DynaFlow: Learning Free-Form Multi-Agent Orchestration Paper • 2610.34467 • Published 7 days ago • 97
Routing Policy Optimization for Online Diffusion Reinforcement Learning Paper • 2610.22282 • Published 17 days ago • 30
HarnessEval-W: Agentifying the Evaluation of Visual Worlds Paper • 2608.16859 • Published Aug 17 • 91
Memory is Reconstructed, Not Retrieved: Graph Memory for LLM Agents Paper • 2606.06036 • Published Jun 4 • 77
ParaVT: Taming the Tool Prior Paradox for Parallel Tool Use in Agentic Video Reinforcement Learning Paper • 2605.20342 • Published May 19 • 31
On-Policy Self-Evolution via Failure Trajectories for Agentic Safety Alignment Paper • 2605.11882 • Published May 12 • 15
Visual Generation in the New Era: An Evolution from Atomic Mapping to Agentic World Modeling Paper • 2604.28185 • Published Apr 30 • 90
Vision-Language-Action Safety: Threats, Challenges, Evaluations, and Mechanisms Paper • 2604.23775 • Published Apr 26 • 45
AutoMIA: Improved Baselines for Membership Inference Attack via Agentic Self-Exploration Paper • 2604.01014 • Published Apr 1 • 10
SAMA: Factorized Semantic Anchoring and Motion Alignment for Instruction-Guided Video Editing Paper • 2603.19228 • Published Mar 19 • 37
MiroThinker-1.7 & H1: Towards Heavy-Duty Research Agents via Verification Paper • 2603.15726 • Published Mar 16 • 188
MOOSE-Star: Unlocking Tractable Training for Scientific Discovery by Breaking the Complexity Barrier Paper • 2603.03756 • Published Mar 4 • 90
Geometry-Aware Rotary Position Embedding for Consistent Video World Model Paper • 2602.07854 • Published Feb 8 • 11
DeepResearchEval: An Automated Framework for Deep Research Task Construction and Agentic Evaluation Paper • 2601.09688 • Published Jan 14 • 127
SpotEdit: Selective Region Editing in Diffusion Transformers Paper • 2512.22323 • Published Dec 26, 2025 • 39