LLaTiSA: Towards Difficulty-Stratified Time Series Reasoning from Visual Perception to Semantics Paper • 2604.17295 • Published 6 days ago • 75
Harder Is Better: Boosting Mathematical Reasoning via Difficulty-Aware GRPO and Multi-Aspect Question Reformulation Paper • 2601.20614 • Published Jan 28 • 120
SkillClaw: Let Skills Evolve Collectively with Agentic Evolver Paper • 2604.08377 • Published 16 days ago • 284
Extending One-Step Image Generation from Class Labels to Text via Discriminative Text Representation Paper • 2604.18168 • Published 5 days ago • 94
Elucidating the SNR-t Bias of Diffusion Probabilistic Models Paper • 2604.16044 • Published 8 days ago • 72
SkillClaw: Let Skills Evolve Collectively with Agentic Evolver Paper • 2604.08377 • Published 16 days ago • 284
LongCat-Flash-Prover: Advancing Native Formal Reasoning via Agentic Tool-Integrated Reinforcement Learning Paper • 2603.21065 • Published Mar 22 • 77
Omni-WorldBench: Towards a Comprehensive Interaction-Centric Evaluation for World Models Paper • 2603.22212 • Published Mar 23 • 126
Video-CoE: Reinforcing Video Event Prediction via Chain of Events Paper • 2603.14935 • Published Mar 16 • 91
Geometry-Guided Reinforcement Learning for Multi-view Consistent 3D Scene Editing Paper • 2603.03143 • Published Mar 3 • 146
V_1: Unifying Generation and Self-Verification for Parallel Reasoners Paper • 2603.04304 • Published Mar 4 • 14
From Scale to Speed: Adaptive Test-Time Scaling for Image Editing Paper • 2603.00141 • Published Feb 24 • 138
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios Paper • 2602.22638 • Published Feb 26 • 107
Agent World Model: Infinity Synthetic Environments for Agentic Reinforcement Learning Paper • 2602.10090 • Published Feb 10 • 52