Shengyuan Ye

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 9

Top Topics

Wireless Networks

Memory Efficient

Top Venues

IEEE Wirel. Commun.

Publications

Shengyuan Ye, Jiangsu Du, Liekang Zeng, Wenzhong Ou, Xiaowen Chu, Yutong Lu, Xu Chen
Galaxy: A Resource-Efficient Collaborative Edge AI System for In-situ Transformer Inference. INFOCOM (2024)
Liekang Zeng, Shengyuan Ye, Xu Chen, Yang Yang
Implementation of Big AI Models for Wireless Networks with Collaborative Edge Computing. IEEE Wirel. Commun. 31 (3) (2024)
Shengyuan Ye, Jiangsu Du, Liekang Zeng, Wenzhong Ou, Xiaowen Chu, Yutong Lu, Xu Chen
Galaxy: A Resource-Efficient Collaborative Edge AI System for In-situ Transformer Inference. CoRR (2024)
Liekang Zeng, Shengyuan Ye, Xu Chen, Yang Yang
Implementation of Big AI Models for Wireless Networks with Collaborative Edge Computing. CoRR (2024)
Bei Ouyang, Shengyuan Ye, Liekang Zeng, Tianyi Qian, Jingyi Li, Xu Chen
Pluto and Charon: A Time and Memory Efficient Collaborative Edge AI Framework for Personal LLMs Fine-tuning. ICPP (2024)
Liekang Zeng, Shengyuan Ye, Xu Chen, Xiaoxi Zhang, Ju Ren, Jian Tang, Yang Yang, Xuemin Shen
Edge Graph Intelligence: Reciprocally Empowering Edge Networks with Graph Intelligence. CoRR (2024)
Shengyuan Ye, Liekang Zeng, Xiaowen Chu, Guoliang Xing, Xu Chen
Asteroid: Resource-Efficient Hybrid Pipeline Parallelism for Collaborative DNN Training on Heterogeneous Edge Devices. MobiCom (2024)
Yuanxin Wei, Shengyuan Ye, Jiazhi Jiang, Xu Chen, Dan Huang, Jiangsu Du, Yutong Lu
Communication-Efficient Model Parallelism for Distributed In-Situ Transformer Inference. DATE (2024)
Shengyuan Ye, Liekang Zeng, Qiong Wu, Ke Luo, Qingze Fang, Xu Chen
Eco-FL: Adaptive Federated Learning with Efficient Edge Collaborative Pipeline Training. ICPP (2022)