STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Paper • 2605.06527 • Published 14 days ago • 42
Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction Paper • 2605.05242 • Published 18 days ago • 111
Visual Generation in the New Era: An Evolution from Atomic Mapping to Agentic World Modeling Paper • 2604.28185 • Published 21 days ago • 90
RationalRewards: Reasoning Rewards Scale Visual Generation Both Training and Test Time Paper • 2604.11626 • Published Apr 13 • 102
Watch Before You Answer: Learning from Visually Grounded Post-Training Paper • 2604.05117 • Published Apr 6 • 36
SWE-Next: Scalable Real-World Software Engineering Tasks for Agents Paper • 2603.20691 • Published Mar 21 • 10
OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis Paper • 2603.20278 • Published Mar 17 • 98
VisPhyWorld: Probing Physical Reasoning via Code-Driven Video Reconstruction Paper • 2602.13294 • Published Feb 9 • 13
TUNA: Taming Unified Visual Representations for Native Unified Multimodal Models Paper • 2512.02014 • Published Dec 1, 2025 • 76
VisCoder2: Building Multi-Language Visualization Coding Agents Paper • 2510.23642 • Published Oct 24, 2025 • 22