- Online Learning, Distributed Optimization, Safety and Privacy
- Nanjing University, Nanjing, China
- Ph.D., Computer Science and Technology, Sep., 2019 — Jun., 2022 (Advisor: Prof. Lijun Zhang)
- M.S., Computer Science and Technology, Aug., 2016 — Jun., 2019 (Advisor: Prof. Lijun Zhang)
- Sun Yat-Sen University, Guangzhou, China
- B.E., Software Engineering, Sep., 2012 — Jun., 2016
- Improved Regret for Bandit Convex Optimization with Delayed Feedback [PDF]
Yuanyu Wan, Chang Yao, Mingli Song, and Lijun Zhang
In Advances in Neural Information Processing Systems 37 (NeurIPS'24), pages 169-196, 2024.
- Nearly Optimal Regret for Decentralized Online Convex Optimization [PDF]
Yuanyu Wan, Tong Wei, Mingli Song, and Lijun Zhang
In Proceedings of the 37th Annual Conference on Learning Theory (COLT'24), pages 4862-4888, 2024.
- Non-stationary Online Convex Optimization with Arbitrary Delays [PDF]
Yuanyu Wan, Chang Yao, Mingli Song, and Lijun Zhang
In Proceedings of the 41st International Conference on Machine Learning (ICML'24), pages 49991-50011, 2024.
- Improved Dynamic Regret for Online Frank-Wolfe [PDF]
Yuanyu Wan, Lijun Zhang, and Mingli Song
In Proceedings of the 36th Annual Conference on Learning Theory (COLT'23), pages 3304 - 3327, 2023.
- Projection-free Distributed Online Learning with Sublinear Communication Complexity [PDF]
Yuanyu Wan, Guanghui Wang, Wei-Wei Tu, and Lijun Zhang
Journal of Machine Learning Research (JMLR), 23(172):1 - 53, 2022.
- Efficient Adaptive Online Learning via Frequent Directions [PDF]
Yuanyu Wan, and Lijun Zhang
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 44(10): 6910 - 6923, 2022.
| Name |
Year of Entry |
Year of Graduation |
Program |
First Job/Employer |
| Hao Zhou |
2024 |
in progress |
Master |
--- |
| Lan Xue |
2024 |
in progress |
Master |
--- |
| Yu Shen |
2024 |
in progress |
Master |
--- |
| Xiaoyu Wang |
2023 |
in progress |
Master |
--- |
| Yitao Ma |
2023 |
in progress |
Master |
--- |
| Kailong Chen* |
2021 |
2024 |
Master |
Du Xiaoman, Beijing |
| Chenxu Zhang* |
2021 |
2024 |
Master |
---, Beijing |
| Xu Yang* |
2021 |
2024 |
Master |
Alibaba, Hangzhou |
* K. Chen, C. Zhang, and X. Yang started working with me since 2022
- Area Chair: NeurIPS 2025
- Senior Program Committee Member: IJCAI 2021, 2025; ECAI 2024, 2025
- Program Committee Member: ALT 2024, 2025; AAAI 2021, 2022, 2023, 2024; IJCAI 2020; ICONIP 2020
- Conference Reviewer: ICML 2021, 2022, 2023, 2024, 2025; NeurIPS 2021, 2022, 2023, 2024; ICLR 2022, 2023, 2024, 2025; AISTATS 2023, 2025; PAKDD 2022; CICAI 2022; ACML 2021; PRCV 2021; IJCNN 2021; KDD 2020
- Journal Reviewer: TPAMI; AIJ; TMLR; TSP; TNNLS; SCIS; Machine Learning; Optimization Methods and Software; IEEE Networking Letters; Neurocomputing; Information Sciences; Machine Intelligence Research; ESWA; 软件学报; 中国科学信息科学
