教育背景

2019.09-2024.07，北京大学统计学专业，理学博士学位

2015.09-2019.06，北京大学数学与应用数学专业，理学学士学位

工作经历

2024.08 至今，太阳成集团tyc122cc，讲师

研究方向

随机优化中的算法收敛性分析与不确定性量化、在线学习与推断

科研发表

(*表示共同一作或字母序)

1. Yuze Han*, Xiang Li*, Shiyun Lin*, Zhihua Zhang* (2024). "A random projection approach to personalized federated learning: Enhancing communication efficiency, robustness, and fairness." Journal of Machine Learning Research, 25(380), 1-88.

2. Yuze Han, Guangzeng Xie, Zhihua Zhang (2024). "Lower complexity bounds of finite-sum optimization problems: The results and construction." Journal of Machine Learning Research, 25(2), 1-86.

3. Dachao Lin*, Yuze Han*, Haishan Ye, Zhihua Zhang (2023). "Stochastic distributed optimization under average second-order similarity: Algorithms and analysis." Advances in Neural Information Processing Systems, 36, 1849-1862.

4. Jiadong Liang, Yuze Han, Xiang Li, Zhihua Zhang (2022). "Asymptotic behaviors of projected stochastic approximation: A jump diffusion perspective." Advances in Neural Information Processing Systems, 35, 34664-34676.

5. Shiyun Lin*, Yuze Han*, Xiang Li, Zhihua Zhang (2022). "Personalized federated learning towards communication efficiency, robustness and fairness." Advances in Neural Information Processing Systems, 35, 30471-30485.

教学课程

1. 本科课程：强化学习