EvoFSM: Controllable Self-Evolution for Deep Research with Finite State Machines Paper • 2601.09465 • Published 4 days ago • 38
Controlled Self-Evolution for Algorithmic Code Optimization Paper • 2601.07348 • Published 6 days ago • 106
DR-LoRA: Dynamic Rank LoRA for Mixture-of-Experts Adaptation Paper • 2601.04823 • Published 10 days ago • 5
MemGovern: Enhancing Code Agents through Learning from Governed Human Experiences Paper • 2601.06789 • Published 7 days ago • 74
KnowMe-Bench: Benchmarking Person Understanding for Lifelong Digital Companions Paper • 2601.04745 • Published 10 days ago • 51
Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning Paper • 2601.06943 • Published 7 days ago • 202
GitTaskBench: A Benchmark for Code Agents Solving Real-World Tasks Through Code Repository Leveraging Paper • 2508.18993 • Published Aug 26, 2025 • 4