Ping Xu

20 papers A* 1A 1C 1Misc 3Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
DFedReweighting: A Unified Framework for Objective-Oriented Reweighting in Decentralized Federated Learning.
CoRR
Kaichuang Zhang, Wei Yin, Jinghao Yang, Ping Xu
2025 Misc conf
Distributional and Byzantine Robust Decentralized Federated Learning.
CISS
Kaichuang Zhang, Ping Xu, Zhi Tian
2025 J jnl
Robust Distributed Learning Against Both Distributional Shifts and Byzantine Attacks.
IEEE Trans. Neural Networks Learn. Syst.
Guanqiang Zhou, Ping Xu, Yue Wang, Zhi Tian
2025 J jnl
Towards Trustworthy Federated Learning.
CoRR
Alina Basharat, Yijun Bian, Ping Xu, Zhi Tian
2024 J jnl
Approximating Discrimination Within Models When Faced With Several Non-Binary Sensitive Attributes.
CoRR
Yijun Bian, Yujie Luo, Ping Xu
2024 Misc conf
Communication-Efficient Decentralized Dynamic Kernel Learning.
ICASSP
Ping Xu, Yue Wang, Xiang Chen, Zhi Tian
2024 J jnl
QC-ODKLA: Quantized and Communication- Censored Online Decentralized Kernel Learning via Linearized ADMM.
IEEE Trans. Neural Networks Learn. Syst.
Ping Xu, Yue Wang, Xiang Chen, Zhi Tian
2024 — conf
TS-FedNBS: Federated Edge Computing with Enhanced Robustness.
CyberC
Alina Basharat, Runhua Wang, Ping Xu
2023 A* conf
H-nobs: Achieving Certified Fairness and Robustness in Distributed Learning on Heterogeneous Datasets.
NeurIPS
Guanqiang Zhou, Ping Xu, Yue Wang, Zhi Tian
2022 J jnl
A class of distributed event-triggered average consensus algorithms for multi-agent systems.
Int. J. Control
Ping Xu, Cameron Nowzari, Zhi Tian
2022 Misc conf
Deep Kernel Learning Networks with Multiple Learning Paths.
ICASSP
Ping Xu, Yue Wang, Xiang Chen, Zhi Tian
2022 J jnl
QC-ODKLA: Quantized and Communication-Censored Online Decentralized Kernel Learning via Linearized ADMM.
CoRR
Ping Xu, Yue Wang, Xiang Chen, Zhi Tian
2022 J jnl
Robust Distributed Learning Against Both Distributional Shifts and Byzantine Attacks.
CoRR
Guanqiang Zhou, Ping Xu, Yue Wang, Zhi Tian
2021 J jnl
COKE: Communication-Censored Decentralized Kernel Learning.
J. Mach. Learn. Res.
Ping Xu, Yue Wang, Xiang Chen, Zhi Tian
2020 A conf
DC-CNN: Computational Flow Redefinition for Efficient CNN through Structural Decoupling.
DATE
Fuxun Yu, Zhuwei Qin, Di Wang, Ping Xu, Chenchen Liu, Zhi Tian, Xiang Chen
2019 J jnl
A Class of Distributed Event-Triggered Average Consensus Algorithms for Multi-Agent Systems.
CoRR
Ping Xu, Cameron Nowzari, Zhi Tian
2019 — conf
Coke: Communication-Censored Kernel Learning Via Random Features.
DSW
Ping Xu, Zhi Tian, Zhe Zhang, Yue Wang
2018 C conf
A class of event-triggered coordination algorithms for multi-agent systems on weight-balanced digraphs.
ACC
Ping Xu, Cameron Nowzari, Zhi Tian
2018 — conf
An Energy-Efficient Distributed Average Consensus Scheme via Infrequent Communication.
GlobalSIP
Ping Xu, Zhi Tian, Yue Wang
2017 — conf
Efficient channel estimation for massive MIMO systems via truncated two-dimensional atomic norm minimization.
ICC
Yue Wang, Ping Xu, Zhi Tian