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Preprint Oct 2026

Humanoid Mobility via Attention-based Contacts

This framework enables versatile humanoid mobility in challenging environments by using motion data strictly as a training prior for natural whole-body coordination while retaining the flexibility to discover environment-dependent behaviors through reinforcement learning.

Jun-Zhe He, Ke-Han Wen, Chong Zhang et al. · 0 citations

PaperDoctor: Evidence-Grounded and Actionable Feedback for Scientific Papers in Progress

Autoresearch agents are reshaping the research ecosystem, but they can also let flawed claims enter the literature at scale. Human advisors catch such issues in drafts through careful, traceable feedback, yet advisor-style assessment requires extensive manual effort and does not scale. To shift automated paper assessme...

K. Lin, Si-Yuan Hu, Pan Lu et al. · 1 citation

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