Research

• 2023

  Kai Yue, Richeng Jin, Chau-Wai Wong, Dror Baron, and Huaiyu Dai. “Gradient Obfuscation Gives a False Sense of Security in Federated Learning." USENIX Security Symposium, 2023.

    paper   slides   code

• 2022

  Kai Yue, Richeng Jin, Ryan Pilgrim, Chau-Wai Wong, Dror Baron, Huaiyu Dai. “Neural Tangent Kernel Empowered Federated Learning." ICML 2022.

    paper   poster   slides   news   presentation   code

  Kai Yue, Richeng Jin, Chau-Wai Wong, and Huaiyu Dai. “Communication-Efficient Federated Learning via Predictive Coding." IEEE Journal of Selected Topics in Signal Processing (2022).

    paper   news   hackster.io   code

  Kai Yue, Richeng Jin, Chau-Wai Wong, and Huaiyu Dai. “Federated Learning via Plurality Vote." IEEE Transactions on Neural Networks and Learning Systems, 2022.

    paper   code

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