Papers

Publications

  • Incentive-Aware Recommender Systems in Two-Sided Markets. [Paper] [Code]
    Xiaowu Dai, Wenlu Xu, Yuan Qi, Michael I. Jordan.
    ACM Transactions on Recommender Systems, 2024.

  • Correlation-Aware and Personalized Privacy-Preserving Data Collection [Paper]
    Dongxiao Yu, Kaiyi Zhang, Youming Tao, Wenlu Xu, Yifei Zou, Xiuzhen Cheng.
    2024 International Conference on Computing, Networking and Communications (ICNC) - ICNC'24 Invited Papers.

  • Byzantine-Resilient Federated Learning at Edge [Paper]
    Youming Tao, Sijia Cui, Wenlu Xu, Haofei Yin, Dongxiao Yu, Weifa Liang, Xiuzhen Cheng.
    IEEE Transactions on Computers, 2023.

Preprints

  • Interference in Two-Sided Markets
    Wenlu Xu, Xiaowu Dai.
    Preprint, 2024+.

  • A Contextual Bayesian-Incentive-Compatible Algorithm for Causal Bandit in Recommender Systems
    Wenlu Xu, Xiaowu Dai.
    Preprint, 2023+.

  • Statistical Inference with Gradient Information
    Wenlu Xu, Xiaowu Dai.
    Preprint, 2023+.

Miscellaneous

  • Fair Pricing for American Options in Nonlinear Market
    Wenlu Xu, Tianyang Nie.
    Outstanding Thesis Award at SDU, 2022.