Fahao Chen

29 papers A* 3A 2B 1Journal 18Unranked 5
YearRankTypeTitle / Venue / Authors
2026 A conf
Federated Fine-Tuning of Sparsely-Activated Large Language Models on Resource-Constrained Devices.
EuroSys
Fahao Chen, Jie Wan, Peng Li, Zhou Su, Dongxiao Yu
2026 J jnl
Internet of Agents: Fundamentals, Applications, and Challenges.
IEEE Trans. Cogn. Commun. Netw.
Yuntao Wang, Shaolong Guo, Yanghe Pan, Zhou Su, Fahao Chen, Tom H. Luan, Peng Li, Jiawen Kang, Dusit Niyato
2025 J jnl
Communication-Efficient Sparsely-Activated Model Training via Sequence Migration and Token Condensation.
IEEE Trans. Netw.
Fahao Chen, Peng Li, Zicong Hong, Zhou Su, Song Guo
2025 J jnl
Corrections to "Giant Could Be Tiny: Efficient Inference of Giant Models on Resource-Constrained UAVs".
IEEE Internet Things J.
Fahao Chen, Peng Li, Shengli Pan, Lei Zhong, Jing Deng
2025 J jnl
Efficient multi-job federated learning scheduling with fault tolerance.
Peer Peer Netw. Appl.
Boqian Fu, Fahao Chen, Shengli Pan, Peng Li, Zhou Su
2025 J jnl
Federated Fine-Tuning of Sparsely-Activated Large Language Models on Resource-Constrained Devices.
CoRR
Fahao Chen, Jie Wan, Peng Li, Zhou Su, Dongxiao Yu
2025 J jnl
Internet of Agents: Fundamentals, Applications, and Challenges.
CoRR
Yuntao Wang, Shaolong Guo, Yanghe Pan, Zhou Su, Fahao Chen, Tom H. Luan, Peng Li, Jiawen Kang, Dusit Niyato
2025 A* conf
Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management.
INFOCOM
Qianli Liu, Zicong Hong, Peng Li, Fahao Chen, Song Guo
2025 J jnl
Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management.
CoRR
Liu Qianli, Zicong Hong, Fahao Chen, Peng Li, Song Guo
2025 A* conf
SPIN: Accelerating Large Language Model Inference with Heterogeneous Speculative Models.
INFOCOM
Fahao Chen, Peng Li, Tom H. Luan, Zhou Su, Jing Deng
2025 J jnl
SPIN: Accelerating Large Language Model Inference with Heterogeneous Speculative Models.
CoRR
Fahao Chen, Peng Li, Tom H. Luan, Zhou Su, Jing Deng
2025 A* conf
Semi-Clairvoyant Scheduling of Speculative Decoding Requests to Minimize LLM Inference Latency.
IJCAI
Ruixiao Li, Fahao Chen, Peng Li
2025 J jnl
Semi-Clairvoyant Scheduling of Speculative Decoding Requests to Minimize LLM Inference Latency.
CoRR
Ruixiao Li, Fahao Chen, Peng Li
2025 J jnl
Serving Transformer Models via Joint Requst Scheduling and Batching in the Network Edge.
IEEE Trans. Sustain. Comput.
Boqian Fu, Fahao Chen, Peng Li, Deze Zeng
2024 J jnl
Communication-Efficient Sparsely-Activated Model Training via Sequence Migration and Token Condensation.
CoRR
Fahao Chen, Peng Li, Zicong Hong, Zhou Su, Song Guo
2024 J jnl
Giant Could Be Tiny: Efficient Inference of Giant Models on Resource-Constrained UAVs.
IEEE Internet Things J.
Fahao Chen, Peng Li, Shengli Pan, Lei Zhong, Jing Deng
2024 J jnl
Non-Clairvoyant Scheduling of Distributed Machine Learning With Inter-Job and Intra-Job Parallelism on Heterogeneous GPUs.
IEEE Trans. Cloud Comput.
Fahao Chen, Peng Li, Celimuge Wu, Song Guo
2023 J jnl
DGC: Training Dynamic Graphs with Spatio-Temporal Non-Uniformity using Graph Partitioning by Chunks.
CoRR
Fahao Chen, Peng Li, Celimuge Wu
2023 J jnl
DGC: Training Dynamic Graphs with Spatio-Temporal Non-Uniformity using Graph Partitioning by Chunks.
Proc. ACM Manag. Data
Fahao Chen, Peng Li, Celimuge Wu
2023 J jnl
Edge-Assisted Short Video Sharing With Guaranteed Quality-of-Experience.
IEEE Trans. Cloud Comput.
Fahao Chen, Peng Li, Deze Zeng, Song Guo
2023 — conf
Efficient Giant Graph Unlearning via Push-Pull Tuning.
ISPA/BDCloud/SocialCom/SustainCom
Fahao Chen, Peng Li, Shui Yu
2023 — conf
Efficient Scheduling for Multi-Job Federated Learning Systems with Client Sharing.
DASC/PiCom/CBDCom/CyberSciTech
Boqian Fu, Fahao Chen, Peng Li, Zhou Su
2023 — conf
Low-Latency Perception Sharing Services for Connected Autonomous Vehicles.
VTC Fall
Fahao Chen, Peng Li, Lei Zhong, Dongxiao Yu, Xiuzhen Cheng
2022 J jnl
FedGraph: Federated Graph Learning With Intelligent Sampling.
IEEE Trans. Parallel Distributed Syst.
Fahao Chen, Peng Li, Toshiaki Miyazaki, Celimuge Wu
2022 A conf
Hare: Exploiting Inter-job and Intra-job Parallelism of Distributed Machine Learning on Heterogeneous GPUs.
HPDC
Fahao Chen, Peng Li, Celimuge Wu, Song Guo
2022 B conf
TCB: Accelerating Transformer Inference Services with Request Concatenation.
ICPP
Boqian Fu, Fahao Chen, Peng Li, Deze Zeng
2021 J jnl
FedGraph: Federated Graph Learning with Intelligent Sampling.
CoRR
Fahao Chen, Peng Li, Toshiaki Miyazaki, Celimuge Wu
2021 — conf
In-Network Aggregation for Privacy-Preserving Federated Learning.
ICT-DM
Fahao Chen, Peng Li, Toshiaki Miyazaki
2021 — conf
On-Camera Content Filtering for Real-Time Video Analytics.
HPCC/DSS/SmartCity/DependSys
Fahao Chen, Peng Li, Celimuge Wu