publications

2024

  1. WWW
    Poisoning Attack on Federated Knowledge Graph Embedding
    Enyuan Zhou, Song Guo, Zhixiu Ma, and 3 more authors
    Proceedings of the ACM Web Conference, 2024

2023

  1. TMC
    Promptfl: Let federated participants cooperatively learn prompts instead of models-federated learning in age of foundation model
    Tao Guo, Song Guo, Junxiao Wang, and 2 more authors
    IEEE Transactions on Mobile Computing, 2023
  2. WWW
    pFedPrompt: Learning Personalized Prompt for Vision-Language Models in Federated Learning
    Tao Guo, Song Guo, and Junxiao Wang
    Proceedings of the ACM Web Conference, 2023
  3. TMC
    Tree Learning: Towards Promoting Coordination in Scalable Multi-Client Training Acceleration
    Tao Guo, Song Guo, Feijie Wu, and 5 more authors
    IEEE Transactions on Mobile Computing, 2023

2022

  1. arXiv
    Efficient Attribute Unlearning: Towards Selective Removal of Input Attributes from Feature Representations
    Tao Guo, Song Guo, Jiewei Zhang, and 2 more authors
    arXiv preprint arXiv:2202.13295, 2022
  2. NIPS
    Hierarchical channel-spatial encoding for communication-efficient collaborative learning
    Qihua Zhou, Song Guo, Yi Liu, and 6 more authors
    Advances in Neural Information Processing Systems, 2022

2021

  1. ATC
    Octo:{INT8} training with loss-aware compensation and backward quantization for tiny on-device learning
    Qihua Zhou, Song Guo, Zhihao Qu, and 6 more authors
    In 2021 USENIX Annual Technical Conference (USENIX ATC 21), 2021