Author

Yanqing Hu

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Preprint Oct 2026

Sharp asymptotics for the Lov\'asz number of random circulant graphs

We study the LOV\'ASZ number of dense random circulant graphs generated by independent Bernoulli bits indexed by cyclic distances. Although only $O(n)$ independent random inputs determine $O(n^2)$ globally dependent edge indicators, we prove sharp expectation asymptotics along all odd orders, including composite orders...

Xin Chen, Hong-Wei Hu, Yan-Qing Hu et al. · 0 citations

#natural language process... Jun 2026

Notes2Skills: From Lab Notebooks to Certainty-Aware Scientific Agent Skills

Notes2Skills is presented, a two-stage framework for turning lab notebooks into verifiable skills for scientific AI agents while preserving the author's certainty, showing that certainty preservation is a key missing piece between lab notebooks and reliable agent skills, opening a path toward safer AI co-scientist syst...

S. Liu, Jiayao Chen, Cheng-Wei Qin et al. · arXiv.org · 1 citation