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Wen-Bin Li

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#artificial intelligence Preprint Sep 2026

ScienceBuddy: Recursive-in-Recursive Self-Improvement for Interactive Scientific Agents

This work introduces and releases ScienceBuddy, an interactive scientific research workspace that brings continually improving scientific agents into researchers'everyday workflows and presents case studies of researcher interaction, harness refinement, and model learning, with the benchmark cases spanning four scienti...

Shu-Han Xue, Jian-Yuan Zhong, Ziyuan Nan et al. · 2 citations
#machine learning Preprint Aug 2026

When Muon Meets Task Interference: A Spectral Perspective on Continual Learning and Model Merging

This work reveals that the recent Muon optimizer as a mechanism that regulates this factor by construction tightens the interference bound for both CL and MM, positioning Muon as a principled optimizer-centric approach complementary to existing solutions.

Shan Liu, Yuehan Yin, Yinghuan Shi et al. · 0 citations

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