Junxiao Wang

Federated Unlearning via Class-Discriminative Pruning

Junxiao Wang, Song Guo, Xin Xie et al. · Proceedings of the ACM Web Conference 2022 · 2022 · 115 citations

Artificial Intelligence, Engineering, Machine Learning +16

PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models – Federated Learning in Age of Foundation Model

Tao Guo, Song Guo, Junxiao Wang et al. · IEEE Transactions on Mobile Computing · 2023 · 101 citations

Artificial Intelligence, Federated Prompt Training, Machine Learning +22

PMR: Prototypical Modal Rebalance for Multimodal Learning

Yunfeng Fan, Wenchao Xu, Haozhao Wang et al. · 2023 · 90 citations · Full text

Protect Privacy from Gradient Leakage Attack in Federated Learning

Junxiao Wang, Song Guo, Xin Xie et al. · IEEE INFOCOM 2022 - IEEE Conference on Computer Communications · 2022 · 75 citations

Privacy Protection, Engineering, Machine Learning +18

pFedPrompt: Learning Personalized Prompt for Vision-Language Models in Federated Learning

Tao Guo, Song Guo, Junxiao Wang · 2023 · 55 citations