Byzantine-robust decentralized stochastic optimization over static and time-varying networks J Peng, W Li, Q Ling Signal Processing 183, 108020, 2021 | 47 | 2021 |
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 | 26 | 2022 |
Byzantine-robust decentralized stochastic optimization J Peng, Q Ling ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 15 | 2020 |
Variance reduction-boosted Byzantine robustness in decentralized stochastic optimization J Peng, W Li, Q Ling ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 7 | 2022 |
Byzantine-robust decentralized stochastic optimization with stochastic gradient noise-independent learning error J Peng, W Li, Q Ling Signal Processing 219, 109419, 2024 | 1 | 2024 |
Mean Aggregator Is More Robust Than Robust Aggregators Under Label Poisoning Attacks J Peng, W Li, Q Ling Proceedings of the Thirty-Third International Joint Conference on Artificial …, 2024 | 1 | 2024 |
Decentralized Machine Learning over the Internet D Zhu, J Peng 2022 41st Chinese Control Conference (CCC), 2010-2015, 2022 | | 2022 |
Byzantine-robust decentralized stochastic optimization over static and time-varying networks J Peng, W Li, Q Ling arXiv preprint arXiv:2005.06276, 2020 | | 2020 |