Zhaoxian Wu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 16

Top Topics

Stochastic Gradient Descent

Top Venues

IEEE Trans. Signal Process.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Zhaoxian Wu, Tayfun Gokmen, Malte J. Rasch, Tianyi Chen
Towards Exact Gradient-based Training on Analog In-memory Computing. CoRR (2024)
Yue Huang, Zhaoxian Wu, Qing Ling
On the Convergence of Single-Timescale Multi-Sequence Stochastic Approximation Without Fixed Point Smoothness. ICASSP (2024)
Ying Cao, Zhaoxian Wu, Kun Yuan, Ali H. Sayed
On the Trade-off between Flatness and Optimization in Distributed Learning. CoRR (2024)
Xingrong Dong, Zhaoxian Wu, Qing Ling, Zhi Tian
Byzantine-Robust Distributed Online Learning: Taming Adversarial Participants in An Adversarial Environment. CoRR (2023)
Zhaoxian Wu, Tianyi Chen, Qing Ling
Byzantine-Resilient Decentralized Stochastic Optimization With Robust Aggregation Rules. IEEE Trans. Signal Process. 71 (2023)
Xingrong Dong, Zhaoxian Wu, Qing Ling, Zhi Tian
Distributed Online Learning With Adversarial Participants In An Adversarial Environment. ICASSP (2023)
Kun Yuan, Zhaoxian Wu, Qing Ling
A Byzantine-Resilient Dual Subgradient Method for Vertical Federated Learning. ICASSP (2022)
Weiyu Li, Zhaoxian Wu, Tianyi Chen, Liping Li, Qing Ling
Communication-Censored Distributed Stochastic Gradient Descent. IEEE Trans. Neural Networks Learn. Syst. 33 (11) (2022)
Zhaoxian Wu, Tianyi Chen, Qing Ling
Byzantine-Resilient Decentralized Stochastic Optimization with Robust Aggregation Rules. CoRR (2022)
Jie Peng, Zhaoxian Wu, Qing Ling, Tianyi Chen
Byzantine-robust variance-reduced federated learning over distributed non-i.i.d. data. Inf. Sci. 616 (2022)
Zhaoxian Wu, Han Shen, Tianyi Chen, Qing Ling
Byzantine-Resilient Decentralized TD Learning with Linear Function Approximation. ICASSP (2021)
Zhaoxian Wu, Han Shen, Tianyi Chen, Qing Ling
Byzantine-Resilient Decentralized Policy Evaluation With Linear Function Approximation. IEEE Trans. Signal Process. 69 (2021)
Zhaoxian Wu, Qing Ling, Tianyi Chen, Georgios B. Giannakis
Resilient to Byzantine Attacks Finite-Sum Optimization Over Networks. ICASSP (2020)
Jie Peng, Zhaoxian Wu, Qing Ling
Byzantine-Robust Variance-Reduced Federated Learning over Distributed Non-i.i.d. Data. CoRR (2020)
Zhaoxian Wu, Qing Ling, Tianyi Chen, Georgios B. Giannakis
Federated Variance-Reduced Stochastic Gradient Descent With Robustness to Byzantine Attacks. IEEE Trans. Signal Process. 68 (2020)
Zhaoxian Wu, Qing Ling, Tianyi Chen, Georgios B. Giannakis
Federated Variance-Reduced Stochastic Gradient Descent with Robustness to Byzantine Attacks. CoRR (2019)