Qing Ling

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 10

Top Topics

Distributed Learning

Generalization Error

Negotiation Mechanism

Top Venues

IEEE Trans. Signal Process.

IEEE Trans. Wirel. Commun.

Publications

Haoxiang Ye, Qing Ling
On the Generalization Error of Byzantine-Resilient Decentralized Learning. ICASSP (2024)
Yue Huang, Zhaoxian Wu, Qing Ling
On the Convergence of Single-Timescale Multi-Sequence Stochastic Approximation Without Fixed Point Smoothness. ICASSP (2024)
Runhua Wang, Qing Ling, Zhi Tian
D3: Dual-Domain Defenses for Byzantine-Resilient Decentralized Resource Allocation. ICASSP (2024)
Haoxiang Ye, Qing Ling
Generalization Error Matters in Decentralized Learning Under Byzantine Attacks. CoRR (2024)
Haoxiang Ye, Heng Zhu, Qing Ling
On the Tradeoff Between Privacy Preservation and Byzantine-Robustness in Decentralized Learning. ICASSP (2024)
Muhang Lan, Qing Ling, Song Xiao, Wenyi Zhang
Quantization Bits Allocation for Wireless Federated Learning. IEEE Trans. Wirel. Commun. 22 (11) (2023)
Xuechao He, Heng Zhu, Qing Ling
C-RSA: Byzantine-robust and communication-efficient distributed learning in the non-convex and non-IID regime. Signal Process. 213 (2023)
Quan Xiao, Qing Ling, Tianyi Chen
Lazy Queries Can Reduce Variance in Zeroth-Order Optimization. IEEE Trans. Signal Process. 71 (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)