Research Interest

Education Experiences

Selected Papers (Publications by Year)

  1. 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), 3304 - 3327, 2023.

  2. 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.

  3. 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.

  4. 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.

  5. Projection-free Online Learning over Strongly Convex Sets [PDF, arXiv]
    Yuanyu Wan, and Lijun Zhang
    In Proceedings of the 35th AAAI Conference on Artificial Intelligence (AAAI'21), pages 10076 - 10084, 2021.

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