On the Generalization Error of Byzantine-Resilient Decentralized Learning. - Haoxiang Ye; Qing Ling 001 (ICASSP, 2024)

On the Tradeoff Between Privacy Preservation and Byzantine-Robustness in Decentralized Learning. - Haoxiang Ye; Heng Zhu; Qing Ling 001 (ICASSP, 2024)

Uncovering How Information Quality Shapes Diverse User Engagement on Content Community Platforms: Harnessing Deep Learning for Feature Extraction. - Yanzi Wang; Min Wang; Zhen Zhu 002; Haoxiang Ye (J. Theor. Appl. Electron. Commer. Res., 2024)

Generalization Guarantee of Decentralized Learning with Heterogeneous Data. - Haoxiang Ye; Tao Sun 005; Qing Ling 001 (ICASSP, 2025)

Generalization Error Matters in Decentralized Learning Under Byzantine Attacks. - Haoxiang Ye; Qing Ling 001 (IEEE Trans. Signal Process., 2025)

Generalization Error Analysis for Attack-Free and Byzantine-Resilient Decentralized Learning with Data Heterogeneity. - Haoxiang Ye; Tao Sun; Qing Ling (CoRR, 2025)