MAGLeak: A Learning-Based Side-Channel Attack for Password Recognition With Multiple Sensors in IIoT Environment. - Dajiang Chen; Zihao Zhao 001; Xue Qin; Yaohua Luo; Mingsheng Cao; Hua Xu; Anfeng Liu (IEEE Trans. Ind. Informatics, 2022)

Communication-Efficient Federated Learning with Adaptive Quantization. - Yuzhu Mao; Zihao Zhao 001; Guangfeng Yan; Yang Liu 165; Tian Lan 001; Linqi Song; Wenbo Ding 001 (ACM Trans. Intell. Syst. Technol., 2022)

Inclusive Data Representation in Federated Learning: A Novel Approach Integrating Textual and Visual Prompt. - Zihao Zhao 001; Zhenpeng Shi; Yang Liu 165; Wenbo Ding 001 (UbiComp/ISWC Adjunct, 2023)

AQUILA: Communication Efficient Federated Learning with Adaptive Quantization of Lazily-Aggregated Gradients. - Zihao Zhao 001; Yuzhu Mao; Zhenpeng Shi; Yang Liu 165; Tian Lan 001; Wenbo Ding 001; Xiao-Ping Zhang 002 (CoRR, 2023)

Federated PAC-Bayesian Learning on Non-IID data. - Zihao Zhao 001; Yang Liu 165; Wenbo Ding 001; Xiao-Ping Zhang 002 (CoRR, 2023)

Towards efficient communications in federated learning: A contemporary survey. - Zihao Zhao 001; Yuzhu Mao; Yang Liu 165; Linqi Song; Ye Ouyang; Xinlei Chen; Wenbo Ding 001 (J. Frankl. Inst., 2023)

Beyond Aggregation: Efficient Federated Model Consolidation with Heterogeneity-Adaptive Weights Diffusion. - Jiaqi Li; Xiaoyang Qu; Wenbo Ding 001; Zihao Zhao 001; Jianzong Wang (CIKM, 2024)

Deep Leakage from Model in Federated Learning. - Zihao Zhao 001; Mengen Luo; Wenbo Ding 001 (CPAL, 2024)

Federated PAC-Bayesian Learning on Non-IID Data. - Zihao Zhao 001; Yang Liu 165; Wenbo Ding 001; Xiao-Ping Zhang 003 (ICASSP, 2024)

Enhancing Parameter Efficiency and Generalization in Large-Scale Models: A Regularized and Masked Low-Rank Adaptation Approach. - Yuzhu Mao; Siqi Ping; Zihao Zhao 001; Yang Liu 165; Wenbo Ding 001 (CoRR, 2024)

SAFARI: Sparsity-Enabled Federated Learning With Limited and Unreliable Communications. - Yuzhu Mao; Zihao Zhao 001; Meilin Yang; Le Liang; Yang Liu 165; Wenbo Ding 001; Tian Lan 001; Xiao-Ping Zhang 002 (IEEE Trans. Mob. Comput., 2024)

AQUILA: Communication Efficient Federated Learning With Adaptive Quantization in Device Selection Strategy. - Zihao Zhao 001; Yuzhu Mao; Zhenpeng Shi; Yang Liu 165; Tian Lan 001; Wenbo Ding 001; Xiao-Ping Zhang 002 (IEEE Trans. Mob. Comput., 2024)

Enhancing Parameter Efficiency and Generalization in Large Models: A Regularized and Masked Low-Rank Adaptation Approach. - Yuzhu Mao; Zihao Zhao 001; Siqi Ping; Yang Liu 165; Wenbo Ding 001 (Trans. Mach. Learn. Res., 2025)