Vision-Language-Action Safety: Threats, Challenges, Evaluations, and Mechanisms
Paper • 2604.23775 • Published • 45
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Pseudo-Unification: Entropy Probing Reveals Divergent Information Patterns in Unified Multimodal Models
Paper • 2604.10949 • Published • 40
INSPATIO-WORLD: A Real-Time 4D World Simulator via Spatiotemporal Autoregressive Modeling
Paper • 2604.07209 • Published • 38
Adam's Law: Textual Frequency Law on Large Language Models
Paper • 2604.02176 • Published • 501
Towards Real-world Human Behavior Simulation: Benchmarking Large Language Models on Long-horizon, Cross-scenario, Heterogeneous Behavior Traces
Paper • 2604.08362 • Published • 15
Cog-DRIFT: Exploration on Adaptively Reformulated Instances Enables Learning from Hard Reasoning Problems
Paper • 2604.04767 • Published • 7
GrandCode: Achieving Grandmaster Level in Competitive Programming via Agentic Reinforcement Learning
Paper • 2604.02721 • Published • 628
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papers 3 months ago
VESPO: Variational Sequence-Level Soft Policy Optimization for Stable Off-Policy LLM Training
Paper • 2602.10693 • Published • 220
From Blind Spots to Gains: Diagnostic-Driven Iterative Training for Large Multimodal Models
Paper • 2602.22859 • Published • 151
A Very Big Video Reasoning Suite
Paper • 2602.20159 • Published • 523
Does Your Reasoning Model Implicitly Know When to Stop Thinking?
Paper • 2602.08354 • Published • 264