2007/09-2011/07 中南大学 湘雅医学院 医学信息 学士学位

2011/09-2014/07 北京大学 软件与微电子学院 软件工程 硕士学位

2015/09-2019/07 北京大学 信息科学技术学院 智能科学与技术 博士学位

2019/07-2020/07 南京航空航天大学 计算机科学与技术学院 讲师

2020/07-今 南开大学 人工智能学院 助理研究员

主持 国家自然科学基金青年项目、之江实验室开放课题

获得ACM SIGAI China 2020优秀博士论文奖

专著：

● Zhouchen Lin, Huan Li and Cong Fang, Accelerated Optimization for Machine Learning-First-Order Algorithms. Springer, 2020.

代表性论文：

● Huan Li, Cong Fang and Zhouchen Lin, Accelerated First-Order Optimization Algorithms for Machine Learning. Proceedings of the IEEE, 108(11):2067-2082, 2020.

● Huan Li and Zhouchen Lin, On the Complexity Analysis of the Primal Solutions for the Accelerated Randomized Dual Coordinate Ascent. Journal of Machine Learning Research (JMLR), 21(33):1-45, 2020.

● Huan Li and Zhouchen Lin, Revisiting EXTRA for Smooth Distributed Optimization. SIAM Journal on Optimization (SIOPT), 30(3):1795-1821, 2020.

● Huan Li, Cong Fang, Wotao Yin and Zhouchen Lin,Decentralized Accelerated Gradient Methods With Increasing Penalty Parameters. IEEE transactions on Signal Processing (TSP), 68:4855-4870, 2020.

● Huan Li and Zhouchen Lin, Provable Accelerated Gradient Method for Nonconvex Low Rank Optimization. Machine Learning, 109(1):103-134, 2020.

● Huan Li and Zhouchen Lin, Accelerated Alternating Direction Method of Multipliers: an Optimal O(1/K) Nonergodic Analysis. Journal of Scientific Computing, 79(2):671-699, 2019.

● Huan Li and Zhouchen Lin, Accelerated Proximal Gradient Methods for Nonconvex Programming. Advances in Neural Information Processing Systems (NIPS), 2015.