Controlled Self-Evolution for Algorithmic Code Optimization Paper • 2601.07348 • Published 4 days ago • 102
EvoFSM: Controllable Self-Evolution for Deep Research with Finite State Machines Paper • 2601.09465 • Published 2 days ago • 35
MemGovern: Enhancing Code Agents through Learning from Governed Human Experiences Paper • 2601.06789 • Published 5 days ago • 73
Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning Paper • 2601.06943 • Published 5 days ago • 201