into a Proactive Streaming Assistant
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OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #600
Transductive Conformal Inference for Full Ranking
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2503
$\boldsymbol{\lambda}$-Orthogonality Regularization for Compatible Representation Learning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #601
Nearly Dimension-Independent Convergence of Mean-Field Black-Box Variational Inference
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3605
Controlling Thinking Speed in Reasoning Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3005
Understanding the Generalization of Stochastic Gradient Adam in Learning Neural Networks
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3906
Non-Singularity of the Gradient Descent Map for Neural Networks with Piecewise Analytic Activations
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1800
PathVQ: Reforming Computational Pathology Foundation Model for Whole Slide Image Analysis via Vector Quantization
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #515
Predictive Preference Learning from Human Interventions
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3805
What Expressivity Theory Misses: Message Passing Complexity for GNNs
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #213
Scaling Off-Policy Reinforcement Learning with Batch and Weight Normalization
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3607
MoESD: Unveil Speculative Decoding's Potential for Accelerating Sparse MoE
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #214
Measure gradients, not activations! Enhancing neuronal activity in deep reinforcement learning
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3800
FACT: Mitigating Inconsistent Hallucinations in LLMs via Fact-Driven Alternating Code-Text Training
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1600
CReFT-CAD: Boosting Orthographic Projection Reasoning for CAD via Reinforcement Fine-Tuning
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2702
A learnability analysis on neuro-symbolic learning
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1309
OASIS: One-Shot Federated Graph Learning via Wasserstein Assisted Knowledge Integration
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3006
A Closer Look at NTK Alignment: Linking Phase Transitions in Deep Image Regression
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2502
FoGE: Fock Space inspired encoding for graph prompting
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3007
Low Precision Streaming PCA
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2701
Optimal Online Change Detection via Random Fourier Features
[
Poster]
[
OpenReview]
{location} Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4210
PlayerOne: Egocentric World Simulator
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1614
Beyond Chemical QA: Evaluating LLM's Chemical Reasoning with Modular Chemical Operations
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3308
Adaptive Data Analysis for Growing Data
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3402
Knowledge Distillation of Uncertainty using Deep Latent Factor Model
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1409
Personalized Safety in LLMs: A Benchmark and A Planning-Based Agent Approach
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2007
Exponential Dynamic Energy Network for High Capacity Sequence Memory
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3403
SPMDM: Enhancing Masked Diffusion Models through Simplifing Sampling Path
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1313
Fostering the Ecosystem of AI for Social Impact Requires Expanding and Strengthening Evaluation Standards
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5312
FairDD: Fair Dataset Distillation
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5011
MoRIC: A Modular Region-based Implicit Codec for Image Compression
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3008
Stochastic Gradients under Nuisances
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5012
4KAgent: Agentic Any Image to 4K Super-Resolution
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1811
System Prompt Optimization with Meta-Learning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #106
Steering Generative Models with Experimental Data for Protein Fitness Optimization
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3009
On Transferring Transferability: Towards a Theory for Size Generalization
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5013
SoPo: Text-to-Motion Generation Using Semi-Online Preference Optimization
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #402
Multi-agent Markov Entanglement
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2009
Brain-Informed Fine-Tuning for Improved Multilingual Understanding in Language Models
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3609
Fast Monte Carlo Tree Diffusion: 100× Speedup via Parallel and Sparse Planning
[
Poster]
[
OpenReview]
{location} Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4319
InfinityStar: Unified Spacetime AutoRegressive Modeling for Visual Generation
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5002
Mars-Bench: A Benchmark for Evaluating Foundation Models for Mars Science Tasks
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1601
ReMindRAG: Low-Cost LLM-Guided Knowledge Graph Traversal for Efficient RAG
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2912
Efficient Last-Iterate Convergence in Solving Extensive-Form Games
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4717
Understanding and Rectifying Safety Perception Distortion in VLMs
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5014
Diffusion Feature Field for Text-based 3D Editing with Gaussian Splatting
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4910
Register and [CLS] tokens induce a decoupling of local and global features in large ViTs
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5310
Asymmetric Dual-Lens Video Deblurring
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1812
S'MoRE: Structural Mixture of Residual Experts for Parameter-Efficient LLM Fine-tuning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4909
BiggerGait: Unlocking Gait Recognition with Layer-wise Representations from Large Vision Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4318
Towards Better & Faster Autoregressive Image Generation: From the Perspective of Entropy
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3010
Parameter-free Algorithms for the Stochastically Extended Adversarial Model
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #216
Open-World Drone Active Tracking with Goal-Centered Rewards
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1012
A Implies B: Circuit Analysis in LLMs for Propositional Logical Reasoning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1814
Erasing Conceptual Knowledge from Language Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4412
GeneMAN: Generalizable Single-Image 3D Human Reconstruction from Multi-Source Human Data
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2911
Markov Persuasion Processes: Learning to Persuade From Scratch
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4716
VR-Drive: Viewpoint-Robust End-to-End Driving with Feed-Forward 3D Gaussian Splatting
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3614
Elucidated Rolling Diffusion Models for Probabilistic Forecasting of Complex Dynamics
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4715
VideoHallu: Evaluating and Mitigating Multi-modal Hallucinations on Synthetic Video Understanding
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3407
Brain network science modelling of sparse neural networks enables Transformers and LLMs to perform as fully connected
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3012
Multimodal Negative Learning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4014
The Curse of Depth in Large Language Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1906
QiMeng-CodeV-R1: Reasoning-Enhanced Verilog Generation
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4713
Hierarchical Information Aggregation for Incomplete Multimodal Alzheimer's Disease Diagnosis
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4316
FlowMo: Variance-Based Flow Guidance for Coherent Motion in Video Generation
[
Slides]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2213
VLA-OS: Structuring and Dissecting Planning Representations and Paradigms in Vision-Language-Action Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2214
UniMotion: A Unified Motion Framework for Simulation, Prediction and Planning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4016
DuoGPT: Training-free Dual Sparsity through Activation-aware Pruning in LLMs
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1203
ImageSentinel: Protecting Visual Datasets from Unauthorized Retrieval-Augmented Image Generation
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2308
TS-RAG: Retrieval-Augmented Generation based Time Series Foundation Models are Stronger Zero-Shot Forecaster
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #315
Retrospective In-Context Learning for Temporal Credit Assignment with Large Language Models
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #314
Deep RL Needs Deep Behavior Analysis: Exploring Implicit Planning by Model-Free Agents in Open-Ended Environments
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5304
Theoretical Investigation of Adafactor for Non-Convex Smooth Optimization
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3903
Understanding the Evolution of the Neural Tangent Kernel at the Edge of Stability
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2206
ChatbotID: Identifying Chatbots with Granger Causality Test
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #813
Approximate Gradient Coding for Distributed Learning with Heterogeneous Stragglers
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2411
Practical Kernel Selection for Kernel-based Conditional Independence Test
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2603
OmniDraft: A cross-vocabulary, online adaptive drafter for on-device speculative decoding
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4711
GRIT: Teaching MLLMs to Think with Images
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1014
Interpreting vision transformers via residual replacement model
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2300
Text-to-Code Generation for Modular Building Layouts in Building Information Modeling
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3014
Curl Descent : Non-Gradient Learning Dynamics with Sign-Diverse Plasticity
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4017
SpikingVTG: A Spiking Detection Transformer for Video Temporal Grounding
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3409
Activation-Informed Merging of Large Language Models
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #503
Certifying Deep Network Risks and Individual Predictions with PAC-Bayes Loss via Localized Priors
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #311
Generating Creative Chess Puzzles
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5303
MiCo: Multi-image Contrast for Reinforcement Visual Reasoning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #903
Sparse MeZO: Less Parameters for Better Performance in Zeroth-Order LLM Fine-Tuning
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5301
Learning to price with resource constraints: from full information to machine-learned prices
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4313
CPO: Condition Preference Optimization for Controllable Image Generation
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1606
SensorLM: Learning the Language of Wearable Sensors
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4709
Scaling RL to Long Videos
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3515
Order-Level Attention Similarity Across Language Models: A Latent Commonality
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #110
Scaling Up Active Testing to Large Language Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4817
OPMapper: Enhancing Open-Vocabulary Semantic Segmentation with Multi-Guidance Information
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5300
Risk-aware Direct Preference Optimization under Nested Risk Measure
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4417
Spike4DGS: Towards High-Speed Dynamic Scene Rendering with 4D Gaussian Splatting via a Spike Camera Array
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1204
Non-Adaptive Adversarial Face Generation
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5400
Improved Representation Steering for Language Models
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2400
PurpCode: Reasoning for Safer Code Generation
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3912
GaRA-SAM: Robustifying Segment Anything Model with Gated-Rank Adaptation
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #404
A Principle of Targeted Intervention for Multi-Agent Reinforcement Learning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3412
Multi-Agent Debate for LLM Judges with Adaptive Stability Detection
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5401
Domain-Specific Pruning of Large Mixture-of-Experts Models with Few-shot Demonstrations
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5402
CREA: A Collaborative Multi-Agent Framework for Creative Image Editing and Generation
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2317
Distilling LLM Prior to Flow Model for Generalizable Agent’s Imagination in Object Goal Navigation
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1916
Language Models can Self-Improve at State-Value Estimation for Better Search
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3617
Diffusion Beats Autoregressive in Data-Constrained Settings
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1205
Strategic Costs of Perceived Bias in Fair Selection
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1915
E-BATS: Efficient Backpropagation-Free Test-Time Adaptation for Speech Foundation Models
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4310
🎧MOSPA: Human Motion Generation Driven by Spatial Audio
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1706
Learning Relative Gene Expression Trends from Pathology Images in Spatial Transcriptomics
[
Slides]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1517
Among Us: A Sandbox for Measuring and Detecting Agentic Deception
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3109
Evolution of Information in Interactive Decision Making: A Case Study for Multi-Armed Bandits
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #910
Semi-infinite Nonconvex Constrained Min-Max Optimization
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #510
Structure Matters: Dynamic Policy Gradient
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3514
Overcoming Long Context Limitations of State Space Models via Context Dependent Sparse Attention
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3615
Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2800
Bandit Guided Submodular Curriculum for Adaptive Subset Selection
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #610
Metropolis Adjusted Microcanonical Hamiltonian Monte Carlo
[
Slides]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #116
MIDAS: Misalignment-based Data Augmentation Strategy for Imbalanced Multimodal Learning
[
Poster]
[
OpenReview]
{location} Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2114
Task-Optimized Convolutional Recurrent Networks Align with Tactile Processing in the Rodent Brain
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1914
ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #716
Opinion Maximization in Social Networks by Modifying Internal Opinions
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #308
Enhancing Interpretability in Deep Reinforcement Learning through Semantic Clustering
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3900
Generalization Error Analysis for Selective State-Space Models Through the Lens of Attention
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5017
Dataset Distillation of 3D Point Clouds via Distribution Matching
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2801
ShortListing Model: A Streamlined Simplex Diffusion for Discrete Variable Generation
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #111
DroneAudioset: An Audio Dataset for Drone-based Search and Rescue
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3108
Optimal Spectral Transitions in High-Dimensional Multi-Index Models
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4019
LBMKGC: Large Model-Driven Balanced Multimodal Knowledge Graph Completion
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1516
Generalization or Hallucination? Understanding Out-of-Context Reasoning in Transformers
[
OpenReview]
{location} Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1803
QoQ-Med: Building Multimodal Clinical Foundation Models with Domain-Aware GRPO Training
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2401
NeSyPr: Neurosymbolic Proceduralization For Efficient Embodied Reasoning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2413
Density Ratio-Free Doubly Robust Proxy Causal Learning
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3107
Gaussian Approximation and Concentration of Constant Learning-Rate Stochastic Gradient Descent
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2414
Data-Adaptive Exposure Thresholds under Network Interference
[
OpenReview]
{location} Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2606
Class-wise Balancing Data Replay for Federated Class-Incremental Learning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1913
A Semantic Parsing Framework for End-to-End Time Normalization
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1912
Target Speaker Extraction through Comparing Noisy Positive and Negative Audio Enrollments
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4401
SceneSplat++: A Large Dataset and Comprehensive Benchmark for Language Gaussian Splatting
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2015
A data and task-constrained mechanistic model of the mouse outer retina shows robustness to contrast variations
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1303
Private Geometric Median in Nearly-Linear Time
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5403
Learning Intractable Multimodal Policies with Reparameterization and Diversity Regularization
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5404
Which Data Attributes Stimulate Math and Code Reasoning? An Investigation via Influence Functions
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3106
Sharp Gaussian approximations for Decentralized Federated Learning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #715
Perturbation Bounds for Low-Rank Inverse Approximations under Noise
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3618
Graph Diffusion that can Insert and Delete
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3311
Tight Bounds for Answering Adaptively Chosen Concentrated Queries
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3414
RAT: Bridging RNN Efficiency and Attention Accuracy via Chunk-based Sequence Modeling
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #707
Unlocking Dataset Distillation with Diffusion Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5502
Restricted Spectral Gap Decomposition for Simulated Tempering Targeting Mixture Distributions
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5405
How Many Tokens Do 3D Point Cloud Transformer Architectures Really Need?
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2709
Diversity-oriented Deep Multi-modal Clustering
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #714
Finite-Time Analysis of Stochastic Nonconvex Nonsmooth Optimization on the Riemannian Manifolds
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #509
Videos are Sample-Efficient Supervisions: Behavior Cloning from Videos via Latent Representations
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2417
The third pillar of causal analysis? A measurement perspective on causal representations
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2517
A Unified Framework for the Transportability of Population-Level Causal Measures
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #108
Beyond Random: Automatic Inner-loop Optimization in Dataset Distillation
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1608
Causal-R: A Causal-Reasoning Geometry Problem Solver for Optimized Solution Exploration
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2916
Test-Time Spectrum-Aware Latent Steering for Zero-Shot Generalization in Vision-Language Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1114
Refusal Direction is Universal Across Safety-Aligned Languages
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2607
Measure-Theoretic Anti-Causal Representation Learning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3104
Probably Approximately Precision and Recall Learning
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2708
RrED: Black-box Unsupervised Domain Adaptation via Rectifying-reasoning Errors of Diffusion
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3811
Continuous Simplicial Neural Networks
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3016
Computational Efficiency under Covariate Shift in Kernel Ridge Regression
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3812
Hybrid-Collaborative Augmentation and Contrastive Sample Adaptive-Differential Awareness for Robust Attributed Graph Clustering
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3511
Structured Initialization for Vision Transformers
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #815
Distributed mediation analysis with communication efficiency
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3103
Robustly Learning Monotone Single-Index Models
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5409
SD-KDE: Score-Debiased Kernel Density Estimation
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3415
Tensor-Parallelism with Partially Synchronized Activations
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4703
Tracking and Understanding Object Transformations
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4414
CAGE: Continuity-Aware edGE Network Unlocks Robust Floorplan Reconstruction
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #206
Tapered Off-Policy REINFORCE - Stable and efficient reinforcement learning for large language models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2516
Coupling Generative Modeling and an Autoencoder with the Causal Bridge
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #508
The World Is Bigger: A Computationally-Embedded Perspective on the Big World Hypothesis
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1805
Chiron-o1: Igniting Multimodal Large Language Models towards Generalizable Medical Reasoning via Mentor-Intern Collaborative Search
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #305
Real-DRL: Teach and Learn in Reality
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #504
Statistical Analysis of the Sinkhorn Iterations for Two-Sample Schr\"{o}dinger Bridge Estimation
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #909
Non-Clairvoyant Scheduling with Progress Bars
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3714
Efficient Multi-modal Large Language Models via Progressive Consistency Distillation
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5111
FIPER: Factorized Features for Robust Image Super-Resolution and Compression
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4701
Zooming from Context to Cue: Hierarchical Preference Optimization for Multi-Image MLLMs
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4700
Cross-modal Associations in Vision and Language Models: Revisiting the Bouba-Kiki Effect
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1208
The VLLM Safety Paradox: Dual Ease in Jailbreak Attack and Defense
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2306
Towards Accurate Time Series Forecasting via Implicit Decoding
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1609
Knowledge-based Visual Question Answer with Multimodal Processing, Retrieval and Filtering
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1000
Differentiable Generalized Sliced Wasserstein Plans
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #603
Vicinal Label Supervision for Reliable Aleatoric and Epistemic Uncertainty Estimation
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3807
Redundancy-Aware Test-Time Graph Out-of-Distribution Detection
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4800
Toward Human Deictic Gesture Target Estimation
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2515
Less Greedy Equivalence Search
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1806
D2SA: Dual-Stage Distribution and Slice Adaptation for Efficient Test-Time Adaptation in MRI Reconstruction
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4519
High Resolution UDF Meshing via Iterative Networks
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3712
Language Models Can Predict Their Own Behavior
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3813
Towards Unsupervised Open-Set Graph Domain Adaptation via Dual Reprogramming
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2307
TimeXL: Explainable Multi-modal Time Series Prediction with LLM-in-the-Loop
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2309
Multi-Modal View Enhanced Large Vision Models for Long-Term Time Series Forecasting
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2314
Grasp2Grasp: Vision-Based Dexterous Grasp Translation via Schrödinger Bridges
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4613
DecompNet: Enhancing Time Series Forecasting Models with Implicit Decomposition
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2803
Inference-Time Personalized Alignment with a Few User Preference Queries
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1101
Auto-Search and Refinement: An Automated Framework for Gender Bias Mitigation in Large Language Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2209
Blindfolded Experts Generalize Better: Insights from Robotic Manipulation and Videogames
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4702
Highlighting What Matters: Promptable Embeddings for Attribute-Focused Image Retrieval
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4718
Intervene-All-Paths: Unified Mitigation of LVLM Hallucinations across Alignment Formats
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #615
Scaling Laws for Gradient Descent and Sign Descent for Linear Bigram Models under Zipf’s Law
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1908
AceSearcher: Bootstrapping Reasoning and Search for LLMs via Reinforced Self-Play
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4905
Exploring and Leveraging Class Vectors for Classifier Editing
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #303
Reinforced Context Order Recovery for Adaptive Reasoning and Planning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2608
Harnessing the Universal Geometry of Embeddings
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2514
Differentiable Structure Learning and Causal Discovery for General Binary Data
[
Slides]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2915
The Effect of Optimal Self-Distillation in Noisy Gaussian Mixture Model
[
Slides]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1807
Generating Multi-Table Time Series EHR from Latent Space with Minimal Preprocessing
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3711
FEEDBACK FRICTION: LLMs Struggle to Fully Incorporate External Feedback
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1610
AutoDiscovery: Open-ended Scientific Discovery via Bayesian Surprise
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5315
Principled Fine-tuning of LLMs from User-Edits: A Medley of Preference, Supervision, and Reward
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3102
Learning Across the Gap: Hybrid Multi-armed Bandits with Heterogeneous Offline and Online Data
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1109
DiCoFlex: Model-Agnostic Diverse Counterfactuals with Flexible Control
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4517
Track, Inpaint, Resplat: Subject-driven 3D and 4D Generation with Progressive Texture Infilling
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1410
Differentially Private Relational Learning with Entity-level Privacy Guarantees
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2907
Stochastically Dominant Peer Prediction
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2601
Registration is a Powerful Rotation-Invariance Learner for 3D Anomaly Detection
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #706
Optimal Rates in Continual Linear Regression via Increasing Regularization
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #407
HYPRL: Reinforcement Learning of Control Policies for Hyperproperties
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3814
Graphs Help Graphs: Multi-Agent Graph Socialized Learning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2610
When Does Closeness in Distribution Imply Representational Similarity? An Identifiability Perspective
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4303
Low-Rank Head Avatar Personalization with Registers
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1209
From Judgment to Interference: Early Stopping LLM Harmful Outputs via Streaming Content Monitoring
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2707
Parameter Efficient Fine-tuning via Explained Variance Adaptation
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #612
Active Measurement: Efficient Estimation at Scale
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2611
Evolutionary Reasoning Does Not Arise in Standard Usage of Protein Language Models
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4803
A Unified Solution to Video Fusion: From Multi-Frame Learning to Benchmarking
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #814
New Parallel and Streaming Algorithms for Directed Densest Subgraph
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3710
Spark Transformer: Reactivating Sparsity in Transformer FFN and Attention
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4804
Bisecle: Binding and Separation in Continual Learning for Video Language Understanding
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2113
Concept-Guided Interpretability via Neural Chunking
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5413
When Worse is Better: Navigating the Compression Generation Trade-off In Visual Tokenization
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4315
Discovering Latent Graphs with GFlowNets for Diverse Conditional Image Generation
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4805
Uni-MuMER: Unified Multi-Task Fine-Tuning of Vision-Language Model for Handwritten Mathematical Expression Recognition
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2804
Prediction-Powered Semi-Supervised Learning with Online Power Tuning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4104
Tree-Based Premise Selection for Lean4
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5103
TalkCuts: A Large-Scale Dataset for Multi-Shot Human Speech Video Generation
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2805
A Single-Swap Local Search Algorithm for k-Means of Lines
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3709
Is PRM Necessary? Problem-Solving RL Implicitly Induces PRM Capability in LLMs
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2713
Synergy over Discrepancy: A Partition-Based Approach to Multi-Domain LLM Fine-Tuning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #513
Offline Goal-conditioned Reinforcement Learning with Quasimetric Representations
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5415
Efficient Speech Language Modeling via Energy Distance in Continuous Latent Space
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5417
Conditioning Matters: Training Diffusion Policies is Faster Than You Think
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4903
C$^2$Prompt: Class-aware Client Knowledge Interaction for Federated Continual Learning
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Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1207
Mask Image Watermarking
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4806
Kinaema: a recurrent sequence model for memory and pose in motion
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5419
Kinetics: Rethinking Test-Time Scaling Law
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5519
Can Knowledge-Graph-based Retrieval Augmented Generation Really Retrieve What You Need?
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3707
Uni-Instruct: One-step Diffusion Model through Unified Diffusion Divergence Instruction
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3100
Multi-head Transformers Provably Learn Symbolic Multi-step Reasoning via Gradient Descent
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1210
Accelerated Vertical Federated Adversarial Learning through Decoupling Layer-Wise Dependencies
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5518
Rollout Roulette: A Probabilistic Inference Approach to Inference-Time Scaling of LLMs using Particle-Based Monte Carlo Methods
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3201
Replicable Distribution Testing
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4103
ReCAP: Recursive Context-Aware Reasoning and Planning for Large Language Model Agents
[
Slides]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2415
Causal Mixture Models: Characterization and Discovery
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5005
Týr-the-Pruner: Structural Pruning LLMs via Global Sparsity Distribution Optimization
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #614
Embeddings as Probabilistic Equivalence in Logic Programs
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5515
Pixel-Perfect Depth with Semantics-Prompted Diffusion Transformers
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #500
Credal Prediction based on Relative Likelihood
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #708
Conditional Gradient Methods with Standard LMO for Stochastic Simple Bilevel Optimization
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2806
Learning Reconfigurable Representations for Multimodal Federated Learning with Missing Data
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2107
Know Thyself by Knowing Others: Learning Neuron Identity from Population Context
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4404
REArtGS: Reconstructing and Generating Articulated Objects via 3D Gaussian Splatting with Geometric and Motion Constraints
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4101
Reasoning Models Better Express Their Confidence
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1301
Unifying Re-Identification, Attribute Inference, and Data Reconstruction Risks in Differential Privacy
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3011
On the necessity of adaptive regularisation: Optimal anytime online learning on $\boldsymbol{\ell_p}$-balls
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #914
R-KV: Redundancy-aware KV Cache Compression for Reasoning Models
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3317
Zero-Shot Context Generalization in Reinforcement Learning from Few Training Contexts
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3704
Greed is Good: A Unifying Perspective on Guided Generation
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5514
Spotlight Attention: Towards Efficient LLM Generation via Non-linear Hashing-based KV Cache Retrieval
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4109
Extrapolation by Association: Length Generalization Transfer In Transformers
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1213
Emergent Risk Awareness in Rational Agents under Resource Constraints
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1502
Non-stationary Equivariant Graph Neural Networks for Physical Dynamics Simulation
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #301
Value Improved Actor Critic Algorithms
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3202
Quantitative convergence of trained neural networks to Gaussian processes
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4902
Breaking Latent Prior Bias in Detectors for Generalizable AIGC Image Detection
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3818
Uncertainty Estimation on Graphs with Structure Informed Stochastic Partial Differential Equations
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #613
$\Psi$-Sampler: Initial Particle Sampling for SMC-Based Inference-Time Reward Alignment in Score Models
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1905
K-DeCore: Facilitating Knowledge Transfer in Continual Structured Knowledge Reasoning via Knowledge Decoupling
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2609
Equivariance by Contrast: Identifiable Equivariant Embeddings from Unlabeled Finite Group Actions
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1212
FairNet: Dynamic Fairness Correction without Performance Loss via Contrastive Conditional LoRA
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5501
Interactive Anomaly Detection for Articulated Objects via Motion Anticipation
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2205
Neural Green’s Functions
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2904
From Self-Check to Consensus: Bayesian Strategic Decoding in Large Language Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2202
Learning Stochastic Multiscale Models
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4513
Motion Matters: Compact Gaussian Streaming for Free-Viewpoint Video Reconstruction
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #309
Imagine Beyond ! Distributionally Robust Autoencoding for State Space Coverage in Online Reinforcement Learning
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3815
Principled Data Augmentation for Learning to Solve Quadratic Programming Problems
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2616
Multiresolution Analysis and Statistical Thresholding on Dynamic Networks
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3203
Breaking AR’s Sampling Bottleneck: Provable Acceleration via Diffusion Language Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #115
FreshStack: Building Realistic Benchmarks for Evaluating Retrieval on Technical Documents
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2706
UniTransfer: Video Concept Transfer via Progressive Spatio-Temporal Decomposition
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3306
The Complexity of Finding Local Optima in Contrastive Learning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2910
The Complexity of Correlated Equilibria in Generalized Games
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4512
Fix False Transparency by Noise Guided Splatting
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2513
When Additive Noise Meets Unobserved Mediators: Bivariate Denoising Diffusion for Causal Discovery
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3918
Towards Graph Foundation Models: Training on Knowledge Graphs Enables Transferability to General Graphs
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #816
SuffixDecoding: Extreme Speculative Decoding for Emerging AI Applications
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #205
Less is More: an Attention-free Sequence Prediction Modeling for Offline Embodied Learning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3702
On the Relation between Rectified Flows and Optimal Transport
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3909
Towards Irreversible Attack: Fooling Scene Text Recognition via Multi-Population Coevolution Search
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3418
Bilevel ZOFO: Efficient LLM Fine-Tuning and Meta-Training
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2809
Learning to Clean: Reinforcement Learning for Noisy Label Correction
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #908
Distributional Adversarial Attacks and Training in Deep Hedging
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #207
Boundary-to-Region Supervision for Offline Safe Reinforcement Learning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1612
SpatialLM: Training Large Language Models for Structured Indoor Modeling
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1306
ToxicTextCLIP: Text-Based Poisoning and Backdoor Attacks on CLIP Pre-training
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2810
Anomaly Detection by an Ensemble of Random Pairs of Hyperspheres
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1705
BioReason: Incentivizing Multimodal Biological Reasoning within a DNA-LLM Model
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3204
Data-Dependent Regret Bounds for Constrained MABs
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2511
Shape-Informed Clustering of Multi-Dimensional Functional Data via Deep Functional Autoencoders
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5508
Improving Model-Based Reinforcement Learning by Converging to Flatter Minima
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2215
VideoVLA: Video Generators Can Be Generalizable Robot Manipulators
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4300
IllumiCraft: Unified Geometry and Illumination Diffusion for Controllable Video Generation
[
Slides]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4400
EverybodyDance: Bipartite Graph–Based Identity Correspondence for Multi-Character Animation
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3315
Faster Fixed-Point Methods for Multichain MDPs
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4901
CLIPTTA: Robust Contrastive Vision-Language Test-Time Adaptation
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1107
Regression Trees Know Calculus
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2705
Mixture of Noise for Pre-Trained Model-Based Class-Incremental Learning
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4211
LayerCraft: Enhancing Text-to-Image Generation with CoT Reasoning and Layered Object Integration
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #410
Compiler-R1: Towards Agentic Compiler Auto-tuning with Reinforcement Learning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3200
Approximation and Generalization Abilities of Score-based Neural Network Generative Models for Sub-Gaussian Distributions
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4811
MMaDA: Multimodal Large Diffusion Language Models
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4911
Visual Diversity and Region-aware Prompt Learning for Zero-shot HOI Detection
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #605
HoT-VI: Reparameterizable Variational Inference for Capturing Instance-Level High-Order Correlations
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5305
Continuous-time Riemannian SGD and SVRG Flows on Wasserstein Probabilistic Space
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #409
Revisiting Multi-Agent World Modeling from a Diffusion-Inspired Perspective
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4413
Generative Perception of Shape and Material from Differential Motion
[
Slides]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2100
Generating Full-field Evolution of Physical Dynamics from Irregular Sparse Observations
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3701
Sparse Image Synthesis via Joint Latent and RoI Flow
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3700
Learning normalized image densities via dual score matching
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1300
Exploring the limits of strong membership inference attacks on large language models
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2111
DeepHalo: A Neural Choice Model with Controllable Context Effects
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4003
From Linear to Nonlinear: Provable Weak-to-Strong Generalization through Feature Learning
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2617
LLM-DAMVC: A Large Language Model Assisted Dynamic Agent for Multi-View Clustering
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4812
Robust Cross-modal Alignment Learning for Cross-Scene Spatial Reasoning and Grounding
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1214
Train to Defend: First Defense Against Cryptanalytic Neural Network Parameter Extraction Attacks
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3314
A Differential and Pointwise Control Approach to Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1704
Equi-mRNA: Protein Translation Equivariant Encoding for mRNA Language Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3313
A Novel General Framework for Sharp Lower Bounds in Succinct Stochastic Bandits
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4813
Multi-step Visual Reasoning with Visual Tokens Scaling and Verification
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2010
Bridging Brains and Concepts: Interpretable Visual Decoding from fMRI with Semantic Bottlenecks
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1104
SAGE-Eval: Evaluating LLMs for Systematic Generalizations of Safety Facts
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4814
Enhancing Infrared Vision: Progressive Prompt Fusion Network and Benchmark
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1711
DiffLiG: Diffusion-enhanced Liquid Graph with Attention Propagation for Grid-to-Station Precipitation Correction
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #506
Novel Exploration via Orthogonality
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4810
EvolvedGRPO: Unlocking Reasoning in LVLMs via Progressive Instruction Evolution
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3502
Diffusion Tree Sampling: Scalable inference‑time alignment of diffusion models
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2914
Robust Policy Expansion for Offline-to-Online RL under Diverse Data Corruption
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4900
TRiCo: Triadic Game-Theoretic Co-Training for Robust Semi-Supervised Learning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1902
Optimizing Retrieval for RAG via Reinforced Contrastive Learning
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3110
Adversarial generalization of unfolding (model-based) networks
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4815
Learning Human-Object Interaction as Groups
[
Slides]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1400
Personalized Subgraph Federated Learning with Differentiable Auxiliary Projections
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2704
Model Inversion with Layer-Specific Modeling and Alignment for Data-Free Continual Learning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2600
Revising and Falsifying Sparse Autoencoder Feature Explanations
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2815
Graph–Smoothed Bayesian Black-Box Shift Estimator and Its Information Geometry
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4004
A Minimalist Example of Edge-of-Stability and Progressive Sharpening
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2908
Theoretical Guarantees for the Retention of Strict Nash Equilibria by Coevolutionary Algorithms
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3517
Variational Task Vector Composition
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2812
Optimistic Query Routing in Clustering-based Approximate Maximum Inner Product Search
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2212
Latent Policy Barrier: Learning Robust Visuomotor Policies by Staying In-Distribution
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5503
Sim-LLM: Optimizing LLM Inference at the Edge through Inter-Task KV Reuse
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4511
GeRaF: Neural Geometry Reconstruction from Radio Frequency Signals
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3613
Variational Uncertainty Decomposition for In-Context Learning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #411
Equilibrium Policy Generalization: A Reinforcement Learning Framework for Cross-Graph Zero-Shot Generalization in Pursuit-Evasion Games
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #104
Faithful Group Shapley Value
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3312
A Reinforcement Learning-based Bidding Strategy for Data Consumers in Auction-based Federated Learning
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4917
BeyondMix: Leveraging Structural Priors and Long-Range Dependencies for Domain-Invariant LiDAR Segmentation
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4000
Scaling can lead to compositional generalization
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1003
FlashMoE: Fast Distributed MoE in a Single Kernel
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2312
RDD: Retrieval-Based Demonstration Decomposer for Planner Alignment in Long-Horizon Tasks
[
Slides]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3801
Causality Meets the Table: Debiasing LLMs for Faithful TableQA via Front-Door Intervention
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2108
From Synapses to Dynamics: Obtaining Function from Structure in a Connectome Constrained Model of the Head Direction Circuit
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1002
Robust Integrated Learning and Pauli Noise Mitigation for Parametrized Quantum Circuits
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1901
RAST: Reasoning Activation in LLMs via Small-model Transfer
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2405
Sparse Meets Dense: Unified Generative Recommendations with Cascaded Sparse-Dense Representations
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3708
Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1414
TRAP: Targeted Redirecting of Agentic Preferences
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1211
One Head to Rule Them All: Amplifying LVLM Safety through a Single Critical Attention Head
[
Poster]
[
OpenReview]
{location} Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5001
NOVA: A Benchmark for Rare Anomaly Localization and Clinical Reasoning in Brain MRI
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4312
Aligning Text to Image in Diffusion Models is Easier Than You Think
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2014
REVE: A Foundation Model for EEG - Adapting to Any Setup with Large-Scale Pretraining on 25,000 Subjects
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3516
SeerAttention: Self-distilled Attention Gating for Efficient Long-context Prefilling
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1808
Ineq-Comp: Benchmarking Human-Intuitive Compositional Reasoning in Automated Theorem Proving of Inequalities
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3606
SAO-Instruct: Free-form Audio Editing using Natural Language Instructions
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #512
Quantile Reward Policy Optimization: Alignment with Pointwise Regression and Exact Partition Functions
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #300
Imagined Autocurricula
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1009
From Black-box to Causal-box: Towards Building More Interpretable Models
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1506
HARDMath2: A Benchmark for Applied Mathematics Built by Students as Part of a Graduate Class
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1008
Large language models can learn and generalize steganographic chain-of-thought under process supervision
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #911
Grammars of Formal Uncertainty: When to Trust LLMs in Automated Reasoning Tasks
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3208
Protocols for Verifying Smooth Strategies in Bandits and Games
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3619
Is Noise Conditioning Necessary? A Unified Theory of Unconditional Graph Diffusion Models
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3715
KLASS: KL-Guided Fast Inference in Masked Diffusion Models
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4201
Accelerating Diffusion LLMs via Adaptive Parallel Decoding
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4819
SANSA: Unleashing the Hidden Semantics in SAM2 for Few-Shot Segmentation
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2814
Leveraging Depth and Language for Open-Vocabulary Domain-Generalized Semantic Segmentation
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #905
Binary Quadratic Quantization: Beyond First-Order Quantization for Real-Valued Matrix Compression
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1110
Towards Interpretability Without Sacrifice: Faithful Dense Layer Decomposition with Mixture of Decoders
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4419
ReCon-GS: Continuum-Preserved Guassian Streaming for Fast and Compact Reconstruction of Dynamic Scenes
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3610
CGS-GAN: 3D Consistent Gaussian Splatting GANs for High Resolution Human Head Synthesis
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2808
A faster training algorithm for regression trees with linear leaves, and an analysis of its complexity
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3908
Dual-Flow: Transferable Multi-Target, Instance-Agnostic Attacks via $\textit{In-the-wild}$ Cascading Flow Optimization
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5211
NaViL: Rethinking Scaling Properties of Native Multimodal Large Language Models under Data Constraints
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1810
Are Language Models Efficient Reasoners? A Perspective from Logic Programming
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2412
CausalPFN: Amortized Causal Effect Estimation via In-Context Learning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1111
OrdShap: Feature Position Importance for Sequential Black-Box Models
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1703
3D-RAD: A Comprehensive 3D Radiology Med-VQA Dataset with Multi-Temporal Analysis and Diverse Diagnostic Tasks
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2807
Universal Sequence Preconditioning
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5015
Grids Often Outperform Implicit Neural Representation at Compressing Dense Signals
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4912
Diffusion Classifiers Understand Compositionality, but Conditions Apply
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4505
Knot So Simple: A Minimalistic Environment for Spatial Reasoning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2604
Beyond Value Functions: Single-Loop Bilevel Optimization under Flatness Conditions
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4712
Video-RAG: Visually-aligned Retrieval-Augmented Long Video Comprehension
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4719
VITRIX-CLIPIN: Enhancing Fine-Grained Visual Understanding in CLIP via Instruction-Editing Data and Long Captions
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1005
Model Provenance Testing for Large Language Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1403
Fantastic Bugs and Where to Find Them in AI Benchmarks
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #609
Energy-based generator matching: A neural sampler for general state space
[
Slides]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5102
LooGLE v2: Are LLMs Ready for Real World Long Dependency Challenges?
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #102
The Common Pile v0.1: An 8TB Dataset of Public Domain and Openly Licensed Text
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3914
$\texttt{AVROBUSTBENCH}$: Benchmarking the Robustness of Audio-Visual Recognition Models at Test-Time
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4915
EPFL-Smart-Kitchen: An Ego-Exo Multi-Modal Dataset for Challenging Action and Motion Understanding in Video-Language Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2302
BountyBench: Dollar Impact of AI Agent Attackers and Defenders on Real-World Cybersecurity Systems
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3911
Tracing Back the Malicious Clients in Poisoning Attacks to Federated Learning
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3713
DICEPTION: A Generalist Diffusion Model for Visual Perceptual Tasks
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2208
Diversifying Parallel Ergodic Search: A Signature Kernel Evolution Strategy
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2200
AION-1: Omnimodal Foundation Model for Astronomical Sciences
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3408
A Difference-of-Convex Functions Approach to Energy-Based Iterative Reasoning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3913
Best-of-N Jailbreaking
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #811
Genesis: Multimodal Driving Scene Generation with Spatio-Temporal and Cross-Modal Consistency
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2310
PhysDiff: A Physically-Guided Diffusion Model for Multivariate Time Series Anomaly Detection
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1006
Risk Management for Mitigating Benchmark Failure Modes: BenchRisk
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3405
AlphaDecay: Module-wise Weight Decay for Heavy-Tailed Balancing in LLMs
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4209
Future-Aware End-to-End Driving: Bidirectional Modeling of Trajectory Planning and Scene Evolution
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3604
Anchored Diffusion Language Model
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #902
Breaking the Frozen Subspace: Importance Sampling for Low-Rank Optimization in LLM Pretraining
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1713
ELECTRA: A Cartesian Network for 3D Charge Density Prediction with Floating Orbitals
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #400
URB - Urban Routing Benchmark for RL-equipped Connected Autonomous Vehicles
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5210
Real-World Adverse Weather Image Restoration via Dual-Level Reinforcement Learning with High-Quality Cold Start
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1513
Adversarial Attacks against Closed-Source MLLMs via Feature Optimal Alignment
[
Slides]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2909
Learning in Stackelberg Mean Field Games: A Non-Asymptotic Analysis
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5109
Towards Predicting Any Human Trajectory In Context
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2305
MLR-Bench: Evaluating AI Agents on Open-Ended Machine Learning Research
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5406
Image Super-Resolution with Guarantees via Conformalized Generative Models
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4013
SharpZO: Hybrid Sharpness-Aware Vision Language Model Prompt Tuning via Forward-Only Passes
[
Slides]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1515
Bridging Human and LLM Judgments: Understanding and Narrowing the Gap
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2509
VisDiff: SDF-Guided Polygon Generation for Visibility Reconstruction, Characterization and Recognition
[
Slides]
[
Poster]
[
OpenReview]
{location} Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2016
High-dimensional neuronal activity from low-dimensional latent dynamics: a solvable model
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2506
The Indra Representation Hypothesis
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2109
Predictive Coding Enhances Meta-RL To Achieve Interpretable Bayes-Optimal Belief Representation Under Partial Observability
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3819
Generative Graph Pattern Machine
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #408
OrbitZoo: Real Orbital Systems Challenges for Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2612
3D-Prover: Diversity Driven Theorem Proving With Determinantal Point Processes
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2410
Reward-oriented Causal Representation Learning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1604
Adaptive Variance Inflation in Thompson Sampling: Efficiency, Safety, Robustness, and Beyond
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #312
GraphChain: Large Language Models for Large-scale Graph Analysis via Tool Chaining
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Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1801
Improving the Generation and Evaluation of Synthetic Data for Downstream Medical Causal Inference
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5407
Parallel Scaling Law for Language Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3305
On the Mechanisms of Weak-to-Strong Generalization: A Theoretical Perspective
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3206
A General-Purpose Theorem for High-Probability Bounds of Stochastic Approximation with Polyak Averaging
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #211
How Ensembles of Distilled Policies Improve Generalisation in Reinforcement Learning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #809
Enhancing Optimizer Stability: Momentum Adaptation of The NGN Step-size
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1605
STEAD: Robust Provably Secure Linguistic Steganography with Diffusion Language Model
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2408
Differentiable Cyclic Causal Discovery Under Unmeasured Confounders
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4006
Loquetier: A Virtualized Multi-LoRA Framework for Unified LLM Fine-tuning and Serving
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #203
A Provable Approach for End-to-End Safe Reinforcement Learning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1514
Watermarking Autoregressive Image Generation
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4604
Unleashing Hour-Scale Video Training for Long Video-Language Understanding
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4205
Conditional Panoramic Image Generation via Masked Autoregressive Modeling
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #611
Test-Time Scaling of Diffusion Models via Noise Trajectory Search
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5511
Breaking the Order Barrier: Off-Policy Evaluation for Confounded POMDPs
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3507
ComPO: Preference Alignment via Comparison Oracles
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2407
Differentiable Constraint-Based Causal Discovery
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5314
State Size Independent Statistical Error Bound for Discrete Diffusion Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2406
Doubly-Robust Estimation of Counterfactual Policy Mean Embeddings
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #401
SimWorld: An Open-ended Simulator for Agents in Physical and Social Worlds
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4801
ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3400
Bigram Subnetworks: Mapping to Next Tokens in Transformer Language Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1013
Boosting the Uniqueness of Neural Networks Fingerprints with Informative Triggers
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5506
Vanish into Thin Air: Cross-prompt Universal Adversarial Attacks for SAM2
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3904
Stab-SGD: Noise-Adaptivity in Smooth Optimization with Stability Ratios
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3318
Balancing Performance and Costs in Best Arm Identification
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5313
On Reasoning Strength Planning in Large Reasoning Models
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2913
Stable Matching with Ties: Approximation Ratios and Learning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #800
Non-monotone Submodular Optimization: $p$-Matchoid Constraints and Fully Dynamic Setting
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5507
SuperCLIP: CLIP with Simple Classification Supervision
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #114
nvBench 2.0: Resolving Ambiguity in Text-to-Visualization through Stepwise Reasoning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5311
MLLMs Need 3D-Aware Representation Supervision for Scene Understanding
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2711
Compact Memory for Continual Logistic Regression
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2614
Unleashing Diffusion Transformers for Visual Correspondence by Modulating Massive Activations
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5308
Robot-R1: Reinforcement Learning for Enhanced Embodied Reasoning in Robotics
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3406
Memory-Efficient Visual Autoregressive Modeling with Scale-Aware KV Cache Compression
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4802
Continual Multimodal Contrastive Learning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2201
Dual-Comb Ghost Imaging with Transformer-Based Reconstruction for Optical Fiber Endomicroscopy
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1615
ProtInvTree: Deliberate Protein Inverse Folding with Reward-guided Tree Search
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4002
Learning quadratic neural networks in high dimensions: SGD dynamics and scaling laws
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4515
Object-X: Learning to Reconstruct Multi-Modal 3D Object Representations
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #703
On the Optimal Construction of Unbiased Gradient Estimators for Zeroth-Order Optimization
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4406
Optimize the Unseen - Fast NeRF Cleanup with Free Space Prior
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #507
LaRes: Evolutionary Reinforcement Learning with LLM-based Adaptive Reward Search
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2403
RSafe: Incentivizing proactive reasoning to build robust and adaptive LLM safeguards
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1314
How Well Can Differential Privacy Be Audited in One Run?
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5306
Seeing the Arrow of Time in Large Multimodal Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4918
OVS Meets Continual Learning: Towards Sustainable Open-Vocabulary Segmentation
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #511
Pixel Reasoner: Incentivizing Pixel Space Reasoning via Curiosity-Driven Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1001
Tight High-Probability Bounds for Nonconvex Heavy-Tailed Scenario under Weaker Assumptions
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2012
MEIcoder: Decoding Visual Stimuli from Neural Activity by Leveraging Most Exciting Inputs
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2008
SimSort: A Data-Driven Framework for Spike Sorting by Large-Scale Electrophysiology Simulation
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4409
Learning Efficient Fuse-and-Refine for Feed-Forward 3D Gaussian Splatting
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1100
Physics-Driven Spatiotemporal Modeling for AI-Generated Video Detection
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3307
On the Bias of Next-Token Predictors Toward Systematically Inefficient Reasoning: A Shortest-Path Case Study
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3501
Cascaded Language Models for Cost-Effective Human–AI Decision-Making
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1106
From Noise to Narrative: Tracing the Origins of Hallucinations in Transformers
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #403
Adaptively Coordinating with Novel Partners via Learned Latent Strategies
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #606
Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces II: non-compact symmetric spaces
[
JMLR]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5106
SingRef6D: Monocular Novel Object Pose Estimation with a Single RGB Reference
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4308
Towards Physical Understanding in Video Generation: A 3D Point Regularization Approach
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4601
OST-Bench: Evaluating the Capabilities of MLLMs in Online Spatio-temporal Scene Understanding
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2301
Task-Specific Data Selection for Instruction Tuning via Monosemantic Neuronal Activations
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2203
Inductive Domain Transfer In Misspecified Simulation-Based Inference
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5204
Leader360V: A Large-scale, Real-world 360 Video Dataset for Multi-task Learning in Diverse Environment
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3505
Compositional Discrete Latent Code for High Fidelity, Productive Diffusion Models
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5008
Fuse2Match: Training-Free Fusion of Flow, Diffusion, and Contrastive Models for Zero-Shot Semantic Matching
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1413
Mix Data or Merge Models? Balancing the Helpfulness, Honesty, and Harmlessness of Large Language Model via Model Merging
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #604
A Hierarchy of Graphical Models for Counterfactual Inferences
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3803
Sound Logical Explanations for Mean Aggregation Graph Neural Networks
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2005
Decomposing stimulus-specific sensory neural information via diffusion models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4111
Quantization Error Propagation: Revisiting Layer-Wise Post-Training Quantization
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4618
ViSPLA: Visual Iterative Self-Prompting for Language-Guided 3D Affordance Learning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3401
AdaSTaR: Adaptive Data Sampling for Training Self-Taught Reasoners
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2106
Bubbleformer: Forecasting Boiling with Transformers
[
Slides]
[
Poster]
[
OpenReview]
{location} Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5319
EvoLM: In Search of Lost Language Model Training Dynamics
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3304
Sampled Estimators For Softmax Must Be Biased
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3608
Triplets Better Than Pairs: Towards Stable and Effective Self-Play Fine-Tuning for LLMs
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5516
PREAMBLE: Private and Efficient Aggregation via Block Sparse Vectors
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5513
Adaptive Distraction: Probing LLM Contextual Robustness with Automated Tree Search
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3706
Non-Markovian Discrete Diffusion with Causal Language Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1512
Attractive Metadata Attack: Inducing LLM Agents to Invoke Malicious Tools
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3810
Defining and Discovering Hyper-meta-paths for Heterogeneous Hypergraphs
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4018
Fourier Analysis Network
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2110
Multi-dataset Joint Pre-training of Emotional EEG Enables Generalizable Affective Computing
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3002
Optimal Rates for Generalization of Gradient Descent for Deep ReLU Classification
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4609
Aha! - Predicting What Matters Next: Online Highlight Detection Without Looking Ahead
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3300
PLEIADES: Building Temporal Kernels with Orthogonal Polynomials
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5500
LoRA vs Full Fine-tuning: An Illusion of Equivalence
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #302
Counteractive RL: Rethinking Core Principles for Efficient and Scalable Deep Reinforcement Learning
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4605
UI-Genie: A Self-Improving Approach for Iteratively Boosting MLLM-based Mobile GUI Agents
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4304
OmniTry: Virtual Try-On Anything without Masks
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4714
Aligning by Misaligning: Boundary-aware Curriculum Learning for Multimodal Alignment
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1903
Objective Soups: Multilingual Multi-Task Modeling for Speech Processing
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2802
Learning Robust Spectral Dynamics for Temporal Domain Generalization
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3817
DuetGraph: Coarse-to-Fine Knowledge Graph Reasoning with Dual-Pathway Global-Local Fusion
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1407
Exploring the Noise Robustness of Online Conformal Prediction
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4906
DAA: Amplifying Unknown Discrepancy for Test-Time Discovery
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5209
GIST: Greedy Independent Set Thresholding for Max-Min Diversification with Submodular Utility
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4405
H3D-DGS: Exploring Heterogeneous 3D Motion Representation for Deformable 3D Gaussian Splatting
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1302
Vid-SME: Membership Inference Attacks against Large Video Understanding Models
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #414
NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #212
Think Silently, Think Fast: Dynamic Latent Compression of LLM Reasoning Chains
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4408
3DOT: Texture Transfer for 3DGS Objects from a Single Reference Image
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4615
Q-Insight: Understanding Image Quality via Visual Reinforcement Learning
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5414
MEGADance: Mixture-of-Experts Architecture for Genre-Aware 3D Dance Generation
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4503
A2Seek: Towards Reasoning-Centric Benchmark for Aerial Anomaly Understanding
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5010
MiniMax-Remover: Taming Bad Noise Helps Video Object Removal
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5309
Inverse Methods for Missing Data Imputation
[
OpenReview]
{location} Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5307
HyperET: Efficient Training in Hyperbolic Space for Multi-modal Large Language Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #710
TSENOR: Highly-Efficient Algorithm for Finding Transposable N:M Sparse Masks
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4001
Do Neural Networks Need Gradient Descent to Generalize? A Theoretical Study
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2512
GSAlign: Geometric and Semantic Alignment Network for Aerial-Ground Person Re-Identification
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4907
ZigzagPointMamba: Spatial-Semantic Mamba for Point Cloud Understanding
[
Slides]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1911
Do Automatic Factuality Metrics Measure Factuality? A Critical Evaluation
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4010
Discovering Data Structures: Nearest Neighbor Search and Beyond
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #711
Factor Decorrelation Enhanced Data Removal from Deep Predictive Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3509
Wavy Transformer
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4106
BundleFlow: Deep Menus for Combinatorial Auctions by Diffusion-Based Optimization
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3705
Fine-Tuning Discrete Diffusion Models with Policy Gradient Methods
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1105
Whose View of Safety? A Deep DIVE Dataset for Pluralistic Alignment of Text-to-Image Models
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1900
Simulating Society Requires Simulating Thought
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2906
Strategic Cost Selection in Participatory Budgeting
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #406
Regret-Optimal Q-Learning with Low Cost for Single-Agent and Federated Reinforcement Learning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5416
ReDit: Reward Dithering for Improved LLM Policy Optimization
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #607
Optimal kernel regression bounds under energy-bounded noise
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2811
Conformal Information Pursuit for Interactively Guiding Large Language Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3003
Contextual Dynamic Pricing with Heterogeneous Buyers
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3719
Generating Physically Sound Designs from Text and a Set of Physical Constraints
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4707
GUI-Rise: Structured Reasoning and History Summarization for GUI Navigation
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3503
Precise Diffusion Inversion: Towards Novel Samples and Few-Step Models
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3209
Put CASH on Bandits: A Max K-Armed Problem for Automated Machine Learning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4807
ADMN: A Layer-Wise Adaptive Multimodal Network for Dynamic Input Noise and Compute Resources
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4306
Inference-Time Text-to-Video Alignment with Diffusion Latent Beam Search
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2703
Differentiable Decision Tree via "ReLU+Argmin" Reformulation
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3917
Parameter-Free Hypergraph Neural Network for Few-Shot Node Classification
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #808
Multiplayer Federated Learning: Reaching Equilibrium with Less Communication
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4102
GPAS: Accelerating Convergence of LLM Pretraining via Gradient-Preserving Activation Scaling
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #313
Sequential Multi-Agent Dynamic Algorithm Configuration
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5203
BLINK-Twice: You see, but do you observe? A Reasoning Benchmark on Visual Perception
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #912
Inverse Optimization Latent Variable Models for Learning Costs Applied to Route Problems
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1907
Mixture of Inputs: Text Generation Beyond Discrete Token Sampling
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5411
Routing Mamba: Scaling State Space Models with Mixture-of-Experts Projection
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #907
BayeSQP: Bayesian Optimization through Sequential Quadratic Programming
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1809
XIFBench: Evaluating Large Language Models on Multilingual Instruction Following
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3508
Efficient Utility-Preserving Machine Unlearning with Implicit Gradient Surgery
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3910
Beyond Higher Rank: Token-wise Input-Output Projections for Efficient Low-Rank Adaptation
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1909
Adaptive Preference Arithmetic: A Personalized Agent with Adaptive Preference Arithmetic for Dynamic Preference Modeling
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3603
How to build a consistency model: Learning flow maps via self-distillation
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2313
Dynamic Test-Time Compute Scaling in Control Policy: Difficulty-Aware Stochastic Interpolant Policy
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #412
Generalizing Verifiable Instruction Following
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #608
List-Level Distribution Coupling with Applications to Speculative Decoding and Lossy Compression
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3207
Adapting to Stochastic and Adversarial Losses in Episodic MDPs with Aggregate Bandit Feedback
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3001
Oracle-Efficient Combinatorial Semi-Bandits
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #316
Centralized Reward Agent for Knowledge Sharing and Transfer in Multi-Task Reinforcement Learning
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #202
Forecasting in Offline Reinforcement Learning for Non-stationary Environments
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3309
Optimal Estimation of the Best Mean in Multi-Armed Bandits
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2813
Learning a Cross-Modal Schrödinger Bridge for Visual Domain Generalization
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5016
When No Paths Lead to Rome: Benchmarking Systematic Neural Relational Reasoning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #701
Improved Approximation Algorithms for Chromatic and Pseudometric-Weighted Correlation Clustering
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1404
Escaping the SpuriVerse: Can Large Vision-Language Models Generalize Beyond Seen Spurious Correlations?
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5418
Conformal Arbitrage: Risk-Controlled Balancing of Competing Objectives in Language Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #713
Efficient Adaptive Federated Optimization
[
Slides]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1613
Towards Prospective Medical Image Reconstruction via Knowledge-Informed Dynamic Optimal Transport
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2615
Disentangling Latent Shifts of In-Context Learning with Weak Supervision
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3717
ReasonFlux-PRM: Trajectory-Aware PRMs for Long Chain-of-Thought Reasoning in LLMs
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1611
ArchCAD-400K: A Large-Scale CAD drawings Dataset and New Baseline for Panoptic Symbol Spotting
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4808
Language‑Bias‑Resilient Visual Question Answering via Adaptive Multi‑Margin Collaborative Debiasing
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4514
Event-based HDR Structured Light
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1910
Thinking in Character: Advancing Role-Playing Agents with Role-Aware Reasoning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3809
Association-Focused Path Aggregation for Graph Fraud Detection
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3816
Return of ChebNet: Understanding and Improving an Overlooked GNN on Long Range Tasks
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #704
A Computationally Viable Numerical Gradient-based Technique for Optimal Covering Problems
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #501
Martingale Posterior Neural Networks for Fast Sequential Decision Making
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4516
VoxDet: Rethinking 3D Semantic Scene Completion as Dense Object Detection
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #801
On Inductive Biases That Enable Generalization in Diffusion Transformers
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3416
Hybrid Autoencoders for Tabular Data: Leveraging Model-Based Augmentation in Low-Label Settings
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #712
Adaptive Riemannian ADMM for Nonsmooth Optimization: Optimal Complexity without Smoothing
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4302
ThermalGen: Style-Disentangled Flow-Based Generative Models for RGB-to-Thermal Image Translation
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4107
CrossAD: Time Series Anomaly Detection with Cross-scale Associations and Cross-window Modeling
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3210
Diffusion Models Meet Contextual Bandits
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5408
OmniTalker: One-shot Real-time Text-Driven Talking Audio-Video Generation With Multimodal Style Mimicking
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #304
Option-aware Temporally Abstracted Value for Offline Goal-Conditioned Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3417
TANDEM: Bi-Level Data Mixture Optimization with Twin Networks
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1113
ProtoPairNet: Interpretable Regression through Prototypical Pair Reasoning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4100
Demystifying Language Model Forgetting with Low-rank Example Associations
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3919
Graph Few-Shot Learning via Adaptive Spectrum Experts and Cross-Set Distribution Calibration
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3703
A*-Thought: Efficient Reasoning via Bidirectional Compression for Low-Resource Settings
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3716
Theoretical Benefit and Limitation of Diffusion Language Model
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3718
Flatten Graphs as Sequences: Transformers are Scalable Graph Generators
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3513
Polar Sparsity: High Throughput Batched LLM Inferencing with Scalable Contextual Sparsity
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4705
MANGO: Multimodal Attention-based Normalizing Flow Approach to Fusion Learning
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4108
Spend Wisely: Maximizing Post-Training Gains in Iterative Synthetic Data Bootstrapping
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1804
From Indicators to Insights: Diversity-Optimized for Medical Series-Text Decoding via LLMs
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5200
Can LLMs Outshine Conventional Recommenders? A Comparative Evaluation
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2105
TIDMAD: Time Series Dataset for Discovering Dark Matter with AI Denoising
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4506
Roboflow100-VL: A Multi-Domain Object Detection Benchmark for Vision-Language Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5201
MIR-Bench: Can Your LLM Recognize Complicated Patterns via Many-Shot In-Context Reasoning?
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #307
Efficient Safe Meta-Reinforcement Learning: Provable Near-Optimality and Anytime Safety
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1206
Distortion of AI Alignment: Does Preference Optimization Optimize for Preferences?
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4706
MixSignGraph: A Sign Sequence is Worth Mixed Graphs of Nodes
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #105
Unlocking SLM Potential for Data Analysis Code Generation via Non-Parametric Knowledge Distillation
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5003
BurstDeflicker: A Benchmark Dataset for Flicker Removal in Dynamic Scenes
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2710
DreamPRM: Domain-reweighted Process Reward Model for Multimodal Reasoning
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #310
Stable Gradients for Stable Learning at Scale in Deep Reinforcement Learning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #112
CLIMB: Class-imbalanced Learning Benchmark on Tabular Data
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2303
MS-Bench: Evaluating LMMs in Ancient Manuscript Study through a Dunhuang Case Study
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #100
Decompile-Bench: Million-Scale Binary-Source Function Pairs for Real-World Binary Decompilation
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2013
Separating the 'what' and 'how' of compositional computation to enable reuse and continual learning
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1504
PhyBlock: A Progressive Benchmark for Physical Understanding and Planning via 3D Block Assembly
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2700
An Efficient Orlicz-Sobolev Approach for Transporting Unbalanced Measures on a Graph
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4311
Faster Video Diffusion with Trainable Sparse Attention
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2715
PhySwin: An Efficient and Physically-Informed Foundation Model for Multispectral Earth Observation
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3915
MultiNet: Adaptive Multi-Viewed Subgraph Convolutional Networks for Graph Classification
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3616
The quest for the GRAph Level autoEncoder (GRALE)
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3410
Progressive Data Dropout: An Embarrassingly Simple Approach to Train Faster
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1607
BlockScan: Detecting Anomalies in Blockchain Transactions
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4415
GLVD: Guided Learned Vertex Descent
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4410
Motion4D: Learning 3D-Consistent Motion and Semantics for 4D Scene Understanding
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3902
Bayes optimal learning of attention-indexed models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3510
Self-Refining Language Model Anonymizers via Adversarial Distillation
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5000
Delving into Cascaded Instability: A Lipschitz Continuity View on Image Restoration and Object Detection Synergy
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1305
Differential Privacy for Euclidean Jordan Algebra with Applications to Private Symmetric Cone Programming
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4015
Beyond Greedy Exits: Improved Early Exit Decisions for Risk Control and Reliability
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2315
Towards Thinking-Optimal Scaling of Test-Time Compute for LLM Reasoning
[
Slides]
[
Poster]
[
OpenReview]
{location} Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3612
Large Language Diffusion Models
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2011
Vector Quantization in the Brain: Grid-like Codes in World Models
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2500
Angular Constraint Embedding via SpherePair Loss for Constrained Clustering
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Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #901
Feature Unlearning: Theoretical Foundations and Practical Applications with Shuffling
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2006
Self-Supervised Discovery of Neural Circuits in Spatially Patterned Neural Responses with Graph Neural Networks
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #812
FedFree: Breaking Knowledge-sharing Barriers through Layer-wise Alignment in Heterogeneous Federated Learning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4208
CAMILA: Context-Aware Masking for Image Editing with Language Alignment
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4619
Promptable 3-D Object Localization with Latent Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1310
FALCON: Fine-grained Activation Manipulation by Contrastive Orthogonal Unalignment for Large Language Model
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1617
Tensor Decomposition Networks for Accelerating Machine Learning Force Field Computations
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5007
Efficient and Generalizable Mixed-Precision Quantization via Topological Entropy
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2504
Autoencoding Random Forests
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1709
JanusDNA: A Powerful Bi-directional Hybrid DNA Foundation Model
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2902
Online Inverse Linear Optimization: Efficient Logarithmic-Regret Algorithm, Robustness to Suboptimality, and Lower Bound
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #505
On the Hardness of Approximating Distributions with Tractable Probabilistic Models
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3015
Replicable Online Learning
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1815
Practical and Effective Code Watermarking for Large Language Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2602
Stochastic Forward-Forward Learning through Representational Dimensionality Compression
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1412
Memory Injection Attacks on LLM Agents via Query-Only Interaction
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2002
LibriBrain: Over 50 Hours of Within-Subject MEG to Improve Speech Decoding Methods at Scale
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1201
Red-Teaming Text-to-Image Systems by Rule-based Preference Modeling
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2316
OSVI-WM: One-Shot Visual Imitation for Unseen Tasks using World-Model-Guided Trajectory Generation
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2501
Global Minimizers of Sigmoid Contrastive Loss
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4307
GeoVideo: Introducing Geometric Regularization into Video Generation Model
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4011
Uncertainty Quantification for Physics-Informed Neural Networks with Extended Fiducial Inference
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #810
DynaPipe: Dynamic Layer Redistribution for Efficient Serving of LLMs with Pipeline Parallelism
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4009
ExPO: Unlocking Hard Reasoning with Self-Explanation-Guided Reinforcement Learning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4008
Beyond the Surface: Enhancing LLM-as-a-Judge Alignment with Human via Internal Representations
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3907
Depth-Width Tradeoffs for Transformers on Graph Tasks
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2409
Pattern-Guided Adaptive Prior for Structure Learning
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1004
Counterfactual Reasoning for Steerable Pluralistic Value Alignment of Large Language Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5006
HIDISC: A Hyperbolic Framework for Domain Generalization with Generalized Category Discovery
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3000
On Union-Closedness of Language Generation
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #802
Robustifying Learning-Augmented Caching Efficiently without Compromising 1-Consistency
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4402
GeoCAD: Local Geometry-Controllable CAD Generation with Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5318
CLEAR: Conv-Like Linearization Revs Pre-Trained Diffusion Transformers Up
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4105
Table as a Modality for Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4704
Efficient RAW Image Deblurring with Adaptive Frequency Modulation
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4518
Gaussian Herding across Pens: An Optimal Transport Perspective on Global Gaussian Reduction for 3DGS
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4809
Physics-informed Neural Operator for Pansharpening
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5510
Does Thinking More Always Help? Mirage of Test-Time Scaling in Reasoning Models
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #602
NeuralSurv: Deep Survival Analysis with Bayesian Uncertainty Quantification
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1007
Rethinking Circuit Completeness in Language Models: AND, OR, and ADDER Gates
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5208
Succeed or Learn Slowly: Sample Efficient Off-Policy Reinforcement Learning for Mobile App Control
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3301
BMW: Bidirectionally Memory bank reWriting for Unsupervised Person Re-Identification
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #705
A Unified Analysis of Stochastic Gradient Descent with Arbitrary Data Permutations and Beyond
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2402
ToF-IP: Time-of-Flight Enhanced Sparse Inertial Poser for Real-time Human Motion Capture
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4206
WISA: World simulator assistant for physics-aware text-to-video generation
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1701
Thousand Voices of Trauma: A Large-Scale Synthetic Dataset for Modeling Prolonged Exposure Therapy Conversations
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #109
Whose Instructions Count? Resolving Preference Bias in Instruction Fine-Tuning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1511
ALMGuard: Safety Shortcuts and Where to Find Them as Guardrails for Audio–Language Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #306
Trust, But Verify: A Self-Verification Approach to Reinforcement Learning with Verifiable Rewards
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1707
GLID$^2$E: A Gradient-Free Lightweight Fine-tune Approach for Discrete Biological Sequence Design
[
Poster]
[
OpenReview]
{location} Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3404
Memory Mosaics at scale
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4418
Orientation Matters: Making 3D Generative Models Orientation-Aligned
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4317
Image as a World: Generating Interactive World from Single Image via Panoramic Video Generation
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3506
Diffusion Transformers for Imputation: Statistical Efficiency and Uncertainty Quantification
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1010
Fast Data Attribution for Text-to-Image Models
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3802
Self-Assembling Graph Perceptrons
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1616
JAMUN: Bridging Smoothed Molecular Dynamics and Score-Based Learning for Conformational Ensemble Generation
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1501
SRA-CL: Semantic Retrieval Augmented Contrastive Learning for Sequential Recommendation
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1715
UniSite: The First Cross-Structure Dataset and Learning Framework for End-to-End Ligand Binding Site Detection
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3601
GenIR: Generative Visual Feedback for Mental Image Retrieval
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3302
Revolutionizing Training-Free NAS: Towards Efficient Automatic Proxy Discovery via Large Language Models
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #215
Focus-Then-Reuse: Fast Adaptation in Visual Perturbation Environments
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4012
No Loss, No Gain: Gated Refinement and Adaptive Compression for Prompt Optimization
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4818
Generalizable Hand-Object Modeling from Monocular RGB Images via 3D Gaussians
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #208
LVLM-Driven Attribute-Aware Modeling for Visible-Infrared Person Re-Identification
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1602
InfantAgent-Next: A Multimodal Generalist Agent for Automated Computer Interaction
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1603
Partition to Evolve: Niching-enhanced Evolution with LLMs for Automated Algorithm Discovery
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3808
Dual Prototype-Enhanced Contrastive Framework for Class-Imbalanced Graph Domain Adaptation
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #900
When majority rules, minority loses: bias amplification of gradient descent
[
Slides]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3013
Valid Selection among Conformal Sets
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5302
HYPERION: Fine-Grained Hypersphere Alignment for Robust Federated Graph Learning
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4416
MetaGS: A Meta-Learned Gaussian-Phong Model for Out-of-Distribution 3D Scene Relighting
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1509
Blameless Users in a Clean Room: Defining Copyright Protection for Generative Models
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4708
TC-Light: Temporally Coherent Generative Rendering for Realistic World Transfer
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1304
Rethinking the Role of Verbatim Memorization in LLM Privacy
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #502
Wasserstein Convergence of Critically Damped Langevin Diffusions
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1016
DEXTER: Diffusion-Guided EXplanations with TExtual Reasoning for Vision Models
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3105
Algorithms and SQ Lower Bounds for Robustly Learning Real-valued Multi-Index Models
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #107
Jury-and-Judge Chain-of-Thought for Uncovering Toxic Data in 3D Visual Grounding
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #200
Atomic Thinking of LLMs: Decoupling and Exploring Mathematical Reasoning Abilities
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2204
Guided Diffusion Sampling on Function Spaces with Applications to PDEs
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4919
Leaving No OOD Instance Behind: Instance-Level OOD Fine-Tuning for Anomaly Segmentation
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5110
SnapMoGen: Human Motion Generation from Expressive Texts
[
Poster]
[
OpenReview]
{location} Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5517
Boosting Knowledge Utilization in Multimodal Large Language Models via Adaptive Logits Fusion and Attention Reallocation
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5108
FAST: Foreground‑aware Diffusion with Accelerated Sampling Trajectory for Segmentation‑oriented Anomaly Synthesis
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2613
CrossSpectra: Exploiting Cross-Layer Smoothness for Parameter-Efficient Fine-Tuning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5107
SRSR: Enhancing Semantic Accuracy in Real-World Image Super-Resolution with Spatially Re-Focused Text-Conditioning
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5512
Adaptive and Multi-scale Affinity Alignment for Hierarchical Contrastive Learning
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1904
Optimizing Chain-of-Thought Reasoners via Gradient Variance Minimization in Rejection Sampling and RL
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5509
Data Mixing Can Induce Phase Transitions in Knowledge Acquisition
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2404
SIGMA: Refining Large Language Model Reasoning via Sibling-Guided Monte Carlo Augmentation
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1510
Safety Depth in Large Language Models: A Markov Chain Perspective
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3916
One Prompt Fits All: Universal Graph Adaptation for Pretrained Models
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3518
Every Rollout Counts: Optimal Resource Allocation for Efficient Test-Time Scaling
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2605
CaliGCL: Calibrated Graph Contrastive Learning via Partitioned Similarity and Consistency Discrimination
[
Slides]
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #415
STITCH-OPE: Trajectory Stitching with Guided Diffusion for Off-Policy Evaluation
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4309
SceneDecorator: Towards Scene-Oriented Story Generation with Scene Planning and Scene Consistency
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4904
Topology-Aware Learning of Tubular Manifolds via SE(3)-Equivariant Network on Ball B-Spline Curve
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #906
Accelerating Model-Free Optimization via Averaging of Cost Samples
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5316
ReAgent-V: A Reward-Driven Multi-Agent Framework for Video Understanding
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1308
Ascent Fails to Forget
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5504
AdvEDM: Fine-grained Adversarial Attack against VLM-based Embodied Agents
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4314
Entropy Rectifying Guidance for Diffusion and Flow Models
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3411
Elastic Robust Unlearning of Specific Knowledge in Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5019
End-to-End Low-Light Enhancement for Object Detection with Learned Metadata from RAWs
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3512
Technical Debt in In-Context Learning: Diminishing Efficiency in Long Context
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2115
MoRE-Brain: Routed Mixture of Experts for Interpretable and Generalizable Cross-Subject fMRI Visual Decoding
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #405
Towards Principled Unsupervised Multi-Agent Reinforcement Learning
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3413
Improving Model Representation and Reducing KV Cache via Skip Connections with First Value Heads
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1411
ICLScan: Detecting Backdoors in Black-Box Large Language Models via Targeted In-context Illumination
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4110
MIRAGE: Assessing Hallucination in Multimodal Reasoning Chains of MLLM
[
Poster]
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5105
PanTS: The Pancreatic Tumor Segmentation Dataset
[
OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3519
DeepKD: A Deeply Decoupled and Denoised Knowledge Distillation Trainer
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4908
DeltaFlow: An Efficient Multi-frame Scene Flow Estimation Method
[
Poster]
[
OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5104
InterMT: Multi-Turn Interleaved Preference Alignment with Human Feedback
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OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #514
How Far Are We from Optimal Reasoning Efficiency?
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OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #204
Simultaneous Statistical Inference for Off-Policy Evaluation in Reinforcement Learning
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{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4510
MedSG-Bench: A Benchmark for Medical Image Sequences Grounding
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{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5206
See&Trek: Training-Free Spatial Prompting for Multimodal Large Language Model
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OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5207
Steering Information Utility in Key-Value Memory for Language Model Post-Training
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OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1112
SpEx: A Spectral Approach to Explainable Clustering
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OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3316
Non-Stationary Lipschitz Bandits
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OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2416
Local Learning for Covariate Selection in Nonparametric Causal Effect Estimation with Latent Variables
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OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4710
VideoLucy: Deep Memory Backtracking for Long Video Understanding
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OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4611
Mitigating Hallucination in VideoLLMs via Temporal-Aware Activation Engineering
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Poster]
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OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4305
High Dynamic Range Imaging with Time-Encoding Spike Camera
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{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2003
Adaptive Fission: Post-training Encoding for Low-latency Spike Neural Networks
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Poster]
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OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3905
Sinusoidal Initialization, Time for a New Start
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{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2510
Feature-aware Modulation for Learning from Temporal Tabular Data
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OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5018
DeblurDiff: Real-Word Image Deblurring with Generative Diffusion Models
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Poster]
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OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5412
NavBench: Probing Multimodal Large Language Models for Embodied Navigation
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Poster]
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OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5505
MARS: A Malignity-Aware Backdoor Defense in Federated Learning
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Poster]
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OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1108
AdaptGrad: Adaptive Sampling to Reduce Noise
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Poster]
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OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4301
Unifying Reconstruction and Density Estimation via Invertible Contraction Mapping in One-Class Classification
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Poster]
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OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1405
BackdoorLLM: A Comprehensive Benchmark for Backdoor Attacks and Defenses on Large Language Models
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{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2304
Benchmarking End-To-End Performance of AI-Based Chip Placement Algorithms
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OpenReview]
{location} Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5100
The Curse of Multi-Modalities: Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio
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OpenReview]
{location} Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4500
V2X-Radar: A Multi-modal Dataset with 4D Radar for Cooperative Perception
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