Sijie Li

Undergraduate, Peking University

I’m a fourth-year undergraduate student majoring in Informatics and Computing Science at Turing Class, CFCS, Peking University. I am fortunately advised by Prof. Di He during my undergraduate and worked as a student researcher under the supervision of Prof. Yiming Yang. Their guidance and research tastes are invaluable to me.

My research goal is to build intelligent systems capable of reliable long-horizon reasoning and adaptive behavior in open-ended environments, particularly code generation. I work on new architectures, learning paradigms, and agentic frameworks that support scalable, stable reasoning over extended interactions.

Publications

CoMind: Towards Community-Driven Agents for Machine Learning Engineering

Sijie Li, Weiwei Sun, Shanda Li, Ameet Talwalkar, Yiming Yang

Under review (ICLR 2026)

Enhancing Auto-regressive Chain-of-Thought through Loop-Aligned Reasoning

Qifan Yu, Zhenyu He, Sijie Li, Xun Zhou, Jun Zhang, Jingjing Xu, Di He

Under review (EACL 2026)

Garmentlab: A unified simulation and benchmark for garment manipulation

Haoran Lu, Ruihai Wu, Yitong Li, Sijie Li, Ziyu Zhu, Chuanruo Ning, Yan Zhao, Longzan Luo, Yuanpei Chen, Hao Dong

NeurIPS 2024