Research author

Shumin Deng

3 AI research papers in the One9Founders library, with summaries and links to original sources.

Papers by Shumin Deng

Aug 31, 2026
cs.CL

Learning to Evaluate Before Improving: Automatic Rubric Induction for Automatic Research Agents

Xuehai Wang, Haowei Qin, Tongxin Liu, et al.

5
Aug 12, 2026
cs.AI

Mechanist: AI as a Scientific Instrument for Discovering the Mechanisms of Intelligence

Mengru Wang, Junfeng Fang, Shuofei Qiao, et al.

83
Apr 23, 2026
cs.CL

StructMem: Structured Memory for Long-Horizon Behavior in LLMs

Buqiang Xu, Yijun Chen, Jizhan Fang, et al.

Shumin Deng — AI Research Papers | One9Founders