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2020 – today
- 2025
[j4]Zuguang Li
, Shaohua Wu, Liang Li, Songge Zhang:
Energy-Efficient Split Learning for Fine-Tuning Large Language Models in Edge Networks. IEEE Netw. Lett. 7(3): 176-180 (2025)- [j3]Songge Zhang, Guoliang Cheng, Wen Wu, Xinyu Huang, Lingyang Song, Xuemin Shen:
Split Fine-Tuning for Large Language Models in Wireless Networks. IEEE J. Sel. Top. Signal Process. 19(7): 1376-1391 (2025) - [j2]Songge Zhang, Wen Wu, Lingyang Song, Xuemin Shen:
Efficient Model Training in Edge Networks With Hierarchical Split Learning. IEEE Trans. Mob. Comput. 24(10): 10214-10229 (2025) - [c4]Zuguang Li, Dongyuan Ou, Wen Wu, Songge Zhang, Shaohua Wu, Xuemin (Sherman) Shen:
Demo: Split-and-Pipeline: Collaborative Large Model Inference on Edge Devices. MobiCom 2025: 1207-1209 - [i4]Songge Zhang, Guoliang Cheng, Xinyu Huang, Zuguang Li, Wen Wu, Lingyang Song, Xuemin Shen:
Split Fine-Tuning for Large Language Models in Wireless Networks. CoRR abs/2501.09237 (2025) - [i3]Songge Zhang, Guoliang Cheng, Zuguang Li, Wen Wu:
SplitLLM: Hierarchical Split Learning for Large Language Model over Wireless Network. CoRR abs/2501.13318 (2025) - 2024
- [c3]Songge Zhang, Guoliang Cheng, Zuguang Li, Wen Wu:
SplitLLM: Hierarchical Split Learning for Large Language Model over Wireless Network. GLOBECOM (Workshops) 2024: 1-6 - [i2]Zuguang Li, Shaohua Wu, Liang Li, Songge Zhang:
Energy-Efficient Split Learning for Fine-Tuning Large Language Models in Edge Networks. CoRR abs/2412.00090 (2024) - 2023
- [c2]Songge Zhang, Haoyu Tu, Zuguang Li, Shengbo Liu, Shaofeng Li, Wen Wu, Xuemin Sherman Shen:
Cluster-HSFL: A Cluster-Based Hybrid Split and Federated Learning. ICCC 2023: 1-2 - [c1]Songge Zhang, Wen Wu, Penghui Hu, Shaofeng Li, Ning Zhang:
Split Federated Learning: Speed up Model Training in Resource-Limited Wireless Networks. ICDCS 2023: 985-986 - [i1]Songge Zhang, Wen Wu, Penghui Hu, Shaofeng Li, Ning Zhang:
Split Federated Learning: Speed up Model Training in Resource-Limited Wireless Networks. CoRR abs/2305.18889 (2023) - 2021
- [j1]Songge Zhang, Jianshan Zhou, Daxin Tian, Zhengguo Sheng, Xuting Duan, Victor C. M. Leung:
Robust Cooperative Communication Optimization for Multi-UAV-Aided Vehicular Networks. IEEE Wirel. Commun. Lett. 10(4): 780-784 (2021)
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