Research Interest

Education Experiences

Selected Papers (Publications by Year)

  1. Improved Regret for Bandit Convex Optimization with Delayed Feedback [arXiv]
    Yuanyu Wan, Chang Yao, Mingli Song, and Lijun Zhang
    In Advances in Neural Information Processing Systems 37 (NeurIPS'24), to appear, 2024.

  2. 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.

  3. 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.

  4. 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.

  5. 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.

  6. 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.

  7. 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.

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