Serverless Federated Learning for UAV Networks: Architecture, Challenges, and Opportunities. - Yuben Qu; Haipeng Dai 001; Yan Zhuang 004; Jiafa Chen; Chao Dong 001; Fan Wu 006; Song Guo 001 (CoRR, 2021)

Decentralized Federated Learning for UAV Networks: Architecture, Challenges, and Opportunities. - Yuben Qu; Haipeng Dai 001; Yan Zhuang 004; Jiafa Chen; Chao Dong 001; Fan Wu 006; Song Guo 001 (IEEE Netw., 2021)

ECLM: Efficient Edge-Cloud Collaborative Learning with Continuous Environment Adaptation. - Yan Zhuang 004; Zhenzhe Zheng 001; Yunfeng Shao 001; Bingshuai Li; Fan Wu 006; Guihai Chen (CoRR, 2023)

Nebula: An Edge-Cloud Collaborative Learning Framework for Dynamic Edge Environments. - Yan Zhuang 004; Zhenzhe Zheng 001; Yunfeng Shao 001; Bingshuai Li; Fan Wu 006; Guihai Chen (ICPP, 2024)

LiteMoE: Customizing On-device LLM Serving via Proxy Submodel Tuning. - Yan Zhuang 004; Zhenzhe Zheng 001; Fan Wu 006; Guihai Chen (SenSys, 2024)

Optimizing Storage Overhead of User Behavior Log for ML-embedded Mobile Apps. - Chen Gong 006; Yan Zhuang 004; Zhenzhe Zheng 001; Yiliu Chen; Sheng Wang 011; Fan Wu 006; Guihai Chen (SIGMETRICS (Abstracts), 2026)

Resource-Efficient LLM Customization on Mobile Devices Through Proxy Submodel Tuning. - Yan Zhuang 004; Chen Gong 006; Zhenzhe Zheng 001; Fan Wu 006; Guihai Chen (IEEE Trans. Netw., 2026)