Victor Wu

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upvoted 2 papers 8 days ago

False Frontiers: Diagnosing and Mitigating Co-Cheating in Self-Evolving Search Agents

Paper • 2609.39102 • Published 10 days ago • 677

The Teacher Is a Direction, Not a Destination: Extrapolating RL-Induced Representation Residuals in On-Policy Distillation

Paper • 2609.36484 • Published 11 days ago • 582

upvoted a paper 21 days ago

LimiX-2: A Contextual Mechanism Network Towards General Structured-Data Intelligence

Paper • 2609.17488 • Published 25 days ago • 817

upvoted 2 papers about 1 month ago

DART-SD: Diamond-topology Aware Retrieval and Tuning for Self-Distillation of Multi-Turn Tool-Calling Agents

Paper • 2608.18524 • Published Aug 19 • 92

PaperGym: Rubric-Centered Evolution for Research-Plan Generation

Paper • 2608.31119 • Published Aug 31 • 33