Junxiao Wang

Federated Unlearning via Class-Discriminative Pruning

Junxiao Wang, Song Guo, Xin Xie et al. · Proceedings of the ACM Web Conference 2022 · 2022 · 131 citations

Computing, Computer Science, Computer Vision +11

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 · 119 citations

Computing, Computer Science, Distributed Systems +13

PMR: Prototypical Modal Rebalance for Multimodal Learning

Yunfeng Fan, Wenchao Xu, Haozhao Wang et al. · 2023 · 109 citations · Full text

Computing, Computer Science, Computer Vision +12

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 · 78 citations

Computing, Computer Science, Cybersecurity +17

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

Tao Guo, Song Guo, Junxiao Wang · 2023 · 62 citations

Computing, Computer Science, Computer Vision +16