Zhaoxian Wu

25 papers A* 1Misc 5Journal 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
Dynamic Symmetric Point Tracking: Tackling Non-ideal Reference in Analog In-memory Training.
CoRR
Quan Xiao, Jindan Li, Zhaoxian Wu, Tayfun Gokmen, Tianyi Chen
2025 J jnl
Analog In-memory Training on General Non-ideal Resistive Elements: The Impact of Response Functions.
CoRR
Zhaoxian Wu, Quan Xiao, Tayfun Gokmen, Omobayode Fagbohungbe, Tianyi Chen
2025 J jnl
In-memory Training on Analog Devices with Limited Conductance States via Multi-tile Residual Learning.
CoRR
Jindan Li, Zhaoxian Wu, Gaowen Liu, Tayfun Gokmen, Tianyi Chen
2025 J jnl
On the Trade-Off Between Flatness and Optimization in Distributed Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Ying Cao, Zhaoxian Wu, Kun Yuan, Ali H. Sayed
2025 J jnl
Single-Timescale Multi-Sequence Stochastic Approximation Without Fixed Point Smoothness: Theories and Applications.
IEEE Trans. Signal Process.
Yue Huang, Zhaoxian Wu, Shiqian Ma, Qing Ling
2024 J jnl
Byzantine-Robust Distributed Online Learning: Taming Adversarial Participants in An Adversarial Environment.
IEEE Trans. Signal Process.
Xingrong Dong, Zhaoxian Wu, Qing Ling, Zhi Tian
2024 Misc conf
On the Convergence of Single-Timescale Multi-Sequence Stochastic Approximation Without Fixed Point Smoothness.
ICASSP
Yue Huang, Zhaoxian Wu, Qing Ling
2024 J jnl
On the Trade-off between Flatness and Optimization in Distributed Learning.
CoRR
Ying Cao, Zhaoxian Wu, Kun Yuan, Ali H. Sayed
2024 J jnl
Pipeline Gradient-based Model Training on Analog In-memory Accelerators.
CoRR
Zhaoxian Wu, Quan Xiao, Tayfun Gokmen, Hsinyu Tsai, Kaoutar El Maghraoui, Tianyi Chen
2024 J jnl
Single-Timescale Multi-Sequence Stochastic Approximation Without Fixed Point Smoothness: Theories and Applications.
CoRR
Yue Huang, Zhaoxian Wu, Shiqian Ma, Qing Ling
2024 A* conf
Towards Exact Gradient-based Training on Analog In-memory Computing.
NeurIPS
Zhaoxian Wu, Tayfun Gokmen, Malte J. Rasch, Tianyi Chen
2024 J jnl
Towards Exact Gradient-based Training on Analog In-memory Computing.
CoRR
Zhaoxian Wu, Tayfun Gokmen, Malte J. Rasch, Tianyi Chen
2023 J jnl
Byzantine-Resilient Decentralized Stochastic Optimization With Robust Aggregation Rules.
IEEE Trans. Signal Process.
Zhaoxian Wu, Tianyi Chen, Qing Ling
2023 J jnl
Byzantine-Robust Distributed Online Learning: Taming Adversarial Participants in An Adversarial Environment.
CoRR
Xingrong Dong, Zhaoxian Wu, Qing Ling, Zhi Tian
2023 Misc conf
Distributed Online Learning With Adversarial Participants In An Adversarial Environment.
ICASSP
Xingrong Dong, Zhaoxian Wu, Qing Ling, Zhi Tian
2022 Misc conf
A Byzantine-Resilient Dual Subgradient Method for Vertical Federated Learning.
ICASSP
Kun Yuan, Zhaoxian Wu, Qing Ling
2022 J jnl
Byzantine-Resilient Decentralized Stochastic Optimization with Robust Aggregation Rules.
CoRR
Zhaoxian Wu, Tianyi Chen, Qing Ling
2022 J jnl
Byzantine-robust variance-reduced federated learning over distributed non-i.i.d. data.
Inf. Sci.
Jie Peng, Zhaoxian Wu, Qing Ling, Tianyi Chen
2022 J jnl
Communication-Censored Distributed Stochastic Gradient Descent.
IEEE Trans. Neural Networks Learn. Syst.
Weiyu Li, Zhaoxian Wu, Tianyi Chen, Liping Li, Qing Ling
2021 J jnl
Byzantine-Resilient Decentralized Policy Evaluation With Linear Function Approximation.
IEEE Trans. Signal Process.
Zhaoxian Wu, Han Shen, Tianyi Chen, Qing Ling
2021 Misc conf
Byzantine-Resilient Decentralized TD Learning with Linear Function Approximation.
ICASSP
Zhaoxian Wu, Han Shen, Tianyi Chen, Qing Ling
2020 J jnl
Byzantine-Robust Variance-Reduced Federated Learning over Distributed Non-i.i.d. Data.
CoRR
Jie Peng, Zhaoxian Wu, Qing Ling
2020 J jnl
Federated Variance-Reduced Stochastic Gradient Descent With Robustness to Byzantine Attacks.
IEEE Trans. Signal Process.
Zhaoxian Wu, Qing Ling, Tianyi Chen, Georgios B. Giannakis
2020 Misc conf
Resilient to Byzantine Attacks Finite-Sum Optimization Over Networks.
ICASSP
Zhaoxian Wu, Qing Ling, Tianyi Chen, Georgios B. Giannakis
2019 J jnl
Federated Variance-Reduced Stochastic Gradient Descent with Robustness to Byzantine Attacks.
CoRR
Zhaoxian Wu, Qing Ling, Tianyi Chen, Georgios B. Giannakis