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Bingyan Liu
Bingyan Liu
在 bupt.edu.cn 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Pfa: Privacy-preserving federated adaptation for effective model personalization
B Liu, Y Guo, X Chen
Proceedings of the Web Conference 2021, 923-934, 2021
702021
Transtailor: Pruning the pre-trained model for improved transfer learning
B Liu, Y Cai, Y Guo, X Chen
Proceedings of the AAAI conference on artificial intelligence 35 (10), 8627-8634, 2021
472021
ModelDiff: Testing-based DNN similarity comparison for model reuse detection
Y Li, Z Zhang, B Liu, Z Yang, Y Liu
Proceedings of the 30th ACM SIGSOFT International Symposium on Software …, 2021
382021
ReMoS: reducing defect inheritance in transfer learning via relevant model slicing
Z Zhang, Y Li, J Wang, B Liu, D Li, Y Guo, X Chen, Y Liu
Proceedings of the 44th International Conference on Software Engineering …, 2022
332022
Pmc: A privacy-preserving deep learning model customization framework for edge computing
B Liu, Y Li, Y Liu, Y Guo, X Chen
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2020
242020
Trust2Privacy: A novel fuzzy trust-to-privacy mechanism for mobile social networks
G Xu, B Liu, L Jiao, X Li, M Feng, K Liang, L Ma, X Zheng
IEEE wireless communications 27 (3), 72-78, 2020
222020
Recent advances on federated learning: A systematic survey
B Liu, N Lv, Y Guo, Y Li
Neurocomputing, 128019, 2024
182024
Distfl: Distribution-aware federated learning for mobile scenarios
B Liu, Y Cai, Z Zhang, Y Li, L Wang, D Li, Y Guo, X Chen
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2021
172021
Multi-view scholar clustering with dynamic interest tracking
A Li, Y Li, Y Shao, B Liu
IEEE Transactions on Knowledge and Data Engineering, 2023
142023
WealthAdapt: A general network adaptation framework for small data tasks
B Liu, Y Guo, X Chen
Proceedings of the 27th ACM International Conference on Multimedia, 2179-2187, 2019
112019
Teeslice: slicing dnn models for secure and efficient deployment
Z Zhang, LKL Ng, B Liu, Y Cai, D Li, Y Guo, X Chen
Proceedings of the 2nd ACM International Workshop on AI and Software Testing …, 2022
82022
No Privacy Left Outside: On the (In-) Security of TEE-Shielded DNN Partition for On-Device ML
Z Zhang, C Gong, Y Cai, Y Yuan, B Liu, D Li, Y Guo, X Chen
arXiv preprint arXiv:2310.07152, 2023
32023
FedSlice: Protecting Federated Learning Models from Malicious Participants with Model Slicing
Z Zhang, Y Li, B Liu, Y Cai, D Li, Y Guo, X Chen
2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE …, 2023
32023
Beyond Fine-Tuning: Efficient and Effective Fed-Tuning for Mobile/Web Users
B Liu, Y Cai, H Bi, Z Zhang, D Li, Y Guo, X Chen
Proceedings of the ACM Web Conference 2023, 2863-2873, 2023
12023
Traceable Federated Continual Learning
Q Wang, B Liu, Y Li
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
2024
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