Shengyuan Ye

According to our database, Shengyuan Ye authored at least 7 papers between 2022 and 2024.

Collaborative distances:

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

2024

Implementation of Big AI Models for Wireless Networks with Collaborative Edge Computing.

Liekang Zeng, Shengyuan Ye, Xu Chen, Yang Yang

IEEE Wirel. Commun., June, 2024

Edge Graph Intelligence: Reciprocally Empowering Edge Networks with Graph Intelligence.

Liekang Zeng, Shengyuan Ye, Xu Chen, Xiaoxi Zhang, Ju Ren, Jian Tang, Yang Yang, Xuemin Shen

CoRR, 2024

Asteroid: Resource-Efficient Hybrid Pipeline Parallelism for Collaborative DNN Training on Heterogeneous Edge Devices.

Shengyuan Ye, Liekang Zeng, Xiaowen Chu, Guoliang Xing, Xu Chen

Proceedings of the 30th Annual International Conference on Mobile Computing and Networking, 2024

Galaxy: A Resource-Efficient Collaborative Edge AI System for In-situ Transformer Inference.

Shengyuan Ye, Jiangsu Du, Liekang Zeng, Wenzhong Ou, Xiaowen Chu, Yutong Lu, Xu Chen

Proceedings of the IEEE INFOCOM 2024, 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

Proceedings of the 53rd International Conference on Parallel Processing, 2024

Communication-Efficient Model Parallelism for Distributed In-Situ Transformer Inference.

Yuanxin Wei, Shengyuan Ye, Jiazhi Jiang, Xu Chen, Dan Huang, Jiangsu Du, Yutong Lu

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

2022

Eco-FL: Adaptive Federated Learning with Efficient Edge Collaborative Pipeline Training.

Shengyuan Ye, Liekang Zeng, Qiong Wu, Ke Luo, Qingze Fang, Xu Chen

Proceedings of the 51st International Conference on Parallel Processing, 2022