Qing Ling
Sun Yat-Sen University
H-index: 35
Asia-China
Top articles of Qing Ling
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Byzantine-Robust Decentralized Stochastic Optimization with Stochastic Gradient Noise-Independent Learning Error | Signal Processing | Jie Peng Weiyu Li Qing Ling | 2024 |
On the Generalization Error of Byzantine-Resilient Decentralized Learning | Haoxiang Ye Qing Ling | 2024/4/14 | |
Byzantine-Robust Distributed Online Learning: Taming Adversarial Participants in An Adversarial Environment | IEEE Transactions on Signal Processing | Xingrong Dong Zhaoxian Wu Qing Ling Zhi Tian | 2024 |
D3: Dual-Domain Defenses for Byzantine-Resilient Decentralized Resource Allocation | Runhua Wang Qing Ling Zhi Tian | 2024/4/14 | |
On the tradeoff between privacy preservation and Byzantine-robustness in decentralized learning | Haoxiang Ye Heng Zhu Qing Ling | 2024/4/14 | |
On the convergence of single-timescale multi-sequence stochastic approximation without fixed point smoothness | Yue Huang Zhaoxian Wu Qing Ling | 2024 | |
Robust Reward-Free Actor-Critic for Cooperative Multiagent Reinforcement Learning | IEEE Transactions on Neural Networks and Learning Systems | Qifeng Lin Qing Ling | 2024 |
Mean Aggregator Is More Robust Than Robust Aggregators Under Label Poisoning Attacks | IJCAI | Jie Peng Weiyu Li Qing Ling | 2024/4/21 |
Spectral adversarial training for robust graph neural network | IEEE Transactions on Knowledge and Data Engineering | Jintang Li Jiaying Peng Liang Chen Zibin Zheng Tingting Liang | 2022/11/15 |
A Communication-Efficient Decentralized Newton's Method With Provably Faster Convergence | IEEE Transactions on Signal and Information Processing over Networks | Huikang Liu Jiaojiao Zhang Anthony Man-Cho So Qing Ling | 2023/7/3 |
Distributed online learning with adversarial participants in an adversarial environment | Xingrong Dong Zhaoxian Wu Qing Ling Zhi Tian | 2023 | |
Byzantine-Robust Distributed Learning With Compression | IEEE Transactions on Signal and Information Processing over Networks | Heng Zhu Qing Ling | 2023/4/12 |
Lazy Queries Can Reduce Variance in Zeroth-order Optimization | IEEE Transactions on Signal Processing | Quan Xiao Qing Ling Tianyi Chen | 2023/6/14 |
Byzantine-robust and communication-efficient personalized federated learning | Xuechao He Jiaojiao Zhang Qing Ling | 2023 | |
Quantization Bits Allocation for Wireless Federated Learning | IEEE Transactions on Wireless Communications | Muhang Lan Qing Ling Song Xiao Wenyi Zhang | 2023/4/3 |
C-RSA: Byzantine-robust and communication-efficient distributed learning in the non-convex and non-IID regime | Signal Processing | Xuechao He Heng Zhu Qing Ling | 2023/8/12 |
Confederated learning: Federated learning with decentralized edge servers | IEEE Transactions on Signal Processing | Bin Wang Jun Fang Hongbin Li Xiaojun Yuan Qing Ling | 2023/2/2 |
Variance-Reduced Stochastic Quasi-Newton Methods for Decentralized Learning | IEEE Transactions on Signal Processing | Jiaojiao Zhang Huikang Liu Anthony Man-Cho So Qing Ling | 2023/2/1 |
Byzantine-resilient decentralized stochastic optimization with robust aggregation rules | IEEE Transactions on Signal Processing | Zhaoxian Wu Tianyi Chen Qing Ling | 2023/8/3 |
Byzantine-resilient decentralized resource allocation | Runhua Wang Yaohua Liu Qing Ling | 2022 |
Co-Authors
