李欢 - 南开大学 - 人工智能学院

个人简介

个人简介 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科研项目、成果、获奖、专利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.

研究领域

机器学习与优化

近期论文

查看导师最新文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

● 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.