Federated variance-reduced stochastic gradient descent with robustness to byzantine attacks Z Wu, Q Ling, T Chen, GB Giannakis IEEE Transactions on Signal Processing 68, 4583-4596, 2020 | 179 | 2020 |
Byzantine-resilient decentralized policy evaluation with linear function approximation Z Wu, H Shen, T Chen, Q Ling IEEE Transactions on Signal Processing 69, 3839-3853, 2021 | 22 | 2021 |
Byzantine-resilient decentralized stochastic optimization with robust aggregation rules Z Wu, T Chen, Q Ling IEEE transactions on signal processing, 2023 | 21 | 2023 |
Byzantine-robust variance-reduced federated learning over distributed non-iid data J Peng, Z Wu, Q Ling, T Chen Information Sciences 616, 367-391, 2022 | 19 | 2022 |
Communication-censored distributed stochastic gradient descent W Li, Z Wu, T Chen, L Li, Q Ling IEEE Transactions on Neural Networks and Learning Systems 33 (11), 6831-6843, 2021 | 14 | 2021 |
A Byzantine-resilient dual subgradient method for vertical federated learning K Yuan, Z Wu, Q Ling ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 4 | 2022 |
Byzantine-robust distributed online learning: Taming adversarial participants in an adversarial environment X Dong, Z Wu, Q Ling, Z Tian IEEE Transactions on Signal Processing, 2023 | 3 | 2023 |
Distributed online learning with adversarial participants in an adversarial environment X Dong, Z Wu, Q Ling, Z Tian ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 1 | 2023 |
Communication-Censored Distributed Stochastic Gradient Descent W Li, T Chen, L Li, Z Wu, Q Ling arXiv preprint arXiv:1909.03631, 2019 | 1 | 2019 |
Resilient to Byzantine Attacks Finite-Sum Optimization Over Networks Z Wu, Q Ling, T Chen, GB Giannakis ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | | 2020 |