Bio.
News
- June 2025: One papers are accepted by IEEE ToN.
- June 2025: One papers are accepted by IJCAI 2025.
- December 2024: Two papers are accepted by IEEE INFOCOM 2025.
Experience
- 2021 - 2024: Ph.D. at The University of Aizu, supervised by Prof. Peng Li.
- 2019 - 2021: M.S. at The University of Aizu, supervised by Prof. Peng Li.
- 2016 - 2020: B.E. at China University of Geoscience (Wuhan), supervised by Prof. Deze Zeng.
Selected Publications
Journal Articles
Non-Clairvoyant Scheduling of Distributed Machine Learning With Inter-Job and Intra-Job Parallelism on Heterogeneous GPUs
Fahao Chen, Peng Li, Celimuge Wu, and Song Guo
Published in IEEE TCC (CCF C), 2024
FedGraph: Federated Graph Learning With Intelligent Sampling
Fahao Chen, Peng Li, Toshiaki Miyazaki, and Celimuge Wu
Published in IEEE TPDC (CCF A), 2022
Edge-Assisted Short Video Sharing With Guaranteed Quality-of-Experience
Fahao Chen, Peng Li, Deze Zeng, and Song Guo
Published in IEEE TCC (CCF C), 2021
Conference Papers
MELL: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management
Qianli Liu, Zicong Hong, Peng Li, Fahao Chen, and Song Guo
Published in IEEE International Conference on Computer Communications (CCF A), 2025
SPIN: Accelerating Large Language Model Inference with Heterogeneous Speculative Models
Fahao Chen, Peng Li, Tom H. Luan, Zhou Su, and Jing Deng
Published in IEEE International Conference on Computer Communications (CCF A), 2025
DGC: Training Dynamic Graphs with Spatio-Temporal Non-Uniformity using Graph Partitioning by Chunks
Fahao Chen, Peng Li, and Celimuge Wu
Published in ACM SIGMOD (CCF A), 2024
TCB: Accelerating Transformer Inference Services with Request Concatenation
Boqian Fu, Fahao Chen, Peng Li, and Deze Zeng
Published in ACM ICPP (CCF B), 2023
Hare: Exploiting Inter-job and Intra-job Parallelism of Distributed Machine Learning on Heterogeneous GPUs
Fahao Chen, Peng Li, Celimuge Wu, and Song Guo
Published in ACM HPDC (CCF B), 2022
Honors and Awards
- August 2024: Chinese Government Award for Outstanding Self-financed Students Abroad
- December 2023: Best Paper Award from IEEE BDCloud
- November 2023: Best Paper Award from IEEE CyberSciTech
- March 2023: Research Fellowships for Young Scientists from Japan Society for the Promotion of Science (JSPS)