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Zhaoxian Wu
ORCID
Publication Activity (10 Years)
Years Active: 2019-2024
Publications (10 Years): 16
Top Topics
Stochastic Gradient Descent
Td Learning
Fault Tolerant
Fixed Point
Top Venues
CoRR
ICASSP
IEEE Trans. Signal Process.
IEEE Trans. Neural Networks Learn. Syst.
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Publications
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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)