Sungmin HWANG

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upvoted a paper 4 days ago

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

Paper • 2609.39102 • Published 14 days ago • 655

upvoted a paper 14 days ago

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

Paper • 2609.36484 • Published 15 days ago • 558

upvoted a paper 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 • 112

upvoted 2 papers about 2 months ago

VBVR-Pro: A Scalable and Verifiable Suite for Native Visual Reasoning

Paper • 2608.26105 • Published Aug 26 • 151

PAWBench: How Far Are We from Probabilistically Aligned World Modeling?

Paper • 2608.27345 • Published Aug 27 • 62