Pengyu Cheng

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upvoted a paper about 2 months ago

Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills

Paper • 2603.25158 • Published Mar 26 • 53

upvoted a paper 6 months ago

Search Self-play: Pushing the Frontier of Agent Capability without Supervision

Paper • 2510.18821 • Published Oct 21, 2025 • 19

upvoted 2 papers 7 months ago

HSCodeComp: A Realistic and Expert-level Benchmark for Deep Search Agents in Hierarchical Rule Application

Paper • 2510.19631 • Published Oct 22, 2025 • 28

DeepWideSearch: Benchmarking Depth and Width in Agentic Information Seeking

Paper • 2510.20168 • Published Oct 23, 2025 • 28