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Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Skill Learning via Policy Diversity Yields Identifiable Representations for Reinforcement Learning
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
FantasyWorld: Geometry-Consistent World Modeling via Unified Video and 3D Prediction
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
On the Impact of the Utility in Semivalue-based Data Valuation
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Poster]
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
In-Context Learning of Temporal Point Processes with Foundation Inference Models
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Slides]
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SUSD: Structured Unsupervised Skill Discovery through State Factorization
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CE-Nav: Flow-Guided Reinforcement Refinement for Cross-Embodiment Local Navigation
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Poster]
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Designing Affine-Invariant Neural Networks for Photometric Corruption Robustness and Generalization
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Poster]
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
QuRL: Rubrics As Judge For Open-Ended Question Answering
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
VTool-R1: VLMs Learn to Think with Images via Reinforcement Learning on Multimodal Tool Use
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Inferring brain plasticity rule under long-term stimulation with structured recurrent dynamics
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Inference-Time Scaling of Discrete Diffusion Models via Importance Weighting and Optimal Proposal Design
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Embodied Agents Meet Personalization: Investigating Challenges and Solutions Through the Lens of Memory Utilization
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Are Deep Speech Denoising Models Robust to Adversarial Noise?
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
LLaVA-FA: Learning Fourier Approximation for Compressing Large Multimodal Models
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Slides]
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Poster]
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Occupancy Reward Shaping: Improving Credit Assignment for Offline Goal-Conditioned Reinforcement Learning
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
RF-MatID: Dataset and Benchmark for Radio Frequency Material Identification
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Text2Grad: Reinforcement Learning from Natural Language Feedback
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
When to Retrain after Drift: A Data-Only Test of Post-Drift Data Size Sufficiency
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Causal Interpretation of Neural Network Computations with Contribution Decomposition (CODEC)
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Pinet: Optimizing hard-constrained neural networks with orthogonal projection layers
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
The Human Brain as a Dynamic Mixture of Expert Models in Video Understanding
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Uni-DPO: A Unified Paradigm for Dynamic Preference Optimization of LLMs
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Slides]
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Local Linear Attention: An Optimal Interpolation of Linear and Softmax Attention For Test-Time Regression
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Protein Structure Tokenization via Geometric Byte Pair Encoding
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Measuring Physical-World Privacy Awareness of Large Language Models: An Evaluation Benchmark
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Learning to Reason as Action Abstractions with Scalable Mid-Training RL
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Converge Faster, Talk Less: Hessian-Informed Federated Zeroth-Order Optimization
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Reconciling Visual Perception and Generation in Diffusion Models
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
DiffWind: Physics-Informed Differentiable Modeling of Wind-Driven Object Dynamics
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Poster]
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Diffusion Language Models are Provably Optimal Parallel Samplers
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Uncertainty-Aware Gaussian Map for Vision-Language Navigation
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Learning to Weight Parameters for Data Attribution
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
On the Tension Between Optimality and Adversarial Robustness in Policy Optimization
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
RayI2P: Learning Rays for Image-to-Point Cloud Registration
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Poster]
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Non-Asymptotic Analysis of (Sticky) Track-and-Stop
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OpenReview]
Blog Post Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Square Peg, Round Hole: Plugging Non-Sequential Data into Sequential Language Models
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
LoC-Decomp: LLM Autoformalization via Logical Concept Decomposition and Iterative Feedback Correction
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Poster]
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Monitoring Decomposition Attacks with Lightweight Sequential Monitors
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
OpenApps: Simulating Environment Variations to Measure UI Agent Reliability
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Concept-based Adversarial Attack: a Probabilistic Perspective
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
KaLM-Embedding-V2: Superior Training Techniques and Data Inspire A Versatile Embedding Model
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Slides]
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Poster]
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Learning from Algorithm Feedback: One-Shot SAT Solver Guidance with GNNs
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Poster]
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
UniEdit-Flow: Unleashing Inversion and Editing in the Era of Flow Models
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Poster]
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Enhancing Trustworthiness of Fine-Tuned LLMs via Regularized Subset Selection
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
On Fairness of Task Arithmetic: The Role of Task Vectors
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Slides]
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Dual-Branch Representations with Dynamic Gated Fusion and Triple-Granularity Alignment for Deep Multi-View Clustering
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Poster]
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Maximizing Asynchronicity in Event-based Neural Networks
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
WebDevJudge: Evaluating (M)LLMs as Critiques for Web Development Quality
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Stabilizing Off-Policy Reinforcement Learning for LLMs via Balanced Policy Optimization with Adaptive Clipping
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
OmniField: Conditioned Neural Fields for Robust Multimodal Spatiotemporal Learning
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
UNIVERSAL AND EFFICIENT LOADING BALANCING FOR RL TRAINING OF LARGE MULTIMODAL MODELS
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Evaluating Data Influence in Meta Learning
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Earth-Agent: Unlocking the Full Landscape of Earth Observation with Agents
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Expanding the Capability Frontier of LLM Agents with ZPD-Guided Data Synthesis
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
MedVR: Annotation-Free Medical Visual Reasoning via Agentic Reinforcement Learning
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
BranchGRPO: Stable and Efficient GRPO with Structured Branching in Diffusion Models
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Train-before-Test Harmonizes Language Model Rankings
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
A Fano-Style Accuracy Upper Bound for LLM Single-Pass Reasoning in Multi-Hop QA
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
jqBench: a benchmark for reading and editing JSON from natural language and/or examples
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Enhancing Generative Auto-bidding with Offline Reward Evaluation and Policy Search
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
PERSISTENCE SPHERES: BI-CONTINUOUS REPRESENTATIONS OF PERSISTENCE DIAGRAMS.
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Self-Supervised Learning from Structural Invariance
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Improved Adversarial Diffusion Compression for Real-World Video Super-Resolution
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
A Training-Free Framework for Long Video Understanding via Video-Query-Options Similarity
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
InclusiveVidPose: Bridging the Pose Estimation Gap for Individuals with Limb Deficiencies in Video-Based Motion
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
PLAGUE: Plug-and-play Framework for Lifelong Adaptive Generation of Multi-turn Exploits
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CaTs and DAGs: Integrating Directed Acyclic Graphs with Transformers for Causally Constrained Predictions
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Poster]
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
MedLesionVQA: A Multimodal Benchmark Emulating Clinical Visual Diagnosis for Body Surface Health
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
The Limits of Inference Scaling Through Resampling
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Discount Model Search for Quality Diversity Optimization in High-Dimensional Measure Spaces
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Poster]
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Train Once, Answer All: Many Pretraining Experiments for the Cost of One
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Feature segregation by signed weights in artificial vision systems and biological models
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Teaching LLMs to Admit Uncertainty in OCR
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Circuit Insights: Towards Interpretability Beyond Activations
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Composer: A Search Framework for Hybrid Neural Architecture Design
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
PriorGuide: Test-Time Prior Adaptation for Simulation-Based Inference
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
HAMLET: Hyperadaptive Agent-based Modeling for Live Embodied Theatrics
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Slides]
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Poster]
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
HARDTESTGEN: A High-Quality RL Verifier Generation Pipeline for LLM Algorithimic Coding
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
EasyTune: Efficient Step-Aware Fine-Tuning for Diffusion-Based Motion Generation
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Slides]
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Poster]
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Dr.LLM: Dynamic Layer Routing in LLMs
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Estimating Dimensionality of Neural Representations from Finite Samples
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
WRING Out The Bias: A Rotation-Based Alternative To Projection Debiasing
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Neuron-Level Analysis of Cultural Understanding in Large Language Models
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Text-Aware Image Restoration with Diffusion Models
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Off-Trajectory Reasoning: Can LLMs Collaborate on Reasoning Trajectory?
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
RAR: Reversing Visual Attention Re-Sinking for Unlocking Potential in Multimodal Large Language Models
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OpenReview]
Blog Post Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Where’s the Chicken? Unpacking Spatial Awareness in Vision-Language Models
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Reasoning-Aligned Perception Decoupling for Scalable Multi-modal Reasoning
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
AttTok: Marrying Attribute Tokens with Generative Pre-trained Vision-Language Models towards Medical Image Understanding
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Consis-GCPO: Consistency-Preserving Group Causal Preference Optimization for Vision Customization
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
U2-BENCH: Benchmarking Large Vision-Language Models on Ultrasound Understanding
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Poster]
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Rescue: Retrieval Augmented Secure Code Generation
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Neural Predictor-Corrector: Solving Homotopy Problems with Reinforcement Learning
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Slides]
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Poster]
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
ExoPredicator: Learning Abstract Models of Dynamic Worlds for Robot Planning
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Fast training of accurate physics-informed neural networks without gradient descent
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
TangleScore: Tangle-Guided Purge and Imprint for Unstructured Knowledge Editing
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Task-free Adaptive Meta Black-box Optimization
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Poster]
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Discovering alternative solutions beyond the simplicity bias in recurrent neural networks
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
A Relative Error-Based Evaluation Framework of Heterogeneous Treatment Effect Estimators
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Scalable Exploration for High-Dimensional Continuous Control via Value-Guided Flow
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Evidence for Limited Metacognition in LLMs
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Slides]
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Strictly Constrained Generative Modeling via Split Augmented Langevin Sampling
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
E²LoRA: Efficient and Effective Low-Rank Adaptation with Entropy-Guided Adaptive Sharing
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Poster]
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
VisJudge-Bench: Aesthetics and Quality Assessment of Visualizations
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Solving General-Utility Markov Decision Processes in the Single-Trial Regime with Online Planning
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SpatialHand: Generative Object Manipulation from 3D Prespective
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Dynamic-dLLM: Dynamic Cache-Budget and Adaptive Parallel Decoding for Training-Free Acceleration of Diffusion LLM
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Directional Textual Inversion for Personalized Text-to-Image Generation
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
PoseX: AI Defeats Physics-based Methods on Protein Ligand Cross-Docking
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Poster]
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Orak: A Foundational Benchmark for Training and Evaluating LLM Agents on Diverse Video Games
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Not All Bits Are Equal: How Model Scale Changes Memory-Optimal Reasoning
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
GAS: Enhancing Reward-Cost Balance of Generative Model-assisted Offline Safe RL
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
AbdCTBench: Learning Clinical Biomarker Representations from Abdominal Surface Geometry
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Poster]
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Decision Pre-Trained Transformer is a Scalable In-Context Reinforcement Learner
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Poster]
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Reasoning Scaffolding: Distilling the Flow of Thought from LLMs
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Slides]
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Poster]
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
FaLW: A Forgetting-aware Loss Reweighting for Long-tailed Unlearning
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Poster]
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Frozen Priors, Fluid Forecasts: Prequential Uncertainty for Low-Data Deployment with Pretrained Generative Models
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Improving Text-guided CAD Prototyping via Modality-Specific Tokenization
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Poster]
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Visual Jigsaw Post-Training Improves MLLMs
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Poster]
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Dataless Weight Disentanglement in Task Arithmetic via Kronecker-Factored Approximate Curvature
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Why Adversarially Train Diffusion Models?
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OpenReview]
Blog Post Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Performative Prediction made practical
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Test-Time Accuracy-Cost Control in Neural Simulators via Recurrent-Depth
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
DRIFT: Decompose, Retrieve, Illustrate, then Formalize Theorems
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
IterResearch: Rethinking Long-Horizon Agents via Markovian State Reconstruction
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Thinking as Society: Multi-Social-Agent Self-Distillation for Multimodal Misinformation Detection
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Poster]
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Adapting Self-Supervised Representations as a Latent Space for Efficient Generation
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
The Less You Depend, The More You Learn: Synthesizing Novel Views from Sparse, Unposed Images without Any 3D Knowledge
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Is Pure Exploitation Sufficient in Exogenous MDPs with Linear Function Approximation?
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Towards Interpretable Visual Decoding with Attention to Brain Representations
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Poster]
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
KnowProxy: Adapting Large Language Models by Knowledge-guided Proxy
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Slides]
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Alternating Diffusion for Proximal Sampling with Zeroth Order Queries
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Implicit bias produces neural scaling laws in learning curves, from perceptrons to deep networks
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Slides]
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
3DGEER: 3D Gaussian Rendering Made Exact and Efficient for Generic Cameras
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Slides]
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Poster]
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Non-Clashing Teaching in Graphs: Algorithms, Complexity, and Bounds
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
EGG-SR: Embedding Symbolic Equivalence into Symbolic Regression via Equality Graph
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Poster]
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SteinsGate: Adding Causality to Diffusions for Long Video Generation via Path Integral
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
The Spacetime of Diffusion Models: An Information Geometry Perspective
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
HEEGNet: Hyperbolic Embeddings for EEG
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
T-TAMER: Provably Taming Trade-offs in ML Serving
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SLA: Beyond Sparsity in Diffusion Transformers via Fine-Tunable Sparse–Linear Attention
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Slicing Wasserstein over Wasserstein via Functional Optimal Transport
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OpenReview]
Blog Post Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
The effect of feature resolution on embedding dimension
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Revisiting Multimodal Positional Encoding in Vision–Language Models
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Language-guided Open-world Video Anomaly Detection under Weak Supervision
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OpenReview]
Blog Post Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Evaluating Machine Learned Inter-Atomic Potentials for a Practical Simulation Workflow
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SmartChunk Retrieval: Query-Aware Chunk Compression with Planning for Efficient Document RAG
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
BWCache: Accelerating Video Diffusion Transformers through Block-Wise Caching
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Poster]
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Egalitarian Gradient Descent: A Simple Approach to Accelerated Grokking
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Tell me Habibi, is it Real or Fake?
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Slides]
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Newton Method Revisited: Global Convergence Rates up to $O(1/k^3)$ for Stepsize Schedules and Linesearch Procedures
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
AutoSP: Unlocking Long-Context LLM Training Via Compiler-Based Sequence Parallelism
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CircuitSense: A Hierarchical Circuit System Benchmark Bridging Visual Comprehension and Symbolic Reasoning in Engineering Design Process
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Does Higher Interpretability Imply Better Utility? A Pairwise Analysis on Sparse Autoencoders
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Permutation-Consistent Variational Encoding for Incomplete Multi-View Multi-Label Classification
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Evolution and compression in LLMs: on the emergence of human-aligned categorization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Neural Multi-Objective Combinatorial Optimization for Flexible Job Shop Scheduling Problems
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Relatron: Automating Relational Machine Learning over Relational Databases
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Revisiting Confidence Calibration for Misclassification Detection in VLMs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Healthcare Insurance Fraud Detection via Continual Fiedler Vector Graph Model
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Ringleader ASGD: The First Asynchronous SGD with Optimal Time Complexity under Data Heterogeneity
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
StableToken: A Noise-Robust Semantic Speech Tokenizer for Resilient SpeechLLMs
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Characterizing Deep Research: A Benchmark and Formal Definition
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Distractor-free Generalizable 3D Gaussian Splatting
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Pixel3DMM: Versatile Screen-Space Priors for Single-Image 3D Face Reconstruction
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
General search techniques without common knowledge for imperfect-information games, and application to superhuman Fog of War chess
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SC-Arena: A Natural Language Benchmark for Single-Cell Reasoning with Knowledge-Augmented Evaluation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
KANO: Kolmogorov-Arnold Neural Operator
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Q&C: When Quantization Meets Cache in Efficient Generation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Towards Physically Executable 3D Gaussian for Embodied Navigation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Embedding-Based Context-Aware Reranker
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
EdiVal-Agent: An Object-Centric Framework for Automated, Fine-Grained Evaluation of Multi-Turn Editing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
M$^2$-Miner: Multi-Agent Enhanced MCTS for Mobile GUI Agent Data Mining
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Adaptive Conformal Guidance for Learning under Uncertainty
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Universal Value-Function Uncertainties
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Local Geometry Attention for Time Series Forecasting under Realistic Corruptions
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
PSP: Prompt-Guided Self-Training Sampling Policy for Active Prompt Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Hierarchical Encoding Tree with Modality Mixup for Cross-modal Hashing
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CERTIFIED VS. EMPIRICAL ADVERSARIAL ROBUSTNESS VIA HYBRID CONVOLUTIONS WITH ATTENTION STOCHASTICITY
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Joint Distribution–Informed Shapley Values for Sparse Counterfactual Explanations
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SR-Scientist: Scientific Equation Discovery With Agentic AI
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Understanding the Learning Phases in Self-Supervised Learning via Critical Periods
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Explainable LLM Unlearning through Reasoning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Triple-BERT: Do We Really Need MARL for Order Dispatch on Ride-Sharing Platforms?
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Some Neural Networks Inherently Preserve Subspace Clustering Structure
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
LiveWeb-IE: A Benchmark For Online Web Information Extraction
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Semi-Parametric Contextual Pricing with General Smoothness
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Resurfacing the Instance-only Dependent Label Noise Model through Loss Correction
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Critic–Adviser–Reviser Cyclic Refinement: Towards High-Quality EMR Corpus Generation with LLMs
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Towards Spatial Supersensing in Video
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Guided Flow Policy: Learning from High-Value Actions in Offline Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
FieryGS: In-the-Wild Fire Synthesis with Physics-Integrated Gaussian Splatting
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SketchEvo: Leveraging Drawing Dynamics for Enhanced Image Synthesis
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Hubble: a Model Suite to Advance the Study of LLM Memorization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
On the Direction of RLVR Updates for LLM Reasoning: Identification and Exploitation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Mitigating the Curse of Detail: Scaling Arguments for Feature Learning and Sample Complexity
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
On Discovering Algorithms for Adversarial Imitation Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
ASSESS: A Semantic and Structural Evaluation Framework for Statement Similarity
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Interpolation-Based Conditioning of Flow Matching Models for Bioisosteric Ligand Design
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Representation-Based Exploration for Language Models: From Test-Time to Post-Training
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Scaling Agents via Continual Pre-training
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
OpenPros: A Large-Scale Dataset for Limited View Prostate Ultrasound Computed Tomography
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Federated Learning of Quantile Inference under Local Differential Privacy
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Smooth Calibration Error: Uniform Convergence and Functional Gradient Analysis
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Boosted Trees on a Diet: Compact Models for Resource-Constrained Devices
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
DeepWeightFlow: Re-Basined Flow Matching for Generating Neural Network Weights
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
WholeBodyVLA: Towards Unified Latent VLA for Whole-body Loco-manipulation Control
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
To Compress or Not? Pushing the Frontier of Lossless GenAI Model Weights Compression with Exponent Concentration
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
JailbreakLoRA: Your Downloaded LoRA from Sharing Platforms might be Unsafe
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Autonomous Play with Correspondence-Driven Trajectory Warping
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
RealBench: A Benchmark for Complex Physical Systems with Real-World Data
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
C-Voting: Confidence-Based Test-Time Voting without Explicit Energy Functions
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
A2ASecBench: A Protocol-Aware Security Benchmark for Agent-to-Agent Multi-Agent Systems
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Map as a Prompt: Learning Multi-Modal Spatial-Signal Foundation Models for Cross-scenario Wireless Localization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Semantic Voting: A Self-Evaluation-Free Approach for Efficient LLM Self-Improvement on Unverifiable Open-ended Tasks
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
TVTSyn: Content-Synchronous Time-Varying Timbre for Streaming Voice Conversion and Anonymization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Buckingham $\pi$-Invariant Test‑Time Projection for Robust PDE Surrogate Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Trace Anything: Representing Any Video in 4D via Trajectory Fields
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Training Large Language Models To Reason In Parallel With Global Forking Tokens
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
VideoAnchor: Reinforcing Subspace-Structured Visual Cues for Coherent Visual-Spatial Reasoning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
R-WoM: Retrieval-augmented World Model For Computer-use Agents
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
On the Bayes Inconsistency of Disagreement Discrepancy Surrogates
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Hierarchical Semantic-Acoustic Modeling via Semi-Discrete Residual Representations for Expressive End-to-End Speech Synthesis
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SynCoGen: Synthesizable 3D Molecule Generation via Joint Reaction and Coordinate Modeling
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Advancing Multi-agent Traffic Simulation via R1-Style Reinforcement Fine-Tuning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Reinforcement Learning for Machine Learning Engineering Agents
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
PartSAM: A Scalable Promptable Part Segmentation Model Trained on Native 3D Data
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
sleep2vec: Unified Cross-Modal Alignment for Heterogeneous Nocturnal Biosignals
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Darwin Gödel Machine: Open-Ended Evolution of Self-Improving Agents
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Flow Actor-Critic for Offline Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
RMFlow: Refined Mean Flow by a Noise-Injection Step for Multimodal Generation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Exploring the Limits of Sub-Billion Language Model Reasoners with Open Training Recipes
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
WorldGym: World Model as An Environment for Policy Evaluation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
STEM: SCALING TRANSFORMERS WITH EMBEDDING MODULES
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Color3D: Controllable and Consistent 3D Colorization with Personalized Colorizer
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Mechanistic Detection and Mitigation of Hallucination in Large Reasoning Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Enhancing Agentic Search via Data Synthesis on Hierarchical Constraint Satisfaction
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Loc$^{2}$: Interpretable Cross-View Localization via Depth-Lifted Local Feature Matching
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Preserving Forgery Artifacts: AI-Generated Video Detection at Native Scale
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CHROMA: Consistent Harmonization of Multi-View Appearance via Bilateral Grid Prediction
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Revisiting Matrix Sketching in Linear Bandits: Achieving Sublinear Regret via Dyadic Block Sketching
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
GuidedSampling: Steering LLMs Towards Diverse Candidate Solutions at Inference-Time
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Pusa V1.0: Unlocking Temporal Control in Pretrained Video Diffusion Models via Vectorized Timestep Adaptation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
STAIRS-Former: Spatio-Temporal Attention with Interleaved Recursive Structure TransFormer for Offline Mulit-task Multi-agent Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Beyond Instance-Level Alignment: Dual-Level Optimal Transport for Audio-Text Retrieval
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Inductive Reasoning for Temporal Knowledge Graphs with Emerging Entities
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
WFR-FM: Simulation-Free Dynamic Unbalanced Optimal Transport
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
The Geometry and Topology of Circuits: the Manifolds of Modular Addition
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
GRO-RAG: Gradient-aware Re-rank Optimization for Multi-source Retrieval-Augmented Generation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Detection of unknown unknowns in autonomous systems
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Gradient-Normalized Smoothness for Optimization with Approximate Hessians
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Uncovering Conceptual Blindspots in Generative Image Models Using Sparse Autoencoders
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
WinT3R: Window-Based Streaming Reconstruction with Camera Token Pool
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
RAG4DMC: Retrieval-Augmented Generation for Data-Level Modality Completion
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
HistoPrism: Unlocking Functional Pathway Analysis from Pan-Cancer Histology via Gene Expression Prediction
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
A Tale of Two Smoothness Notions: Adaptive Optimizers and Non-Euclidean Descent
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
On Natural Ways to Generate and Their Provable Power
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CoDA: From Text-to-Image Diffusion Models to Truly Training-Free Dataset Distillation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
ACE-Bench: Benchmarking Agentic Coding in End-to-End Development of Complex Features
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
LumosX: Relate Any Identities with Their Attributes for Personalized Video Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Reliable Weak-to-Strong Monitoring of LLM Agents
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
One Life to Learn: Inferring Symbolic World Models for Stochastic Environments from Unguided Exploration
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Intrinsic Entropy of Context Length Scaling in LLMs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Anatomy-aware Representation Learning for Medical Ultrasound
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Plug, Play, and Fortify: A Low-Cost Module for Robust Multimodal Image Understanding Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Greater than the Sum of Its Parts: Building Substructure into Protein Encoding Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
GTool: Graph Enhanced Tool Planning with Large Language Model
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Uncertainty-Aware Diagnostics for Physics-Informed Machine Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
ReDDiT: Rehashing Noise for Discrete Visual Generation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Distribution-Aware Multi-Granularity Phase Coding: Towards Lower Conversion Error for Spike-Driven Large Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
A$^2$Search: Ambiguity-Aware Question Answering with Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Exploring Real-Time Super-Resolution: Benchmarking and Fine-Tuning for Streaming Content
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Token-level Data Selection for Safe LLM Fine-tuning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
How Many Code and Test Cases Are Enough? Evaluating Test Cases Generation from a Binary-Matrix Perspective
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Developmental Federated Tuning: A Cognitive-Inspired Paradigm for Efficient LLM Adaptation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Data Selection for LLM Alignment Using Fine-Grained Preferences
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CerebraGloss: Instruction-Tuning a Large Vision-Language Model for Fine-Grained Clinical EEG Interpretation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Bi-directional Bias Attribution: Debiasing Large Language Models without Modifying Prompts
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
PERSONA: Dynamic and Compositional Inference-Time Personality Control via Activation Vector Algebra
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
From Curiosity to Caution: Mitigating Reward Hacking for Best-of-$N$ with Pessimism
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Learning on a Razor’s Edge: Identifiability and Singularity of Polynomial Neural Networks
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
When to use Graphs in RAG: A Comprehensive Analysis for Graph Retrieval-Augmented Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
FinSearchComp: Towards a Realistic, Expert-Level Evaluation of Financial Search and Reasoning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Temperature as a Meta-Policy: Adaptive Temperature in LLM Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
ForestPersons: A Large-Scale Dataset for Under-Canopy Missing Person Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Cancer-Myth: Evaluating Large Language Models on Patient Questions with False Presuppositions
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Gradient Descent with Large Step Sizes: Chaos and Fractal Convergence Region
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CLAUSE: Agentic Neuro-Symbolic Knowledge Graph Reasoning via Dynamic Learnable Context Engineering
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
MVAR: Visual Autoregressive Modeling with Scale and Spatial Markovian Conditioning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Lightweight Spatio-Temporal Modeling via Temporally Shifted Distillation for Real-Time Accident Anticipation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Imitation Learning as Return Distribution Matching
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CheckMate! Watermarking Graph Diffusion Models in Polynomial Time
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Balancing the Experts: Unlocking LoRA-MoE for GRPO via Mechanism-Aware Rewards
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
TusoAI: Agentic Optimization for Scientific Methods
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Poisson Midpoint Method for Log Concave Sampling: Beyond the Strong Error Lower Bounds
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
AP-OOD: Attention Pooling for Out-of- Distribution Detection
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Memory, Benchmark & Robots: A Benchmark for Solving Complex Tasks with Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Scaling Direct Feedback Learning with Theoretical Guarantees
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
There Was Never a Bottleneck in Concept Bottleneck Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
VeriRole: Verifiable Role-Awareness through Hint-Guided Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Rethinking Driving World Model as Synthetic Data Generator for Perception Tasks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CryoLVM: Self-supervised Learning from Cryo-EM Density Maps with Large Vision Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Ads that Stick: Near-Optimal Ad Optimization through Psychological Behavior Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Obscure but Effective: Classical Chinese Jailbreak Prompt Optimization via Bio-Inspired Search
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
MoSA: Mosaic Shared Adaptation of Large Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Social Agents: Collective Intelligence Improves LLM Predictions
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
PetaGAIL++: Utility Optimized Private Trajectory Generation with Imitation Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Transformers as a Measure-Theoretic Associative Memory: A Statistical Perspective
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
The Price of Robustness: Stable Classifiers Need Overparameterization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Score-based Greedy Search for Structure Identification of Partially Observed Linear Causal Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SemHiTok: A Unified Image Tokenizer via Semantic-Guided Hierarchical Codebook for Multimodal Understanding and Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
How Do Medical MLLMs Fail? A Study on Visual Grounding in Medical Images
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Multi-Resolution Score-Based Variational Graphical Diffusion for Causal Inference on Latent Systems
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Minimax Optimal Adversarial Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Dichotomous Diffusion Policy Optimization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
DiffAdapt: Difficulty-Adaptive Reasoning for Token-Efficient LLM Inference
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
One-Step Flow Q-Learning: Addressing the Diffusion Policy Bottleneck in Offline Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Verification of the Implicit World Model in a Generative Model via Adversarial Sequences
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Progressive Online Video Understanding with Evidence-Aligned Timing and Transparent Decisions
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CP-Agent: Context‑Aware Multimodal Reasoning for Cellular Morphological Profiling under Chemical Perturbations
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
GaitSnippet: Gait Recognition Beyond Unordered Sets and Ordered Sequences
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Consistency Geodesic Bridge: Image Restoration with Pretrained Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
WorldSense: Evaluating Real-world Omnimodal Understanding for Multimodal LLMs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Pay Less Attention to Function Words for Free Robustness of Vision-Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
BoRA: Towards More Expressive Low-Rank Adaptation with Block Diversity
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Real-Time Motion-Controllable Autoregressive Video Diffusion
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Evaluating Intuitive Physics Understanding in Video Diffusion Models via Likelihood Preference
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
POEMetric: The Last Stanza of Humanity
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Cortical Policy: A Dual-Stream View Transformer for Robotic Manipulation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SCI-Verifier: Scientific Verifier with Thinking
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Conditional Advantage Estimation for Reinforcement Learning in Large Reasoning Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
ASMIL: Attention-Stabilized Multiple Instance Learning for Whole-Slide Imaging
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Streaming Drag-Oriented Interactive Video Manipulation: Drag Anything, Anytime!
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
MMR-Life: Piecing Together Real-life Scenes for Multimodal Multi-image Reasoning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
MobileCLIP2: Improving Multi-Modal Reinforced Training
[
Poster]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
LeRobot: An Open-Source Library for End-to-End Robot Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Agentic Jigsaw Interaction Learning for Enhancing Visual Perception and Reasoning in Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
OmniVinci: Enhancing Architecture and Data for Omni-Modal Understanding LLM
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Steering Evaluation-Aware Language Models To Act Like They Are Deployed
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Identity-Free Deferral For Unseen Experts
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Soft Equivariance Regularization for Invariant Self-Supervised Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Is This Just Fantasy? Language Model Representations Reflect Human Judgments of Event Plausibility
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
V2P-Bench: Evaluating Video-Language Understanding with Visual Prompts for Better Human-Model Interaction
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
COMPACT: COMPositional Atomic-to-Complex Visual Capability Tuning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Path Matters: Unveiling Geometric Implicit Bias via Curvature-Aware Sparse View Optimization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Can Language Models Discover Scaling Laws?
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
BideDPO: Conditional Image Generation with Simultaneous Text and Condition Alignment
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
3D Aware Region Prompted Vision Language Model
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Towards Understanding the Shape of Representations in Protein Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Human-MME: A Holistic Evaluation Benchmark for Human-Centric Multimodal Large Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Uncovering Robot Vulnerabilities through Semantic Potential Fields
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Taming Curvature: Architecture Warm-up for Stable Transformer Training
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Causal Discovery in the Wild: A Voting-Theoretic Ensemble Approach
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Late-to-Early Training: LET LLMs Learn Earlier, So Faster and Better
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Toward Practical Equilibrium Propagation: Brain-inspired Recurrent Neural Network with Feedback Regulation and Residual Connections
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
BaseReward: A Strong Baseline for Multimodal Reward Model
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
RPG: A Repository Planning Graph for Unified and Scalable Codebase Generation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
MoNE: Replacing Redundant Experts with Lightweight Novices for Structured Pruning of MoE
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
A Hidden Semantic Bottleneck in Conditional Embeddings of Diffusion Transformers
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Ground Slow, Move Fast: A Dual-System Foundation Model for Generalizable Vision-Language Navigation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Evaluating SAE interpretability without generating explanations
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
VIRTUE: Visual-Interactive Text-Image Universal Embedder
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Structured Flow Autoencoders: Learning Structured Probabilistic Representations with Flow Matching
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Generalised Flow Maps for Few-Step Generative Modelling on Riemannian Manifolds
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Rolling Forcing: Autoregressive Long Video Diffusion in Real Time
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Contact Wasserstein Geodesics for Non-Conservative Schrödinger Bridges
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Geometric Autoencoder Priors for Bayesian Inversion: Learn First Observe Later
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Flow Expansion via Verifier-Constrained Noised State Space Exploration
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Bringing Stability to Diffusion: Decomposing and Reducing Variance of Training Masked Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
A Revisit of Active Sequential Prediction-Powered Mean Estimation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Learning Domain-Aware Task Prompt Representations for Multi-Domain All-in-One Image Restoration
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Unveiling Super Experts in Mixture-of-Experts Large Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
R2-Dreamer: Redundancy-Reduced World Models without Decoders or Augmentation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
One Skill, Many Websites: Learning Generalizable Skills Through Polymorphic Abstraction
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Universal Multi-Domain Translation via Diffusion Routers
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
The Lattice Geometry of Neural Network Quantization: A Short Equivalence Proof of GPTQ and Babai's algorithm
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Implicit Bias of Per-sample Adam on Separable Data: Departure from the Full-batch Regime
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
DCFold: Efficient Protein Structure Generation with Single Forward Pass
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Let's (not) just put things in Context: Test-time Training for Long-context LLMs
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Empowering LLM Tool Invocation with Tool-call Reward Model
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Human Uncertainty-Aware Data Selection and Automatic Labeling in Visual Question Answering
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
PolySHAP: Extending KernelSHAP with Interaction-Informed Polynomial Regression
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CoDA: Agentic Systems for Collaborative Data Visualization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Ice Cream Doesn’t Cause Drowning: Benchmarking LLMs Against Statistical Pitfalls in Causal Inference
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
FZOO: Fast Zeroth-Order Optimizer for Fine‑Tuning Large Language Models towards Adam‑Scale Speed
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
HGNet: Scalable Foundation Model for Automated Knowledge Graph Generation from Scientific Literature
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Seesaw: Accelerating Training by Balancing Batch Size and Learning Rate Scheduling
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Improving LLM Alignment with References
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
NIMO: a Nonlinear Interpretable MOdel
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Fair Conformal Classification via Learning Representation-Based Groups
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Learning an Image Editing Model without Image Editing Pairs
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
RLVER: Reinforcement Learning with Verifiable Emotion Rewards for Empathetic Agents
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Near-Optimal Sample Complexity Bounds for Constrained Average-Reward MDPs
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Distilled Pretraining: A modern lens of Data, In-Context Learning and Test-Time Scaling
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
A Brain Graph Foundation Model: Pre-Training and Prompt-Tuning across Broad Atlases and Disorders
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
DreamCS: Geometry-Aware Text-to-3D Generation with Unpaired 3D Reward Supervision
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
On the Expressive Power of GNNs for Boolean Satisfiability
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
OPRIDE: Efficient Offline Preference-based Reinforcement Learning via In-Dataset Exploration
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CLIP-FMoE: Scalable CLIP via Fused Mixture-of-Experts with Enforced Specialization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Task Vectors, Learned Not Extracted: Performance Gains and Mechanistic Insights
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Shuffle-R1: Efficient RL framework for Multimodal Large Language Models via Data-centric Dynamic Shuffle
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
LiteGuard: Efficient Task-Agnostic Model Fingerprinting with Enhanced Generalization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Accelerating Materials Design via LLM-Guided Evolutionary Search
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Structured Reasoning for LLMs: A Unified Framework for Efficiency and Explainability
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Sample More to Think Less: Group Filtered Policy Optimization for Concise Reasoning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Generation then Reconstruction: Accelerating Masked Autoregressive Models via Two-Stage Sampling
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Independence Test for Linear Non-Gaussian Data and Applications in Causal Discovery
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
UltraMemV2: Memory Networks Scaling to 120B Parameters with Superior Long-Context Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Taming Polysemanticity in LLMs: Theory-Grounded Feature Recovery via Sparse Autoencoders
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Unveiling the Mechanism of Continuous Representation Full-Waveform Inversion: A Wave Based Neural Tangent Kernel Framework
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Bilinear relational structure fixes reversal curse and enables consistent model editing
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Hyper-SET: Designing Transformers via Hyperspherical Energy Minimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Scaling Multi-Task Bayesian Optimization with Large Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SwiftTS: A Swift Selection Framework for Time Series Pre-trained Models via Multi-task Meta-Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
WebSeer: Training Deeper Search Agents through Reinforcement Learning with Self-Reflection
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Qronos: Correcting the Past by Shaping the Future... in Post-Training Quantization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Subquadratic Algorithms and Hardness for Attention with Any Temperature
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Transitive RL: Value Learning via Divide and Conquer
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Search Self-Play: Pushing the Frontier of Agent Capability without Supervision
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Frequency-Domain Better than Time-Domain for Causal Structure Recovery in Dynamical Systems on Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
StoryAlign: Evaluating and Training Reward Models for Story Generation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Automating the Refinement of Reinforcement Learning Specifications
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
TriQDef: Disrupting Semantic and Gradient Alignment to Prevent Adversarial Patch Transferability in Quantized Neural Networks
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Differentiable Model Predictive Control on the GPU
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Learning Exposure Mapping Functions for Inferring Heterogeneous Peer Effects
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Conformal Robustness Control: A New Strategy for Robust Decision
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
A Sharp KL-Convergence Analysis for Diffusion Models under Minimal Assumptions
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Arbitrary Generative Video Interpolation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Benchmarking Overton Pluralism in LLMs
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Setting up for failure: automatic discovery of the neural mechanisms of cognitive errors
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Pyramid Patchification Flow for Visual Generation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Forget Forgetting: Continual Learning in a World of Abundant Memory
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Achieving low-bit Muon through subspace preservation and grid quantization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
TrimR: Verifier-based Training-Free Thinking Trimming for Efficient Test-Time Scaling
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CONCUR: A Framework for Continual Constrained and Unconstrained Routing
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Align-Then-stEer: Adapting the Vision-Language Action Models through Unified Latent Guidance
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
StochasTok: Improving Fine-Grained Subword Understanding in LLMs
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
What Exactly Does Guidance Do in Masked Discrete Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
DriveVLA-W0: World Models Amplify Data Scaling Law in Autonomous Driving
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Disentangling Length Bias in Preference Learning via Response-Conditioned Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Rewarding Doubt: A Reinforcement Learning Approach to Calibrated Confidence Expression of Large Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Redirection for Erasing Memory (REM): Towards a universal unlearning method for corrupted data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Towards Better Branching Policies: Leveraging the Sequential Nature of Branch-and-Bound Tree
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
C-Evolve: Consensus-based Evolution for Prompt Groups
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
TrainRef: Curating Data with Label Distribution and Minimal Reference for Accurate Prediction and Reliable Confidence
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Sharpness-Aware Minimization in Logit Space Efficiently Enhances Direct Preference Optimization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Learnable Fractional Superlets with a Spectro-Temporal Emotion Encoder for Speech Emotion Recognition
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
3D RNA Inverse Design with Reinforcement Learning-Guided Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Convergence of Muon with Newton-Schulz
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Learning Semi-Structured Sparsity for LLMs via Shared and Context-Aware Hypernetwork
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
ThinkMorph: Emergent Properties in Multimodal Interleaved Chain-of-Thought Reasoning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
LongLive: Real-time Interactive Long Video Generation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Constantly Improving Image Models Need Constantly Improving Benchmarks
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Command-V: Training-Free Representation Finetuning Transfer
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
LongRLVR: Long-Context Reinforcement Learning Requires Verifiable Context Rewards
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Disentangled representation learning through unsupervised symmetry group discovery
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Discrete Bayesian Sample Inference for Graph Generation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Consistent Noisy Latent Rewards for Trajectory Preference Optimization in Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
OpenEstimate: Evaluating LLMs on Probabilistic Estimation with Real-World Data
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Efficient Morphology–Control Co-Design via Stackelberg PPO under Non-Differentiable Leader–Follower Interfaces
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Towards Real-World Routing with Neural Combinatorial Optimization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
AMemGym: Interactive Memory Benchmarking for Assistants in Long-Horizon Conversations
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Temporal Slowness in Central Vision Drives Semantic Object Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Align Once, Benefit Multilingually: Enforcing Multilingual Consistency for LLM Safety Alignment
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Spectrum Tuning: Post-Training for Distributional Coverage and In-Context Steerability
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
What Matters for Batch Online Reinforcement Learning in Robotics?
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Mathesis: Towards Formal Theorem Proving from Natural Languages
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Explainable Mixture Models through Differentiable Rule Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Adaptive Conformal Prediction via Mixture-of-Experts Gating Similarity
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Nesterov Finds GRAAL: Optimal and Adaptive Gradient Method for Convex Optimization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
EffiVMT: Video Motion Transfer via Efficient Spatial-Temporal Decoupled Finetuning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Stackelberg Learning from Human Feedback: Preference Optimization as a Sequential Game
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Weak Correlations as the Underlying Principle for Linearization of Gradient-Based Learning Systems
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
xRFM: Accurate, scalable, and interpretable feature learning models for tabular data
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Flow-Based Single-Step Completion for Efficient and Expressive Policy Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Mixture of Contexts for Long Video Generation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
PepTri: Tri-Guided All-Atom Diffusion for Peptide Design via Physics, Evolution, and Mutual Information
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
RedTeamCUA: Realistic Adversarial Testing of Computer-Use Agents in Hybrid Web-OS Environments
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Reducing Semantic Mismatch in Brain-to-Text Decoding Through Personalized Multimodal Masking
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Sparling: End-to-End Spatial Concept Learning via Extremely Sparse Activations
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Nemotron-Research-Tool-N1: Exploring Tool-Using Language Models with Reinforced Reasoning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
What Scales in Cross-Entropy Scaling Law?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Death of the Novel(ty): Beyond N-Gram Novelty as a Metric for Textual Creativity
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Bridging the Gap Between Promise and Performance for FP4 Quantization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Softmax is not Enough (for Adaptive Conformal Classification)
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
VeriCoT: Neuro-symbolic Chain-of-Thought Validation via Logical Consistency Checks
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
PICS: Pairwise Image Compositing with Spatial Interactions
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Draft-based Approximate Inference for LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Your Language Model Secretly Contains Personality Subnetworks
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Activation Steering with a Feedback Controller
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Sparsity Forcing: Reinforcing Token Sparsity of MLLMs
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
RATE-DISTORTION OPTIMIZED COMMUNICATION FOR COLLABORATIVE PERCEPTION
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Towards Learned Optimization Free Lunch
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Enhancing Multivariate Time Series Forecasting with Global Temporal Retrieval
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
How to Lose Inherent Counterfactuality in Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Rethinking Continual Learning with Progressive Neural Collapse
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Riemannian Federated Learning via Averaging Gradient Streams
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Structural Inference: Interpreting Small Language Models with Susceptibilities
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Jailbreak Transferability Emerges from Shared Representations
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Quantum machine learning advantages beyond hardness of evaluation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Confident and Adaptive Generative Speech Recognition via Conformal Risk Control
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Fair Policy Aggregation from Standard Policy Optimization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
On the Interpolation Effect of Score Smoothing in Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Skirting Additive Error Lower Bounds for Private Turnstile Streams
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Learning to Reason over Continuous Tokens with Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Persona Features Control Emergent Misalignment
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Efficient Testing for Correlation Clustering: Improved Algorithms and Optimal Bounds
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
COLD-Steer: Steering Large Language Models via In-Context One-step Learning Dynamics
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Robust Decision-Making with Partially Calibrated Forecasters
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Natural Language PDDL (NL-PDDL) for Open-world Goal-oriented Commonsense Regression Planning in Embodied AI
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Align to Misalign: Automatic LLM Jailbreak with Meta-Optimized LLM Judges
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Polychromic Objectives for Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Concept-TRAK: Understanding how diffusion models learn concepts through concept attribution
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Quadratic Direct Forecast for Training Multi-Step Time-Series Forecast Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Naming to Learn: Class Incremental Learning for Vision-Language Model with Unlabeled Data
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
EventFlash: Towards Efficient MLLMs for Event-Based Vision
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Disco: Densely-overlapping Cell Instance Segmentation via Adjacency-aware Collaborative Coloring
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Probabilistic Kernel Function for Fast Angle Testing
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Trapped by simplicity: When Transformers fail to learn from noisy features
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
HiPO: Self-Hint Policy Optimization for RLVR
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
ProxyThinker: Test-Time Guidance through Small Visual Reasoners
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Efficient Agent Training for Computer Use
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
A$^2$FM: An Adaptive Agent Foundation Model for Tool-Aware Hybrid Reasoning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Chunking the Critic: A Transformer-based Soft Actor-Critic with N-Step Returns
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
TEMPFLOW-GRPO: WHEN TIMING MATTERS FOR GRPO IN FLOW MODELS
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
ReSplat: Degradation-agnostic Feed-forward Gaussian Splatting via Self-guided Residual Diffusion
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SAIL: Self-Amplified Iterative Learning for Diffusion Model Alignment with Minimal Human Feedback
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Unmute the Patch Tokens: Rethinking Probing in Multi-Label Audio Classification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
UniF$^2$ace: A $\underline{Uni}$fied $\underline{F}$ine-grained $\underline{Face}$ Understanding and Generation Model
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Guided Query Refinement: Multimodal Hybrid Retrieval with Test-Time Optimization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Not-a-Bandit: Provably No-Regret Drafter Selection in Speculative Decoding for LLMs
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Towards Text-Mask Consistency in Medical Image Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Glance for Context: Learning When to Leverage LLMs for Node-Aware GNN-LLM Fusion
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
JALMBench: Benchmarking Jailbreak Vulnerabilities in Audio Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
PMI: Flow-Based Inversion Correction via Proximal Operator
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
OWL : Geometry-Aware Spatial Reasoning for Audio Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Optimistic Task Inference for Behavior Foundation Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
TD-JEPA: Latent-predictive Representations for Zero-Shot Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Rethinking Model Calibration through Spectral Entropy Regularization in Medical Image Segmentation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Can Large Language Models Match the Conclusions of Systematic Reviews?
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Efficient Learning on Large Graphs using a Densifying Regularity Lemma
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Random Anchors with Low-rank Decorrelated Learning: A Minimalist Pipeline for Class-Incremental Medical Image Classification
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SurvHTE-Bench: A Benchmark for Heterogeneous Treatment Effect Estimation in Survival Analysis
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Repurposing Foundation Model for Generalizable Medical Time Series Classification
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Conformalized Survival Counterfactuals Prediction for General Right-Censored Data
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
KnowledgeSmith: Uncovering Knowledge Updating in LLMs with Model Editing and Unlearning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
ChainMPQ: Interleaved Text-Image Reasoning Chains for Mitigating Relation Hallucinations
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Sem-MoE: Semantic-aware Model-Data Collaborative Scheduling for Efficient MoE Inference
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Panda: A pretrained forecast model for chaotic dynamics
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Enhanced Continual Learning of Vision-Language Models with Model Fusion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Distributional Consistency Loss: Beyond Pointwise Data Terms in Inverse Problems
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Demystifying Emergent Exploration in Goal-Conditioned RL
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Capturing Visual Environment Structure Correlates with Control Performance
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Fine-R1: Make Multi-modal LLMs Excel in Fine-Grained Visual Recognition by Chain-of-Thought Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
TrustJudge: Inconsistencies of LLM-as-a-Judge and How to Alleviate Them
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Self-Predictive Representations for Combinatorial Generalization in Behavioral Cloning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
What Layers When: Learning to Skip Compute in LLMs with Residual Gates
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
A universal compression theory: Lottery ticket hypothesis and superpolynomial scaling laws
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
HBO: Hierarchical Balancing Optimization for Fine-Tuning Large Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Advancing End-to-End Pixel-Space Generative Modeling via Self-Supervised Pre-Training
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Code Driven Planning with Domain-Adaptive Selector
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CooperTrim: Adaptive Data Selection for Uncertainty-Aware Cooperative Perception
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Lean Finder: Semantic Search for Mathlib That Understands User Intents
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
RoboOmni: Proactive Robot Manipulation in Omni-modal Context
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Bridging Successor Measure and Online Policy Learning with Flow Matching-Based Representations
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Learn More with Less: Uncertainty Consistency Guided Query Selection for RLVR
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Test-Time Scaling with Reflective Generative Model
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Behavioral Embeddings of Programs: A Quasi-Dynamic Approach for Optimization Prediction
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
The Gaussian-Head OFL Family: One-Shot Federated Learning from Client Global Statistics
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SRFT: A Single-Stage Method with Supervised and Reinforcement Fine-Tuning for Reasoning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Bayesian Ensemble for Sequential Decision-Making
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Visual Autoregressive Modeling for Instruction-Guided Image Editing
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
How Dark Patterns Manipulate Web Agents
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
FACET: A Fragment-Aware Conformer Ensemble Transformer
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
FlowBind: Efficient Any-to-Any Generation with Bidirectional Flows
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
LayerSync: Self-aligning Intermediate Layers
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Language Model Planning from an Information Theoretic Perspective
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Graph homophily booster: Rethinking the role of discrete features on heterophilic graphs
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Fed-Duet: Dual Expert-Orchestrated Framework for Continual Federated Vision-Language Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Discovering Diverse Behaviors via Temporal Contrastive Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Adaptive Augmentation-Aware Latent Learning for Robust LiDAR Semantic Segmentation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
HEIST: A Graph Foundation Model for Spatial Transcriptomics and Proteomics Data
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Pitfalls in Evaluating Language Model Forecasters
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
EgoWorld: Translating Exocentric View to Egocentric View using Rich Exocentric Observations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Learning of Population Dynamics: Inverse Optimization Meets JKO Scheme
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
KV-Cache Transform Coding for Compact Storage in LLM Inference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Human-LLM Collaborative Feature Engineering for Tabular Data
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Robustify Spiking Neural Networks via Dominant Singular Deflation under Heterogeneous Training Vulnerability
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Q-Learning with Fine-Grained Gap-Dependent Regret
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Benchmarking LLM Tool-Use in the Wild
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Accessible, Realistic, and Fair Evaluation of Positive-Unlabeled Learning Algorithms
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Composition of Memory Experts for Diffusion World Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Statistical Guarantees for Offline Domain Randomization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
In-Context Watermarks for Large Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Revolutionizing Reinforcement Learning Framework for Diffusion Large Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CyberGym: Evaluating AI Agents' Real-World Cybersecurity Capabilities at Scale
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
DevOps-Gym: Benchmarking AI Agents in Software DevOps Cycle
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Holistic Agent Leaderboard: The Missing Infrastructure for AI Agent Evaluation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
COSMOS: A Hybrid Adaptive Optimizer for Efficient Training of Large Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Online Learning and Equilibrium Computation with Ranking Feedback
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Differentially Private Equilibrium Finding in Polymatrix Games
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Boosting for Predictive Sufficiency
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Musculoskeletal simulation of limb movement biomechanics in Drosophila melanogaster
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
MCP-Bench: Benchmarking Tool-Using LLM Agents with Complex Real-World Tasks via MCP Servers
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Covariate-Guided Clusterwise Linear Regression for Generalization to Unseen Data
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
New Hybrid Fine-Tuning Paradigm for LLMs: Algorithm Design and Convergence Analysis Framework
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Gradient-Sign Masking for Task Vector Transport Across Pre-Trained Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
RAVENEA: A Benchmark for Multimodal Retrieval-Augmented Visual Culture Understanding
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Efficient Degradation-agnostic Image Restoration via Channel-Wise Functional Decomposition and Manifold Regularization
[
OpenReview]
Blog Post Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
dLLM - Rethinking Generation Beyond Autoregressive Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Neural Graduated Assignment for Maximum Common Edge Subgraphs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Learning to Segment for Vehicle Routing Problems
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Neural Compression of 3D Meshes using Sparse Implicit Representation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Towards a Universally Transferable Acceleration Method for Density Functional Theory
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
The Geometry of Reasoning: Flowing Logics in Representation Space
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Cross-Domain Policy Optimization via Bellman Consistency and Hybrid Critics
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Samples Are Not Equal: A Sample Selection Approach for Deep Clustering
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Test-Time Alignment for Large Language Models via Textual Model Predictive Control
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Improving Feasibility via Fast Autoencoder-Based Projections
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Flattery, Fluff, and Fog: Diagnosing and Mitigating Idiosyncratic Biases in Preference Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Real-Time Robot Execution with Masked Action Chunking
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Enhancing Persona Following at Decoding Time via Dynamic Importance Estimation for Role-Playing Agents
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Automated Stateful Specialization for Adaptive Agent Systems
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Systematic Biosafety Evaluation of DNA Language Models under Jailbreak Attacks
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
VideoChat-Flash: Hierarchical Compression for Long-Context Video Modeling
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Communication-Efficient Decentralized Optimization via Double-Communication Symmetric ADMM
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Low-Latency Neural LiDAR Compression with 2D Context Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
ARES: Multimodal Adaptive Reasoning via Difficulty-Aware Token-Level Entropy Shaping
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Revisiting [CLS] and Patch Token Interaction in Vision Transformers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
StructEval: Benchmarking LLMs' Capabilities to Generate Structural Outputs
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
AssoMem: Scalable Memory QA with Multi-Signal Associative Retrieval
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
FALCON: Few-step Accurate Likelihoods for Continuous Flows
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
KnowGuard: Knowledge-Driven Abstention for Multi-Round Clinical Reasoning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Retro*: Optimizing LLMs for Reasoning-Intensive Document Retrieval
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
On the Predictive Power of Representation Dispersion in Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
VER: Vision Expert Transformer for Robot Learning via Foundation Distillation and Dynamic Routing
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Nüwa: Mending the Spatial Integrity Torn by VLM Token Pruning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Cartridges: Lightweight and general-purpose long context representations via self-study
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Extending the Context of Pretrained LLMs by Dropping Their Positional Embedding
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Human-AI Curation Synergy: Scaling Preference Data Curation via Human-Guided AI Feedback
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
ProfBench: Multi-Domain Rubrics requiring Professional Knowledge to Answer and Judge
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Quartet of Diffusions: Structure-Aware Point Cloud Generation through Part and Symmetry Guidance
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
ALM-MTA: Front-Door Causal Multi-Touch Attribution Method for Creator-Ecosystem Optimization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SPARTA: Scalable and Principled Benchmark of Tree-Structured Multi-hop QA over Text and Tables
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
DRAGON: Guard LLM Unlearning in Context via Negative Detection and Reasoning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
R1-Code-Interpreter: LLMs Reason with Code via Supervised and Multi-stage Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
VLMgineer: Vision-Language Models as Robotic Toolsmiths
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Trust but Verify: Adaptive Conditioning for Reference-Based Diffusion Super-Resolution via Implicit Reference Correlation Modeling
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Towards Efficient, Adaptive, and Unified Reinforcement Mid-Training
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
GOOD: Geometry-guided Out-of-Distribution Modeling for Open-set Test-time Adaptation in Point Cloud Semantic Segmentation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Can LLMs Move Beyond Short Exchanges to Realistic Therapy Conversations?
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
DAVE: A VLM Vision Encoder for Document Understanding and Web Agents
[
OpenReview]
Blog Post Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Heuristic-Based Ideation for Guiding LLMs Toward Structured Creativity
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
HOTA: Hamiltonian framework for Optimal Transport Advection
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Trained on Tokens, Calibrated on Concepts: The Emergence of Semantic Calibration in LLMs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Disrupting Hierarchical Reasoning: Adversarial Protection for Geographic Privacy in Multimodal Reasoning Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Nasty Adversarial Training: A Probability Sparsity Perspective for Robustness Enhancement
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Near-Optimal Second-Order Guarantees for Model-Based Adversarial Imitation Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
On the Alignment Between Supervised and Self-Supervised Contrastive Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Uni-NTFM: A Unified Foundation Model for EEG Signal Representation Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Object-Centric Refinement for Enhanced Zero-Shot Segmentation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
A Cognitive Process-Inspired Architecture for Subject-Agnostic Brain Visual Decoding
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
LINGOLY-TOO: Disentangling Reasoning from Knowledge with Templatised Orthographic Obfuscation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Latent Veracity Inference for Identifying Errors in Stepwise Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Achieving Approximate Symmetry Is Exponentially Easier than Exact Symmetry
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Robust Fine-tuning of Vision-Language-Action Robot Policies via Parameter Merging
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
On Robustness of Vision-Language-Action Model against Multi-Modal Perturbations
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Seeing, Listening, Remembering, and Reasoning: A Multimodal Agent with Long-Term Memory
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Relative Entropy Pathwise Policy Optimization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
All-day Multi-scenes Lifelong Vision-and-Language Navigation with Tucker Adaptation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Catching the Details: Self-Distilled RoI Predictors for Fine-Grained MLLM Perception
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Uncertainty-driven Embedding Convolution
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Flow-based Conformal Prediction for Multi-dimensional Time Series
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SPREAD: Sampling-based Pareto front Refinement via Efficient Adaptive Diffusion
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Learning From Dictionary: Enhancing Robustness of Machine-Generated Text Detection in Zero-Shot Language via Adversarial Training
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Complexity- and Statistics-Guided Anomaly Detection in Time Series Foundation Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
MiSS: Revisiting the Trade-off in LoRA with an Efficient Shard-Sharing Structure
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Learning From the Past with Cascading Eligibility Traces
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Bandit Learning in Matching Markets Robust to Adversarial Corruptions
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CounselBench: A Large-Scale Expert Evaluation and Adversarial Benchmarking of Large Language Models in Mental Health Question Answering
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
AutoEP: LLMs-Driven Automation of Hyperparameter Evolution for Metaheuristic Algorithms
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Moving Beyond Medical Exams: A Clinician-Annotated Fairness Dataset of Real-World Tasks and Ambiguity in Mental Healthcare
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
FS-KAN: Permutation Equivariant Kolmogorov-Arnold Networks via Function Sharing
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Patching Gaps In LLM Reasoning With Interventional Training
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
PTNET: A PROPOSAL-CENTRIC TRANSFORMER NET- WORK FOR 3D OBJECT DETECTION
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Smarter Not Harder: Generative Process Evaluation with Intrinsic-Signal Driving and Ability‑Adaptive Reward Shaping
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Rejuvenating Cross-Entropy Loss in Knowledge Distillation for Recommender Systems
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Spatial Reasoning with Vision-Language Models in Ego-Centric Multi-View Scenes
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
AutoLibra: Agent Metric Induction from Open-Ended Human Feedback
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
An Optimal Diffusion Approach to Quadratic Rate-Distortion Problems: New Solution and Approximation Methods
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Entropy-Guided Dynamic Tokens for Graph-LLM Alignment in Molecular Understanding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
VisionTrim: Unified Vision Token Compression for Training-Free MLLM Acceleration
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CFO: Learning Continuous-Time PDE Dynamics via Flow-Matched Neural Operators
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
When Agents “Misremember” Collectively: Exploring the Mandela Effect in LLM-based Multi-Agent Systems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Parameterized Hardness of Zonotope Containment and Neural Network Verification
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Diversity-Aware Online Prompt Assignment to Generative Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
DistillKac: Few-Step Image Generation via Damped Wave Equations
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Noisy-Pair Robust Representation Alignment for Positive-Unlabeled Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
THE SELF-RE-WATERMARKING TRAP: FROM EXPLOIT TO RESILIENCE
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Flow Matching with Injected Noise for Offline-to-Online Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
A Scene is Worth a Thousand Features: Feed-Forward Camera Localization from a Collection of Image Features
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
DRIFT-Net: A Spectral-Coupled Neural Operator for PDEs Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
AttriCtrl: A Generalizable Framework for Controlling Semantic Attribute Intensity in Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Difficulty–Diversity Collaborative Filtering for Data-Efficient LLM Fine-Tuning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Hierarchical Multi-Stage Recovery Framework for Kronecker Compressed Sensing
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Articulation in Motion: Prior-free Part Mobility Analysis for Articulated Objects By Dynamic-Static Disentanglement
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Reasoning Boosts Opinion Alignment in LLMs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Event-T2M: Event-level Conditioning for Complex Text-to-Motion Synthesis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Best-of-Infinity: Asymptotic Performance of Test-Time Compute
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Beyond Frequency: Scoring-Driven Debiasing for Object Detection via Blueprint-Prompted Image Synthesis
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Merge before Forget: A Single LoRA Continual Learning via Continual Merging
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
TEDM: Time Series Forecasting with Elucidated Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
A foundation model with multi-variate parallel attention to generate neuronal activity
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
PICABench: How Far are We from Physical Realistic Image Editing?
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SpecBranch: Speculative Decoding via Hybrid Drafting and Rollback-Aware Branch Parallelism
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
HUMOF: Human Motion Forecasting in Interactive Social Scenes
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
MEGS^{2}: Memory-Efficient Gaussian Splatting via Spherical Gaussians and Unified Pruning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Transferable and Stealthy Adversarial Attacks on Large Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
UltraGauss: Ultrafast Gaussian Reconstruction of 3D Ultrasound Volumes
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Abstracting Robot Manipulation Skills via Mixture-of-Experts Diffusion Policies
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Learning to Adapt: In-Context Learning Beyond Stationarity
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Breaking the Correlation Plateau: On the Optimization and Capacity Limits of Attention-Based Regressors
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Explaining Grokking and Information Bottleneck through Neural Collapse Emergence
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Trade in Minutes! Rationality-Driven Agentic System for Quantitative Financial Trading
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
HiddenEcho: Mitigating Noise Amplification in Differentially Private LLMs with Hidden-State Correction
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
MetaCaptioner: Towards Generalist Visual Captioning with Open-source Suites
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Residual Feature Integration is Sufficient to Prevent Negative Transfer
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Flipping the Dialogue: Training and Evaluating User Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
EditReward: A Human-Aligned Reward Model for Instruction-Guided Image Editing
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Fine-Grained Iterative Adversarial Attacks with Limited Computation Budget
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Small Drafts, Big Verdict: Information-Intensive Visual Reasoning via Speculation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Sampling-aware Adversarial Attacks Against Large Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Mastering Sparse CUDA Generation through Pretrained Models and Deep Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Compositional Generalization from Learned Skills via CoT Training: A Theoretical and Structural Analysis for Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
LLM DNA: Tracing Model Evolution via Functional Representations
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Identifying Robust Neural Pathways: Few-Shot Adversarial Mask Tuning for Vision-Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Learning-Augmented Moment Estimation on Time-Decay Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Beyond Classification Accuracy: Neural-MedBench and the Need for Deeper Reasoning Benchmarks
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Outrageously Large Context Windows via RACE Attention -- A Family of Non-Linear Attention that can be calculated in Strictly Linear-Time
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Is the Reversal Curse a Binding Problem? Uncovering Limitations of Transformers from a Basic Generalization Failure
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SNAPHARD CONTRAST LEARNING
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Batch Pruning by Activation Stability
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Choices Speak Louder than Questions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Token Hidden Reward: Steering Exploration-Exploitation in Group Relative Deep Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Textual Equilibrium Propagation for Deep Compound AI Systems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Densemarks: Learning Canonical Embeddings for Human Heads Images via Point Tracks
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Towards Bridging the Gap between Large-Scale Pretraining and Efficient Finetuning for Humanoid Control
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Lifelong Learning with Behavior Consolidation for Vehicle Routing
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
InfGen: Scenario Generation as Next Token Group Prediction
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Adaptive Collaboration with Humans: Metacognitive Policy Optimization for Multi-Agent LLMs with Continual Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
PHyCLIP: $\ell_1$-Product of Hyperbolic Factors Unifies Hierarchy and Compositionality in Vision-Language Representation Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
From Assumptions to Actions: Turning LLM Reasoning into Uncertainty-Aware Planning for Embodied Agents
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Dyna-Mind: Learning to Simulate from Experience for Better AI Agents
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
ComPhy: Composing Physical Models with end-to-end Alignment
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Unmasking Backdoors: An Explainable Defense via Gradient-Attention Anomaly Scoring for Pre-trained Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
MCbiF: Measuring Topological Autocorrelation in Multiscale Clusterings via 2-Parameter Persistent Homology
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
TokenSeek: Memory Efficient Fine Tuning via Instance-Aware Token Ditching
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Logit‑KL Flow Matching: Non‑Autoregressive Text Generation via Sampling‑Hybrid Inference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
MuonBP: Faster Muon via Block-Periodic Orthogonalization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Diffusion-DFL: Decision-focused Diffusion Models for Stochastic Optimization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Online Black-Box Prompt Optimization with Regret Guarantees under Noisy Feedback
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CoT Vectors: Transferring and Probing the Reasoning Mechanisms of LLMs
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Hierarchical Concept-based Interpretable Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
FlowCast: Advancing Precipitation Nowcasting with Conditional Flow Matching
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Bandits with Single-Peaked Preferences and Limited Resources
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
ReFeR: Improving Evaluation and Reasoning through Hierarchy of Models
[
Poster]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Generalized Compressed Sensing for Image Reconstruction with Diffusion Probabilistic Models
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Adversarial Robustness of Graph Transformers
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
LinguaMap: Which Layers of LLMs Speak Your Language and How to Tune Them?
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Keep the Best, Forget the Rest: Reliable Alignment with Order-Aware Preference Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Multi-Bellman operator for convergence of Q-learning with linear function approximation
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Inverse Scaling in Test-Time Compute
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Training Dynamics of Learning 3D-Rotational Equivariance
[
Poster]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Autoregressive-based Progressive Coding for Ultra-Low Bitrate Image Compression
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
BioCAP: Exploiting Synthetic Captions Beyond Labels in Biological Foundation Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
When Large Multimodal Models Confront Evolving Knowledge: Challenges and Explorations
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Making Slow Thinking Faster: Compressing LLM Chain-of-Thought via Step Entropy
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
FERD: Fairness-Enhanced Data-Free Adversarial Robustness Distillation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Robust Training of Neural Networks at Arbitrary Precision and Sparsity
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CompoDistill: Attention Distillation for Compositional Reasoning in Multimodal LLMs
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Elastic Optimal Transport: Theory, Application, and Empirical Evaluation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
GPS: Directed Acyclic Graph guided Proactive Information Seeking in Large Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Dataset Distillation for Memorized Data: Soft Labels can Leak Held-Out Teacher Knowledge
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Signal in the Noise: Polysemantic Interference Transfers and Predicts Cross-Model Influence
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Toward Safer Diffusion Language Models: Discovery and Mitigation of Priming Vulnerability
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Vivid-VR: Distilling Concepts from Text-to-Video Diffusion Transformer for Photorealistic Video Restoration
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Automated Interpretability Metrics Do Not Distinguish Trained and Random Transformers
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Foundational Automatic Evaluators: Scaling Multi-Task Generative Evaluator Training for Reasoning-Centric Domains
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Towards Improved Sentence Representations using Token Graphs
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Risk Phase Transitions in Spiked Regression: Alignment Driven Benign and Catastrophic Overfitting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Hallucination Reduction with CASAL: Contrastive Activation Steering for Amortized Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Cross-Modal Redundancy and the Geometry of Vision–Language Embeddings
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
NatADiff: Adversarial Boundary Guidance for Natural Adversarial Diffusion
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Efficient Orthogonal Fine-Tuning with Principal Subspace Adaptation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Breaking Barriers: Do Reinforcement Fine-tuning Gains Transfer To Unseen Domains?
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
EAMET: ROBUST MASSIVE MODEL EDITING VIA EMBEDDING ALIGNMENT OPTIMIZATION
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Ego-Foresight: Self-supervised Learning of Agent-Aware Representations for Improved RL
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
From Verifiable Dot to Reward Chain: Harnessing Verifiable Reference-based Rewards for Reinforcement Learning of Open-ended Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Efficient Prediction of Large Protein Complexes via Subunit-Guided Hierarchical Refinement
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Latent Concept Disentanglement in Transformer-based Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
W-EDIT: A Wavelet-Based Frequency-Aware Framework for Text-Driven Image Editing
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
FoNE: Precise Single-Token Number Embeddings via Fourier Features
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
FastAvatar: Towards Unified and Fast 3D Avatar Reconstruction with Large Gaussian Reconstruction Transformers
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
GenCP: Towards Generative Modeling Paradigm of Coupled physics with Application to Fluid-Structure Interaction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Rethinking Causal Mask Attention for Vision-Language Inference
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Experience-based Knowledge Correction for Robust Planning in Minecraft
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
FrameThinker: Learning to Think with Long Videos via Multi-Turn Frame Spotlighting
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Beyond Uniformity: Regularizing Implicit Neural Representations through a Lipschitz Lens
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Revisiting Nonstationary Kernel Design for Multi-Output Gaussian Processes
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
RePrompt: Reasoning-Augmented Reprompting for Text-to-Image Generation via Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
StreamSplat: Towards Online Dynamic 3D Reconstruction from Uncalibrated Video Streams
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Decentralized Nonconvex Optimization under Heavy-Tailed Noise: Normalization and Optimal Convergence
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
NePTune: A Neuro-Pythonic Framework for Tunable Compositional Reasoning on Vision-Language
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SK2Decompile: LLM-based Two-Phase Binary Decompilation from Skeleton to Skin
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
back arrowGo to TMLR homepage Slicing the Gaussian Mixture Wasserstein Distance
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Towards Efficient Constraint Handling in Neural Solvers for Routing Problems
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Non-Collaborative User Simulators for Tool Agents
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Spherical Watermark: Encryption-Free, Lossless Watermarking for Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Grounding Generative Planners in Verifiable Logic: A Hybrid Architecture for Trustworthy Embodied AI
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
DNOD: Deformable Neural Operators for Object Detection in SAR Images
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SAM 3: Segment Anything with Concepts
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
NLI : Non-uniform Linear Interpolation Approximation of Nonlinear Operations for Efficient LLMs Inference
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
MedAraBench: Large-scale Arabic Medical Question Answering Dataset and Benchmark
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Thinking with Camera: A Unified Multimodal Model for Camera-Centric Understanding and Generation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
ARROW: An Adaptive Rollout and Routing Method for Global Weather Forecasting
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Comparing the learning dynamics of in-context learning and fine-tuning in language models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Beyond Markovian Drifts: Action-Biased Geometric Walks with Memory for Personalized Summarization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
pi-Flow: Policy-Based Few-Step Generation via Imitation Distillation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
ThinkOmni: Lifting Textual Reasoning to Omni-modal Scenarios via Guidance Decoding
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
M$^3$E: Continual Vision-and-Language Navigation via Mixture of Macro and Micro Experts
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
PAGE-4D: Disentangled Pose and Geometry Estimation for 4D Perception
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CDBridge: A Cross-omics Post-training Bridge Strategy for Context-aware Biological Modeling
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Perception-R1: Advancing Multimodal Reasoning Capabilities of MLLMs via Visual Perception Reward
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
On Predictability of Reinforcement Learning Dynamics for Large Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
RiskPO: Risk-based Policy Optimization with Verifiable Reward for LLM Post-Training
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
StPR: Spatiotemporal Preservation and Routing for Exemplar-Free Video Class-Incremental Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Differential Fine-Tuning Large Language Models Towards Better Diverse Reasoning Abilities
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Variational Deep Learning via Implicit Regularization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Expert Merging: Model Merging with Unsupervised Expert Alignment and Importance-Guided Layer Chunking
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CogMoE: Signal-Quality–Guided Multimodal MoE for Cognitive Load Prediction
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Variational Pseudo Marginal Methods for Jet Reconstruction in Particle Physics
[
Slides]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Learning for Highly Faithful Explainability
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Faster Gradient Methods for Highly-smooth Stochastic Bilevel Optimization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
WIMLE: Uncertainty‑Aware World Models with IMLE for Sample‑Efficient Continuous Control
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Scaling Atomistic Protein Binder Design with Generative Pretraining and Test-Time Compute
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Deforming Videos to Masks: Flow Matching for Referring Video Segmentation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SAFETY-GUIDED FLOW (SGF): A UNIFIED FRAMEWORK FOR NEGATIVE GUIDANCE IN SAFE GENERATION
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Efficient Regression-based Training of Normalizing Flows for Boltzmann Generators
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
MoAlign: Motion-Centric Representation Alignment for Video Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Poly-attention: a general scheme for higher-order self-attention
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CARD: Towards Conditional Design of Multi-agent Topological Structures
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
VL-JEPA: Joint Embedding Predictive Architecture for Vision-language
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Self-Improving Vision-Language-Action Models with Data Generation via Residual RL
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Deep Latent Variable Model based Vertical Federated Learning with Flexible Alignment and Labeling Scenarios
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
PRISMM-Bench: A Benchmark of Peer-Review Grounded Multimodal Inconsistencies
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Massive Editing for Large Language Models Based on Dynamic Weight Generation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Feed-forward Human Performance Capture via Progressive Canonical Space Updates
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Rewriting Pre-Training Data Boosts LLM Performance in Math and Code
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Reward Models Inherit Value Biases from Pretraining
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
BoGrape: Bayesian optimization over graphs with shortest-path encoded
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Reverse Distillation: Disentangling and Scaling Protein Language Model Representations
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Temporally Detailed Hypergraph Neural ODE for Type 2 Diabetes Progression Modeling
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Cross-Embodiment Offline Reinforcement Learning for Heterogeneous Robot Datasets
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Talking Points: Describing and Localizing Pixels
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Safe Continuous-time Multi-Agent Reinforcement Learning via Epigraph Form
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Test-time Verification via Optimal Transport: Coverage, ROC, & Sub-optimality
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Steering Embedding Models with Geometric Rotation: Mapping Semantic Relationships Across Languages and Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Tackling Time-Series Forecasting Generalization via Mitigating Concept Drift
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SAIR: Enabling Deep Learning for Protein-Ligand Interactions with a Synthetic Structural Dataset
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Zephyrus: An Agentic Framework for Weather Science
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Emergent Coordination in Multi-Agent Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Relational Transformer: Toward Zero-Shot Foundation Models for Relational Data
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Seeing What’s Wrong: A Trajectory-Guided Approach to Caption Error Detection
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Scaling Laws and Symmetry, Evidence from Neural Force Fields
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Soft-Di[M]O: Improved one-step Image Discrete Model
[
Poster]
[
OpenReview]
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