Fahao Chen

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 13

Top Topics

Learning Systems

Graph Partitioning

Efficient Inference

Top Venues

Proc. ACM Manag. Data

IEEE Internet Things J.

Publications

Fahao Chen, Peng Li, Shengli Pan, Lei Zhong, Jing Deng
Giant Could Be Tiny: Efficient Inference of Giant Models on Resource-Constrained UAVs. IEEE Internet Things J. 11 (12) (2024)
Fahao Chen, Peng Li, Lei Zhong, Dongxiao Yu, Xiuzhen Cheng
Low-Latency Perception Sharing Services for Connected Autonomous Vehicles. VTC Fall (2023)
Fahao Chen, Peng Li, Shui Yu
Efficient Giant Graph Unlearning via Push-Pull Tuning. ISPA/BDCloud/SocialCom/SustainCom (2023)
Fahao Chen, Peng Li, Celimuge Wu
DGC: Training Dynamic Graphs with Spatio-Temporal Non-Uniformity using Graph Partitioning by Chunks. Proc. ACM Manag. Data 1 (4) (2023)
Fahao Chen, Peng Li, Deze Zeng, Song Guo
Edge-Assisted Short Video Sharing With Guaranteed Quality-of-Experience. IEEE Trans. Cloud Comput. 11 (1) (2023)
Fahao Chen, Peng Li, Celimuge Wu
DGC: Training Dynamic Graphs with Spatio-Temporal Non-Uniformity using Graph Partitioning by Chunks. CoRR (2023)
Boqian Fu, Fahao Chen, Peng Li, Zhou Su
Efficient Scheduling for Multi-Job Federated Learning Systems with Client Sharing. DASC/PiCom/CBDCom/CyberSciTech (2023)
Boqian Fu, Fahao Chen, Peng Li, Deze Zeng
TCB: Accelerating Transformer Inference Services with Request Concatenation. ICPP (2022)
Fahao Chen, Peng Li, Celimuge Wu, Song Guo
Hare: Exploiting Inter-job and Intra-job Parallelism of Distributed Machine Learning on Heterogeneous GPUs. HPDC (2022)
Fahao Chen, Peng Li, Toshiaki Miyazaki, Celimuge Wu
FedGraph: Federated Graph Learning With Intelligent Sampling. IEEE Trans. Parallel Distributed Syst. 33 (8) (2022)
Fahao Chen, Peng Li, Toshiaki Miyazaki
In-Network Aggregation for Privacy-Preserving Federated Learning. ICT-DM (2021)
Fahao Chen, Peng Li, Toshiaki Miyazaki, Celimuge Wu
FedGraph: Federated Graph Learning with Intelligent Sampling. CoRR (2021)
Fahao Chen, Peng Li, Celimuge Wu
On-Camera Content Filtering for Real-Time Video Analytics. HPCC/DSS/SmartCity/DependSys (2021)