- Machine Learning, Online Learning, Distributed Optimization
- 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
- Nearly Optimal Regret for Decentralized Online Convex Optimization [arXiv]
Yuanyu Wan, Tong Wei, Mingli Song, and Lijun Zhang
In Proceedings of the 37th Annual Conference on Learning Theory (COLT'24), to appear, 2024.
- Non-stationary Online Convex Optimization with Arbitrary Delays [arXiv]
Yuanyu Wan, Chang Yao, Mingli Song, and Lijun Zhang
In Proceedings of the 41st International Conference on Machine Learning (ICML'24), to appear, 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.
- Online Frank-Wolfe with Arbitrary Delays [PDF, Supplementary]
Yuanyu Wan, Wei-Wei Tu, and Lijun Zhang
In Advances in Neural Information Processing Systems 35 (NeurIPS'22), pages 19703 - 19715, 2022.
- 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.
- Senior Program Committee Member: ECAI 2024; IJCAI 2021
- Program Committee Member: ALT 2024; AAAI 2021, 2022, 2023, 2024; IJCAI 2020; ICONIP 2020
- Conference Reviewer: ICML 2021, 2022, 2023, 2024; NeurIPS 2021, 2022, 2023, 2024; ICLR 2022, 2023, 2024; AISTATS 2023; PAKDD 2022; CICAI 2022; ACML 2021; PRCV 2021; IJCNN 2021; KDD 2020
- Journal Reviewer: IEEE Transactions on Pattern Analysis and Machine Intelligence; Machine Learning; Transactions on Machine Learning Research; Optimization Methods and Software; Neurocomputing; Information Sciences; 软件学报; 中国科学信息科学
