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upvoted 2 papers 14 days ago

EvoFSM: Controllable Self-Evolution for Deep Research with Finite State Machines

Paper • 2601.09465 • Published 15 days ago • 40

Controlled Self-Evolution for Algorithmic Code Optimization

Paper • 2601.07348 • Published 17 days ago • 113

upvoted 3 papers 15 days ago

DR-LoRA: Dynamic Rank LoRA for Mixture-of-Experts Adaptation

Paper • 2601.04823 • Published 21 days ago • 6

MemGovern: Enhancing Code Agents through Learning from Governed Human Experiences

Paper • 2601.06789 • Published 18 days ago • 78

KnowMe-Bench: Benchmarking Person Understanding for Lifelong Digital Companions

Paper • 2601.04745 • Published 21 days ago • 57

upvoted a paper 16 days ago

Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning

Paper • 2601.06943 • Published 18 days ago • 208

upvoted a paper 5 months ago

GitTaskBench: A Benchmark for Code Agents Solving Real-World Tasks Through Code Repository Leveraging

Paper • 2508.18993 • Published Aug 26, 2025 • 4