Eco-FL: Adaptive Federated Learning with Efficient Edge Collaborative Pipeline Training. - Shengyuan Ye; Liekang Zeng; Qiong Wu 009; Ke Luo; Qingze Fang; Xu Chen 004 (ICPP, 2022)

Communication-Efficient Model Parallelism for Distributed In-Situ Transformer Inference. - Yuanxin Wei; Shengyuan Ye; Jiazhi Jiang; Xu Chen 004; Dan Huang 001; Jiangsu Du; Yutong Lu (DATE, 2024)

Pluto and Charon: A Time and Memory Efficient Collaborative Edge AI Framework for Personal LLMs Fine-tuning. - Bei Ouyang; Shengyuan Ye; Liekang Zeng; Tianyi Qian; Jingyi Li; Xu Chen 004 (ICPP, 2024)

Galaxy: A Resource-Efficient Collaborative Edge AI System for In-situ Transformer Inference. - Shengyuan Ye; Jiangsu Du; Liekang Zeng; Wenzhong Ou; Xiaowen Chu 001; Yutong Lu; Xu Chen 004 (INFOCOM, 2024)

Asteroid: Resource-Efficient Hybrid Pipeline Parallelism for Collaborative DNN Training on Heterogeneous Edge Devices. - Shengyuan Ye; Liekang Zeng; Xiaowen Chu 001; Guoliang Xing; Xu Chen 004 (MobiCom, 2024)

MIX3D: A Mixed Representation for Communication-Efficient Distributed 3DGS Training. - Ke Luo; Kongyange Zhao; Shengyuan Ye; Tao Ouyang; Xu Chen (MSN, 2024)

MEGA: Mesh-Aligned 3DGS Towards Geometry-Preserving Online Reconstruction. - Ke Luo; Shengyuan Ye; Tao Ouyang; Zhi Zhou 006 (NPC (1), 2024)

Edge Graph Intelligence: Reciprocally Empowering Edge Networks with Graph Intelligence. - Liekang Zeng; Shengyuan Ye; Xu Chen 004; Xiaoxi Zhang 001; Ju Ren 001; Jian Tang; Yang Yang 001; Xuemin Shen (CoRR, 2024)

Implementation of Big AI Models for Wireless Networks with Collaborative Edge Computing. - Liekang Zeng; Shengyuan Ye; Xu Chen 004; Yang Yang 001 (IEEE Wirel. Commun., 2024)

Jupiter: Fast and Resource-Efficient Collaborative Inference of Generative LLMs on Edge Devices. - Shengyuan Ye; Bei Ouyang; Liekang Zeng; Tianyi Qian; Xiaowen Chu 001; Jian Tang; Xu Chen 004 (INFOCOM, 2025)

Revisiting Location Privacy in MEC-Enabled Computation Offloading. - Jingyi Li; Wenzhong Ou; Bei Ouyang; Shengyuan Ye; Liekang Zeng; Lin Chen 002; Xu Chen 004 (IEEE Trans. Inf. Forensics Secur., 2025)