Seuraa
Zhenghang Ren
Zhenghang Ren
Hong Kong University of Science and Technology
Vahvistettu sähköpostiosoite verkkotunnuksessa cse.ust.hk - Kotisivu
Nimike
Viittaukset
Viittaukset
Vuosi
Tacc: A full-stack cloud computing infrastructure for machine learning tasks
K Xu, X Wan, H Wang, Z Ren, X Liao, D Sun, C Zeng, K Chen
arXiv preprint arXiv:2110.01556, 2021
252021
Sphinx: Enabling privacy-preserving online learning over the cloud
H Tian, C Zeng, Z Ren, D Chai, J Zhang, K Chen, Q Yang
2022 IEEE Symposium on Security and Privacy (SP), 2487-2501, 2022
242022
Improving availability of vertical federated learning: Relaxing inference on non-overlapping data
Z Ren, L Yang, K Chen
ACM Transactions on Intelligent Systems and Technology (TIST) 13 (4), 1-20, 2022
172022
Data resampling for federated learning with non-iid labels
Z Tang, Z Hu, S Shi, Y Cheung, Y Jin, Z Ren, X Chu
Proceedings of the International Workshop on Federated and Transfer Learning …, 2021
92021
Communication efficient secret sharing with dynamic communication-computation conversion
Z Ren, X Cheng, M Fan, J Zhang, C Hong
IEEE INFOCOM 2023-IEEE Conference on Computer Communications, 1-10, 2023
22023
Secure machine learning over relational data
Q Luo, Y Wang, Z Ren, K Yi, K Chen, X Wang
arXiv preprint arXiv:2109.14806, 2021
22021
VERTICES: Efficient Two-Party Vertical Federated Linear Model with TTP-aided Secret Sharing
M Fan, Y Jin, L Yang, Z Ren, K Chen
arXiv preprint arXiv:2306.16139, 2023
12023
Accelerating Secure Collaborative Machine Learning with Protocol-Aware RDMA
Z Ren, M Fan, Z Wang, J Zhang, C Zeng, Z Huang, C Hong, K Chen
1
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Artikkelit 1–8