Songge Zhang

According to our database, Songge Zhang authored at least 7 papers between 2021 and 2025.

Collaborative distances:

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

2025

Fast AI Model Splitting over Edge Networks.

Zuguang Li, Wen Wu, Shaohua Wu, Songge Zhang, Ye Wang, Xuemin Shen

CoRR, July, 2025

Split Fine-Tuning for Large Language Models in Wireless Networks.

Songge Zhang, Guoliang Cheng, Xinyu Huang, Zuguang Li, Wen Wu, Lingyang Song, Xuemin Shen

CoRR, January, 2025

2024

Energy-Efficient Split Learning for Fine-Tuning Large Language Models in Edge Networks.

Zuguang Li, Shaohua Wu, Liang Li, Songge Zhang

CoRR, 2024

SplitLLM: Hierarchical Split Learning for Large Language Model over Wireless Network.

Songge Zhang, Guoliang Cheng, Zuguang Li, Wen Wu

Proceedings of the IEEE Globecom Workshops 2024, 2024

2023

Split Federated Learning: Speed up Model Training in Resource-Limited Wireless Networks.

Songge Zhang, Wen Wu, Penghui Hu, Shaofeng Li, Ning Zhang

Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023

Cluster-HSFL: A Cluster-Based Hybrid Split and Federated Learning.

Songge Zhang, Haoyu Tu, Zuguang Li, Shengbo Liu, Shaofeng Li, Wen Wu, Xuemin Sherman Shen

Proceedings of the IEEE/CIC International Conference on Communications in China, 2023

2021

Robust Cooperative Communication Optimization for Multi-UAV-Aided Vehicular Networks.

Songge Zhang, Jianshan Zhou, Daxin Tian, Zhengguo Sheng, Xuting Duan, Victor C. M. Leung

IEEE Wirel. Commun. Lett., 2021