Zihao Peng

PhD student, Beijing Normal University

Joined

September 2024

Names

Zihao Peng (Preferred)

Emails

****@mail.bnu.edu.cn (Confirmed)

Personal Links

Career & Education History

PhD student

Beijing Normal University (bnu.edu.cn)

2024 – 2028

Advisors, Relations & Conflicts

PhD Advisor

2024 – 2024

Expertise

federated learning

2021 – 2025

Publications

Dynamic Grouping and Aggregation Weight Optimization for Hierarchical Federated Learning with Quantization
Zihao Peng, Nan Zou, Jiandian Zeng, Boyuan Li, Shengbo Chen, Tian Wang, Weijia Jia
- IEEE Transactions on Networking
- Readers: Everyone
Neighborhood and Global Perturbations Supported Sharpness-aware Minimization in Federated Learning: From Local Tweaks To Global Awareness
Boyuan Li, Zihao Peng, Yafei Li, Zijian Li, Shengbo Chen, Cong Shen, Tony Q.S. Quek
- IEEE Transactions on Network Science and Engineering
- Readers: Everyone
E2EC: Edge-to-Edge Collaboration for Efficient Real-Time Video Surveillance Inference
Guo Li, Jiandian Zeng, Zihao Peng, Yuzhu Liang, James Xi Zheng, Tian Wang
- IEEE Trans. Mob. Comput. 2025
- Readers: Everyone
FedHL: Federated Learning for Heterogeneous Low-Rank Adaptation via Unbiased Aggregation
Zihao Peng, Jiandian Zeng, Boyuan Li, Guo Li, Shengbo Chen, Tian Wang
- CoRR 2025
- Readers: Everyone
E2EC: Edge-to-Edge Collaboration for Efficient Real-Time Video Surveillance Inference
Guo Li, Jiandian Zeng, Zihao Peng, Yuzhu Liang, Xi Zheng, Tian Wang
- IEEE Transactions on Mobile Computing
- Readers: Everyone
Federated Learning for Diffusion Models
Zihao Peng, Xijun Wang, Shengbo Chen, Hong Rao, Cong Shen, Jinpeng Jiang
- IEEE Transactions on Cognitive Communications and Networking
- Readers: Everyone
Neighborhood and Global Perturbations Supported SAM in Federated Learning: From Local Tweaks To Global Awareness
Boyuan Li, Zihao Peng, Yafei Li, Mingliang Xu, Baofeng Ji, Shengbo Chen, Cong Shen
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Performance Optimization for Noise Interference Privacy Protection in Federated Learning
Zihao Peng, Boyuan Li, Le Li, Shengbo Chen, Guanghui Wang, Hong Rao, Cong Shen
- Published: 01 Jan 2023, Last Modified: 05 Nov 2023
- IEEE Trans. Cogn. Commun. Netw. 2023
- Readers: Everyone

Co-Authors