Hengyu Wang

I am Hengyu Wang, an undergraduate student (enrolled in 2023) at the School of Mathematical Sciences, Tongji University, and an incoming PhD student at the Institute for Intelligent Computing, Shanghai Jiao Tong University, advised by Dongdong Ge and Yinyu Ye.

I am currently a research intern at the College of AI, Tsinghua University and Apex Intelligence, advised by Yongchao Chen. My research interests are self-evolving agents, AI4Math, and optimization.

Email / Scholar / LinkedIn / Github / About / RedNote

News

2026/08/18 — ASI-Bench: At the Dawn of Artificial Superintelligence was added to my selected publications.

2026/08/09 — Halpern Iteration Achieves Higher-Order Oracle Complexity for Monotone Variational Inequalities was added to my selected publications.

2026/05/01 — From Adam to Muon

2026/04/13 — 我的第一篇文章

2026/04/13 — Packingstar Framework

Research (Selected Publications)

Agent Self-Evolving

ASI-Bench: At the Dawn of Artificial Superintelligence
Junwei Zhou, Zhen Sun, Binyu Li, Jiangyu Zhou, Yuexi Pan, Hengyu Wang, Honghe Ren, Xiaohan Jia, Xueyang Zhou, Xiaoyu Cao, Yongchao Chen
arXiv preprint · cs.AI

Optimization

Halpern Iteration Achieves Higher-Order Oracle Complexity for Monotone Variational Inequalities
Lesi Chen, Xinliang Zhang, Hengyu Wang, Chengchang Liu, Yongchao Chen, and Jingzhao Zhang
arXiv preprint · math.OC / cs.AI

Notes

2026/05/01 From Adam to Muon

2026/04/13 PackingStar Framework

Daily

2026/04/13 My First Post

A few images kept as a visual appendix to the notebook.