| Federated unlearning via class-discriminative pruning J Wang, S Guo, X Xie, H Qi Proceedings of the ACM Web Conference 2022, 622-632, 2022 | 125 | 2022 |
| PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models--Federated Learning in Age of Foundation Model T Guo, S Guo, J Wang, W Xu arXiv preprint arXiv:2208.11625, 2022 | 106 | 2022 |
| Protect Privacy from Gradient Leakage Attack in Federated Learning J Wang, S Guo, X Xie, H Qi IEEE INFOCOM 2022-IEEE Conference on Computer Communications, 580-589, 2022 | 71 | 2022 |
| Pmr: Prototypical modal rebalance for multimodal learning Y Fan, W Xu, H Wang, J Wang, S Guo Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 63 | 2023 |
| Pfedprompt: Learning personalized prompt for vision-language models in federated learning T Guo, S Guo, J Wang Proceedings of the ACM Web Conference 2023, 1364-1374, 2023 | 61 | 2023 |
| Federated Unlearning: Guarantee the Right of Clients to Forget L Wu, S Guo, J Wang, Z Hong, J Zhang, Y Ding IEEE Network, 2022 | 51 | 2022 |
| PRSFC-IoT: A performance and resource aware orchestration system of service function chaining for Internet of Things J Wang, H Qi, K Li, X Zhou IEEE Internet of Things Journal 5 (3), 1400-1410, 2018 | 51 | 2018 |
| A Survey on Gradient Inversion: Attacks, Defenses and Future Directions R Zhang, S Guo, J Wang, X Xie, D Tao International Joint Conference on Artificial Intelligence (IJCAI) 2022, 2022 | 50 | 2022 |
| Fedtune: A deep dive into efficient federated fine-tuning with pre-trained transformers J Chen, W Xu, S Guo, J Wang, J Zhang, H Wang arXiv preprint arXiv:2211.08025, 2022 | 35 | 2022 |
| A blockchain-driven IIoT traffic classification service for edge computing H Qi, J Wang, W Li, Y Wang, T Qiu IEEE Internet of Things Journal 8 (4), 2124-2134, 2020 | 30 | 2020 |
| Faithful vision-language interpretation via concept bottleneck models S Lai, L Hu, J Wang, L Berti-Equille, D Wang The Twelfth International Conference on Learning Representations, 2023 | 28 | 2023 |
| Efficient Attribute Unlearning: Towards Selective Removal of Input Attributes from Feature Representations T Guo, S Guo, J Zhang, W Xu, J Wang arXiv preprint arXiv:2202.13295, 2022 | 22* | 2022 |
| A framework for resource-aware online traffic classification using CNN W Zhang, J Wang, S Chen, H Qi, K Li Proceedings of the 14th International Conference on Future Internet …, 2019 | 14 | 2019 |
| FlowTracer: An effective flow trajectory detection solution based on probabilistic packet tagging in SDN-enabled networks J Wang, H Qi, Y He, W Li, K Li, X Zhou IEEE Transactions on Network and Service Management 16 (4), 1884-1898, 2019 | 13 | 2019 |
| Investigating Trojan Attacks on Pre-trained Language Model-powered Database Middleware P Dong, S Guo, J Wang Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 7 | 2023 |
| Demystify Self-Attention in Vision Transformers from a Semantic Perspective: Analysis and Application L Wu, S Guo, Y Ding, J Wang, W Xu, RY Xu, J Zhang arXiv preprint arXiv:2211.08543, 2022 | 5 | 2022 |
| Efficient integrity authentication scheme for large-scale RFID systems X Xie, X Liu, J Wang, S Guo, H Qi, K Li IEEE Transactions on Mobile Computing 22 (9), 5216-5230, 2022 | 5 | 2022 |
| Rethinking Personalized Client Collaboration in Federated Learning L Wu, S Guo, Y Ding, J Wang, W Xu, Y Zhan, AM Kermarrec IEEE Transactions on Mobile Computing, 2024 | 4 | 2024 |
| Towards test-time refusals via concept negation P Dong, S Guo, J Wang, B Wang, J Zhang, Z Liu Advances in Neural Information Processing Systems 36, 26638-26649, 2023 | 4 | 2023 |
| On knowledge editing in federated learning: Perspectives, challenges, and future directions L Wu, S Guo, J Wang, Z Hong, J Zhang, J Zhou arXiv preprint arXiv:2306.01431, 2023 | 4 | 2023 |
Song GuoFCAE, FIEEE, Hong Kong University of Science and TechnologyEmail verificata su cse.ust.hk