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Title
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Year
Vertically federated graph neural network for privacy-preserving node classification
C Chen, J Zhou, L Zheng, H Wu, L Lyu, J Wu, B Wu, Z Liu, L Wang, ...
arXiv preprint arXiv:2005.11903, 2020
932020
When homomorphic encryption marries secret sharing: Secure large-scale sparse logistic regression and applications in risk control
C Chen, J Zhou, L Wang, X Wu, W Fang, J Tan, L Wang, AX Liu, H Wang, ...
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
692021
Practical privacy preserving POI recommendation
C Chen, J Zhou, B Wu, W Fang, L Wang, Y Qi, X Zheng
ACM Transactions on Intelligent Systems and Technology (TIST) 11 (5), 1-20, 2020
682020
ASFGNN: Automated separated-federated graph neural network
L Zheng, J Zhou, C Chen, B Wu, L Wang, B Zhang
Peer-to-Peer Networking and Applications 14 (3), 1692-1704, 2021
672021
Backdoor defense with machine unlearning
Y Liu, M Fan, C Chen, X Liu, Z Ma, L Wang, J Ma
IEEE INFOCOM 2022-IEEE conference on computer communications, 280-289, 2022
612022
Differential private knowledge transfer for privacy-preserving cross-domain recommendation
C Chen, H Wu, J Su, L Lyu, X Zheng, L Wang
Proceedings of the ACM Web Conference 2022, 1455-1465, 2022
532022
Large-scale secure XGB for vertical federated learning
W Fang, D Zhao, J Tan, C Chen, C Yu, L Wang, L Wang, J Zhou, B Zhang
Proceedings of the 30th ACM International Conference on Information …, 2021
442021
Secure social recommendation based on secret sharing
C Chen, L Li, B Wu, C Hong, L Wang, J Zhou
arXiv preprint arXiv:2002.02088, 2020
412020
Survey and open problems in privacy-preserving knowledge graph: merging, query, representation, completion, and applications
C Chen, F Zheng, J Cui, Y Cao, G Liu, J Wu, J Zhou
International Journal of Machine Learning and Cybernetics, 1-20, 2024
262024
Characterizing membership privacy in stochastic gradient langevin dynamics
B Wu, C Chen, S Zhao, C Chen, Y Yao, G Sun, L Wang, X Zhang, J Zhou
Proceedings of the AAAI conference on artificial intelligence 34 (04), 6372-6379, 2020
252020
Industrial scale privacy preserving deep neural network
L Zheng, C Chen, Y Liu, B Wu, X Wu, L Wang, L Wang, J Zhou, S Yang
arXiv preprint arXiv:2003.05198, 2020
212020
A comprehensive analysis of information leakage in deep transfer learning
C Chen, B Wu, M Qiu, L Wang, J Zhou
arXiv preprint arXiv:2009.01989, 2020
182020
A hybrid-domain framework for secure gradient tree boosting
W Fang, C Chen, J Tan, C Yu, Y Lu, L Wang, L Wang, J Zhou, AX Liu
arXiv preprint arXiv:2005.08479, 2020
182020
Video-audio domain generalization via confounder disentanglement
S Zhang, X Feng, W Fan, W Fang, F Feng, W Ji, S Li, L Wang, S Zhao, ...
Proceedings of the AAAI Conference on Artificial Intelligence 37 (12), 15322 …, 2023
72023
Learning to generalize in heterogeneous federated networks
C Chen, T Ye, L Wang, M Gao
Proceedings of the 31st ACM International Conference on Information …, 2022
52022
Toward scalable and privacy-preserving deep neural network via algorithmic-cryptographic co-design
J Zhou, L Zheng, C Chen, Y Wang, X Zheng, B Wu, C Chen, L Wang, ...
ACM Transactions on Intelligent Systems and Technology (TIST) 13 (4), 1-21, 2022
52022
Nebula: a scalable privacy-preserving machine learning system in ant financial
C Chen, B Wu, L Wang, C Chen, J Tan, L Wang, J Zhou, B Zhang
Proceedings of the 29th ACM International Conference on Information …, 2020
42020
Secret sharing based secure regressions with applications
C Chen, L Li, W Fang, J Zhou, L Wang, L Wang, S Yang, A Liu, H Wang
arXiv preprint arXiv:2004.04898, 2020
42020
Automatic knowledge fusion in transferrable networks for semantic text matching
C Chen, YL Zhang, M Qiu, B Wu, L Wang, L Li, J Zhou
Companion Proceedings of the Web Conference 2020, 73-74, 2020
12020
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Articles 1–19