Fahao Chen

According to our database, Fahao Chen authored at least 21 papers between 2021 and 2025.

Collaborative distances:

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

2025

Semi-Clairvoyant Scheduling of Speculative Decoding Requests to Minimize LLM Inference Latency.

Ruixiao Li, Fahao Chen, Peng Li

CoRR, May, 2025

Internet of Agents: Fundamentals, Applications, and Challenges.

Yuntao Wang, Shaolong Guo, Yanghe Pan, Zhou Su, Fahao Chen, Tom H. Luan, Peng Li, Jiawen Kang, Dusit Niyato

CoRR, May, 2025

Efficient multi-job federated learning scheduling with fault tolerance.

Boqian Fu, Fahao Chen, Shengli Pan, Peng Li, Zhou Su

Peer Peer Netw. Appl., April, 2025

Corrections to "Giant Could Be Tiny: Efficient Inference of Giant Models on Resource-Constrained UAVs".

Fahao Chen, Peng Li, Shengli Pan, Lei Zhong, Jing Deng

IEEE Internet Things J., March, 2025

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management.

Liu Qianli, Zicong Hong, Fahao Chen, Peng Li, Song Guo

CoRR, January, 2025

Serving Transformer Models via Joint Requst Scheduling and Batching in the Network Edge.

Boqian Fu, Fahao Chen, Peng Li, Deze Zeng

IEEE Trans. Sustain. Comput., 2025

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management.

Qianli Liu, Zicong Hong, Peng Li, Fahao Chen, Song Guo

Proceedings of the IEEE INFOCOM 2025, 2025

SPIN: Accelerating Large Language Model Inference with Heterogeneous Speculative Models.

Fahao Chen, Peng Li, Tom H. Luan, Zhou Su, Jing Deng

Proceedings of the IEEE INFOCOM 2025, 2025

2024

Giant Could Be Tiny: Efficient Inference of Giant Models on Resource-Constrained UAVs.

Fahao Chen, Peng Li, Shengli Pan, Lei Zhong, Jing Deng

IEEE Internet Things J., June, 2024

Non-Clairvoyant Scheduling of Distributed Machine Learning With Inter-Job and Intra-Job Parallelism on Heterogeneous GPUs.

Fahao Chen, Peng Li, Celimuge Wu, Song Guo

IEEE Trans. Cloud Comput., 2024

Communication-Efficient Sparsely-Activated Model Training via Sequence Migration and Token Condensation.

Fahao Chen, Peng Li, Zicong Hong, Zhou Su, Song Guo

CoRR, 2024

2023

DGC: Training Dynamic Graphs with Spatio-Temporal Non-Uniformity using Graph Partitioning by Chunks.

Fahao Chen, Peng Li, Celimuge Wu

Proc. ACM Manag. Data, December, 2023

Edge-Assisted Short Video Sharing With Guaranteed Quality-of-Experience.

Fahao Chen, Peng Li, Deze Zeng, Song Guo

IEEE Trans. Cloud Comput., 2023

Low-Latency Perception Sharing Services for Connected Autonomous Vehicles.

Fahao Chen, Peng Li, Lei Zhong, Dongxiao Yu, Xiuzhen Cheng

Proceedings of the 98th IEEE Vehicular Technology Conference, 2023

Efficient Scheduling for Multi-Job Federated Learning Systems with Client Sharing.

Boqian Fu, Fahao Chen, Peng Li, Zhou Su

Proceedings of the IEEE Intl Conf on Dependable, 2023

Efficient Giant Graph Unlearning via Push-Pull Tuning.

Fahao Chen, Peng Li, Shui Yu

Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2023

2022

FedGraph: Federated Graph Learning With Intelligent Sampling.

Fahao Chen, Peng Li, Toshiaki Miyazaki, Celimuge Wu

IEEE Trans. Parallel Distributed Syst., 2022

TCB: Accelerating Transformer Inference Services with Request Concatenation.

Boqian Fu, Fahao Chen, Peng Li, Deze Zeng

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

Hare: Exploiting Inter-job and Intra-job Parallelism of Distributed Machine Learning on Heterogeneous GPUs.

Fahao Chen, Peng Li, Celimuge Wu, Song Guo

Proceedings of the HPDC '22: The 31st International Symposium on High-Performance Parallel and Distributed Computing, Minneapolis, MN, USA, 27 June 2022, 2022

2021

In-Network Aggregation for Privacy-Preserving Federated Learning.

Fahao Chen, Peng Li, Toshiaki Miyazaki

Proceedings of the International Conference on Information and Communication Technologies for Disaster Management, 2021

On-Camera Content Filtering for Real-Time Video Analytics.

Fahao Chen, Peng Li, Celimuge Wu

Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021