Zihao Zhao

According to our database, Zihao Zhao authored at least 12 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

AQUILA: Communication Efficient Federated Learning With Adaptive Quantization in Device Selection Strategy.

Zihao Zhao, Yuzhu Mao, Zhenpeng Shi, Yang Liu, Tian Lan, Wenbo Ding, Xiao-Ping Zhang

IEEE Trans. Mob. Comput., June, 2024

SAFARI: Sparsity-Enabled Federated Learning With Limited and Unreliable Communications.

Yuzhu Mao, Zihao Zhao, Meilin Yang, Le Liang, Yang Liu, Wenbo Ding, Tian Lan, Xiao-Ping Zhang

IEEE Trans. Mob. Comput., May, 2024

Enhancing Parameter Efficiency and Generalization in Large-Scale Models: A Regularized and Masked Low-Rank Adaptation Approach.

Yuzhu Mao, Siqi Ping, Zihao Zhao, Yang Liu, Wenbo Ding

CoRR, 2024

Federated PAC-Bayesian Learning on Non-IID Data.

Zihao Zhao, Yang Liu, Wenbo Ding, Xiao-Ping Zhang

Proceedings of the IEEE International Conference on Acoustics, 2024

Beyond Aggregation: Efficient Federated Model Consolidation with Heterogeneity-Adaptive Weights Diffusion.

Jiaqi Li, Xiaoyang Qu, Wenbo Ding, Zihao Zhao, Jianzong Wang

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Towards efficient communications in federated learning: A contemporary survey.

Zihao Zhao, Yuzhu Mao, Yang Liu, Linqi Song, Ye Ouyang, Xinlei Chen, Wenbo Ding

J. Frankl. Inst., 2023

Federated PAC-Bayesian Learning on Non-IID data.

Zihao Zhao, Yang Liu, Wenbo Ding, Xiao-Ping Zhang

CoRR, 2023

AQUILA: Communication Efficient Federated Learning with Adaptive Quantization of Lazily-Aggregated Gradients.

Zihao Zhao, Yuzhu Mao, Zhenpeng Shi, Yang Liu, Tian Lan, Wenbo Ding, Xiao-Ping Zhang

CoRR, 2023

Inclusive Data Representation in Federated Learning: A Novel Approach Integrating Textual and Visual Prompt.

Zihao Zhao, Zhenpeng Shi, Yang Liu, Wenbo Ding

Proceedings of the Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing, 2023

2022

Communication-Efficient Federated Learning with Adaptive Quantization.

Yuzhu Mao, Zihao Zhao, Guangfeng Yan, Yang Liu, Tian Lan, Linqi Song, Wenbo Ding

ACM Trans. Intell. Syst. Technol., 2022

MAGLeak: A Learning-Based Side-Channel Attack for Password Recognition With Multiple Sensors in IIoT Environment.

Dajiang Chen, Zihao Zhao, Xue Qin, Yaohua Luo, Mingsheng Cao, Hua Xu, Anfeng Liu

IEEE Trans. Ind. Informatics, 2022

Deep Leakage from Model in Federated Learning.

Zihao Zhao, Mengen Luo, Wenbo Ding

CoRR, 2022