About

I am Shengkun Zhu, a second-year Ph. D student at Wuhan University, under the supervision of Prof. Sheng Wang and Prof. Zhiyong Peng, in the Totem database Lab. I am also lucky to have opportunities to collaborate with Prof. Jianshan Zeng, Dr. Yuan Sun, and Prof. Yuan Yao. I completed my B.S. at Dalian University of Technology in 2018. My current research interests are in convex/nonconvex optimization, federated, and fair clustering/learning.

News

• [Sep 2023] I finally finished my homepage.
• [Apr 2023] I got one paper accepted by SIGMOD’24.
• [Apr 2025] I got one paper accepted by KDD’25.

Publications

Shengkun Zhu, Quanqing Xu, Jinshan Zeng, Sheng Wang, Yuan Sun, Zhifeng Yang, Chuanhui Yang, Zhiyong Peng, F3KM: Federated, Fair, and Fast K-means, 2024 ACM Conference on Management of Data, (SIGMOD’24).

Shengkun Zhu, Feiteng Nie, Jinshan Zeng, Sheng Wang, Yuan Sun, Yuan Yao, Shangfeng Chen, Quanqing Xu, Chuanhui Yang, FedAPM: Federated Learning via ADMM with Partial Model Personalization, 2025 ACM SIGKDD Conference on Knowledge Discovery and Data Mining, (KDD’25).

Service

Invited Reviewer for Journal of Machine Learning Research (JMLR), IEEE Transactions on Knowledge and Data Engineering (TKDE).

Miscellaneous

I love spending time with my lovely cat, Geometry. When he was still a little baby, his face was quite pointed, but now it has become chubby.