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Shengyuan Ye (叶盛源)
Shengyuan Ye (叶盛源)
Sun Yat-sen University | The Chinese University of Hong Kong
ie.cuhk.edu.hk의 이메일 확인됨 - 홈페이지
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Implementation of big AI models for wireless networks with collaborative edge computing
L Zeng, S Ye, X Chen, Y Yang
IEEE Wireless Communications 31 (3), 50-58, 2024
142024
Eco-fl: Adaptive federated learning with efficient edge collaborative pipeline training
S Ye, L Zeng, Q Wu, K Luo, Q Fang, X Chen
Proceedings of the 51st International Conference on Parallel Processing, 1-11, 2022
122022
Asteroid: Resource-efficient hybrid pipeline parallelism for collaborative DNN training on heterogeneous edge devices
S Ye, L Zeng, X Chu, G Xing, X Chen
Proceedings of the 30th Annual International Conference on Mobile Computing …, 2024
82024
Galaxy: A resource-efficient collaborative edge ai system for in-situ transformer inference
S Ye, J Du, L Zeng, W Ou, X Chu, Y Lu, X Chen
IEEE INFOCOM 2024-IEEE Conference on Computer Communications, 1001-1010, 2024
82024
Pluto and Charon: A time and memory efficient collaborative edge AI framework for personal LLMs fine-tuning
B Ouyang, S Ye, L Zeng, T Qian, J Li, X Chen
Proceedings of the 53rd International Conference on Parallel Processing, 762-771, 2024
32024
Edge Graph Intelligence: Reciprocally Empowering Edge Networks with Graph Intelligence
L Zeng, S Ye, X Chen, X Zhang, J Ren, J Tang, Y Yang, XS Shen
IEEE Communications Surveys & Tutorials, 2025
2025
Co-designing Transformer Architectures for Distributed Inference with Low Communication
J Du, Y Wei, S Ye, J Jiang, X Chen, D Huang, Y Lu
IEEE Transactions on Parallel and Distributed Systems, 2024
2024
Communication-Efficient Model Parallelism for Distributed In-Situ Transformer Inference
Y Wei, S Ye, J Jiang, X Chen, D Huang, J Du, Y Lu
2024 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2024
2024
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