Jiaming Yan - Publications, H-index & Citations

Jiaming Yan

University of Science and Technology of China

3H指数

13论文数

70被引数

收录论文 7

发表时间

Accelerating Decentralized Federated Learning With Probabilistic Communication in Heterogeneous Edge Computing 通过概率通信加速异构边缘计算环境下的去中心化联邦学习

IEEE Transactions on Networking

IF0

2026-01-01

PREAI

Jianchun Liu; Jiaming Yan; Hongli Xu; Lun Wang; Zhiyuan Wang; Jinyang Huang; Chunming Qiao

FedQuad: Adaptive Layer-Wise LoRA Deployment and Activation Quantization for Federated Fine-Tuning FedQuad：联邦微调中自适应层级LoRA部署与激活量化的方法

IEEE Transactions on Mobile Computing

IF9.2

2025-11-25

PREAI

Jianchun Liu; Rukuo Li; Hongli Xu; Qianpiao Ma; Jiaming Yan; Liusheng Huang

Action Correction-Enhanced Multi-Agent Reinforcement Learning for Path Planning in Urban Environments 用于城市环境中路径规划的动作校正增强的多智能体强化学习

UNMANNED SYSTEMS

IF2.4

2025-01-23

PREAI

Pan, Haixia; Han, Linfeng; Yan, Jiaming; Liu, Ruijun

Resource Management in Aurora Serverless Aurora Serverless中的资源管理

PROCEEDINGS OF THE VLDB ENDOWMENT

IF3.3

2024-11-08

PREAI

Barnhart, Bradley; Brooker, Marc; Chinenkov, Daniil; Hooper, Tony; Im, Jihoun; Jha, Prakash Chandra; Kraska, Tim; Kurakula, Ashok; Kuznetsov, Alexey; Mcalister, Grant; Muthukrishnan, Arjun; Narayanan, Aravinthan; Terry, Douglas; Urgaonkar, Bhuvan; Yan, Jiaming

Peaches: Personalized Federated Learning With Neural Architecture Search in Edge Computing Peaches: 边缘计算中使用神经架构搜索的个性化联邦学习

IEEE TRANSACTIONS ON MOBILE COMPUTING

IF9.2

2024-11-01

PREAI

Yan, Jiaming; Liu, Jianchun; Xu, Hongli; Wang, Zhiyuan; Qiao, Chunming

FINCH: Enhancing Federated Learning With Hierarchical Neural Architecture Search

IEEE TRANSACTIONS ON MOBILE COMPUTING

IF9.2

2024-05-01

PREAI

Liu, Jianchun; Yan, Jiaming; Xu, Hongli; Wang, Zhiyuan; Huang, Jinyang; Xu, Yang

Adaptive Local Update and Neural Composition for Accelerating Federated Learning in Heterogeneous Edge Networks 自适应局部更新和神经组合加速异构边缘网络中的联邦学习

IEEE Transactions on Networking

IF0

PREAI

Jianchun Liu; Jiaming Yan; Ji Qi; Hongli Xu; Shilong Wang; Chunming Qiao; Liusheng Huang

研究方向