Partially encrypted multi-party computation for federated learning E Sotthiwat, L Zhen, Z Li, C Zhang 2021 IEEE/ACM 21st International Symposium on Cluster, Cloud and Internet …, 2021 | 48 | 2021 |
Distributed multi-task classification: A decentralized online learning approach C Zhang, P Zhao, S Hao, YC Soh, BS Lee, C Miao, SCH Hoi Machine Learning 107, 727-747, 2018 | 36 | 2018 |
Second-order online active learning and its applications S Hao, J Lu, P Zhao, C Zhang, SCH Hoi, C Miao IEEE Transactions on Knowledge and Data Engineering 30 (7), 1338-1351, 2017 | 36 | 2017 |
Augmented multi-party computation against gradient leakage in federated learning C Zhang, S Ekanut, L Zhen, Z Li IEEE Transactions on Big Data, 2022 | 27 | 2022 |
Soal: Second-order online active learning S Hao, P Zhao, J Lu, SCH Hoi, C Miao, C Zhang 2016 IEEE 16th International Conference on Data Mining (ICDM), 931-936, 2016 | 25 | 2016 |
Gazetry: Swipe text typing using gaze Y Liu, C Zhang, C Lee, BS Lee, AQ Chen Proceedings of the annual meeting of the australian special interest group …, 2015 | 25 | 2015 |
Rom: A robust online multi-task learning approach C Zhang, P Zhao, S Hao, YC Soh, BS Lee 2016 IEEE 16th International Conference on Data Mining (ICDM), 1341-1346, 2016 | 7 | 2016 |
Partially encrypted multi-party computation for federated learning. In 2021 IEEE/ACM 21st International Symposium on Cluster, Cloud and Internet Computing (CCGrid) E Sotthiwat, L Zhen, Z Li, C Zhang IEEE, 2021 | 6 | 2021 |
Distributed optimization for degenerate loss functions arising from over-parameterization C Zhang, Q Li Artificial Intelligence 301, 103575, 2021 | 5 | 2021 |
Decentralized Optimization with Edge Sampling. C Zhang, Q Li, P Zhao IJCAI, 658-664, 2019 | 5 | 2019 |
Generative gradient inversion via over-parameterized networks in federated learning C Zhang, Z Xiaoman, E Sotthiwat, Y Xu, P Liu, L Zhen, Y Liu Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 4 | 2023 |
Distributed optimization for over-parameterized learning C Zhang, Q Li arXiv preprint arXiv:1906.06205, 2019 | 4 | 2019 |
Online federated learning over decentralized networks C Zhang | 3 | 2018 |
Distributed Monitoring for Energy Infrastructures: A Two-Tier Analysis over Wireless Networks C Zhang, L Zhen, J Zhou, C Chen IEEE Wireless Communications 28 (6), 13-18, 2021 | 1 | 2021 |
Generative Image Reconstruction From Gradients E Sotthiwat, L Zhen, C Zhang, Z Li, RSM Goh IEEE Transactions on Neural Networks and Learning Systems, 2024 | | 2024 |
Parameter-Efficient Fine-Tuning with Controls C Zhang, C Jingpu, Y Xu, Q Li Forty-first International Conference on Machine Learning, 2024 | | 2024 |