Ruhui Ma - Publications, H-index & Citations

马

马汝辉 (Ruhui Ma)

shanghai jiao tong university

23H指数

151论文数

2.1K被引数

收录论文 51

发表时间

Fault-aware task offloading with dynamic k-replica redundancy in unreliable MEC 面向故障的动态k副本冗余在不可靠 MEC 中的任务卸载

Journal of Network and Computer Applications

IF8

2026-09-07

PREAI

Tengfei Ma; Zongpu Zhang; Rui Zhang; Yuan Liu; Ruhui Ma

Rising From Embodied Intelligence to Embedded Intelligence via Decentralized Federated Learning With Roaming AI Agents 从具身智能到嵌入式智能：通过漫游AI代理的分布式联邦学习实现提升

IEEE-ASME Transactions on Mechatronics

IF7.3

2026-08-21

PREAI

Yicheng Di; Hongjian Shi; Bowen Jiang; Yingli Peng; Hongyu Zhao; Shuhui Zhou; Siyu Du; Yuan Liu; Ruhui Ma; Weishan Zhang

FaaShare: Enabling Generic Low-Latency and SLO-Aware GPU Sharing in Serverless Computing FaaShare：在无服务器计算中实现通用的低延迟和SLO感知的GPU共享

IEEE Transactions on Parallel and Distributed Systems

IF6

2026-06-16

PREAI

Zhuolong Jiang; Zinuo Cai; Yumou Liu; Ruhui Ma; Rajkumar Buyya

Reinforcement Learning-Based Data Weight Optimization for Sequential Recommendation 基于强化学习的序列推荐数据权重优化

IEEE Transactions on Consumer Electronics

IF10.9

2026-01-19

PREAI

Shiquan Wang; Yicheng Di; Jiayu Bao; Zhuolong Jiang; Hongjian Shi; Ruhui Ma; Xin Gao; Zhiwei Song; Hong Yuan; Yuan Liu; Haibing Guan

PIFGSR: Pluggable framework for information fusion using generative artificial intelligence (GenAI) in recommender systems PIFGSR：基于生成式人工智能（GenAI）在推荐系统中的可插拔信息融合框架

Information Fusion

IF15.5

2025-11-27

PREAI

Yicheng Di; Hongjian Shi; Khushal Haider Syed; Ruhui Ma; Haibing Guan; Yuan Liu; Rajkumar Buyya

HeShare: Energy-Aware and Efficient Multi-Task GPU Sharing in Heterogeneous GPU-Based Computing Systems HeShare: 基于GPU的异构计算系统中的节能高效多任务GPU共享

IEEE Transactions on Computers

IF3.8

2025-11-05

PREAI

Zhuolong Jiang; Zinuo Cai; Hongyu Zhao; Baoheng Zhang; Tianqi Wu; Yiming Qiang; Ruhui Ma; Haibing Guan; Rajkumar Buyya

BFL-SE: Blockchain federated learning with secure and effective weight-assignment model aggregation BFL-SE：具有安全且有效的权重分配模型聚合的区块链联邦学习

Displays

IF3.4

2025-09-08

PREAI

Yingli Peng; Gang Yao; Zijie Zhao; Chenpei Wang; Xinyu Ruan; Hongjian Shi; Ruhui Ma

FasDL: An Efficient Serverless-Based Training Architecture With Communication Optimization and Resource Configuration FasDL: 一种高效的基于无服务器的培训架构，具有通信优化和资源配置功能

IEEE TRANSACTIONS ON COMPUTERS

IF3.8

2025-02-01

PREAI

Chen, Xinglei; Cai, Zinuo; Zhang, Hanwen; Ma, Ruhui; Buyya, Rajkumar

FedDA: Resource-adaptive federated learning with dual-alignment aggregation optimization for heterogeneous edge devices FedDA: 针对异构边缘设备的资源自适应联合学习与双对齐聚合优化

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2025-02-01

PREAI

Cao, Shaohua; Wu, Huixin; Wu, Xiwen; Ma, Ruhui; Wang, Danxin; Han, Zhu; Zhang, Weishan

Federated Recommender System Based on Diffusion Augmentation and Guided Denoising 基于扩散增强和引导去噪的联邦推荐系统

ACM TRANSACTIONS ON INFORMATION SYSTEMS

IF9.1

2025-01-17

OAAI

Di, Yicheng; Shi, Hongjian; Wang, Xiaoming; Ma, Ruhui; Liu, Yuan

RFL-LSU: A Robust Federated Learning Approach with Localized Stepwise Updates

ACM TRANSACTIONS ON INTERNET TECHNOLOGY

IF4.1

2024-11-15

OAAI

Fan, Shuming; Shi, Hongjian; Wang, Chenpei; Ma, Ruhui; Wang, Xiaoming

SPSC: Stream Processing Framework Atop Serverless Computing for Industrial Big Data SPSC: 面向工业大数据的无服务器计算流处理框架

IEEE TRANSACTIONS ON CYBERNETICS

IF10.5

2024-11-01

PREAI

Cai, Zinuo; Chen, Zebin; Chen, Xinglei; Ma, Ruhui; Guan, Haibing; Buyya, Rajkumar

Deep Convolutional Linear Precoder Neural Network for Rate Splitting Strategy of Aerial Computing Networks

IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING

IF7.9

2024-11-01

PREAI

Wang, Zhijie; Ma, Ruhui; Shi, Hongjian; Cai, Zinuo; Lin, Liwei; Guan, Haibing

SIREN+: Robust Federated Learning With Proactive Alarming and Differential Privacy SIREN: 具有主动警报和差分隐私的强大联合学习

IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING

IF7.5

2024-09-01

PREAI

Guo, Hanxi; Wang, Hao; Song, Tao; Hua, Yang; Ma, Ruhui; Jin, Xiulang; Xue, Zhengui; Guan, Haibing

MCAS-GP: Deep Learning-Empowered Middle Cerebral Artery Segmentation and Gate Proposition

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

IF3.4

2024-07-01

PREAI

Zhang, Rui; Wang, Shuo; Ma, Ruhui; Hua, Yang; Song, Tao; Cao, Yunyun; Guan, Haibing

SMSS: Stateful Model Serving in Metaverse With Serverless Computing and GPU Sharing SMSS: 在Metaverse中提供无服务器计算和GPU共享的有状态模型

IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

IF17.2

2024-03-01

PREAI

Cai, Zinuo; Chen, Zebin; Ma, Ruhui; Guan, Haibing

Edge-Distributed IoT Services Assist the Economic Sustainability of LEO Satellite Constellation Construction

SUSTAINABILITY

IF3.3

2024-02-14

OAAI

Zhang, Meng; Shi, Hongjian; Ma, Ruhui

pFedEff: An Efficient and Personalized Federated Cognitive Learning Framework in Multiagent Systems

IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS

IF4.9

2024-02-01

PREAI

Shi, Hongjian; Zhang, Jianqing; Fan, Shuming; Ma, Ruhui; Guan, Haibing

cFedDT: Cross-Domain Federated Learning in Digital Twins for Metaverse Consumer Electronic Products

IEEE TRANSACTIONS ON CONSUMER ELECTRONICS

IF10.9

2024-02-01

PREAI

Ma, Ruhui; Shi, Hongjian; Gao, Honghao; Guan, Haibing; Iqbal, Muddesar; Mumtaz, Shahid

faaShark: An End-to-End Network Traffic Analysis System Atop Serverless Computing faaShark: 基于无服务器计算的端到端网络流量分析系统

IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING

IF7.9

2024-01-01

PREAI

Zhao, Hongyu; Pan, Shanxing; Cai, Zinuo; Chen, Xinglei; Jin, Lingxiao; Gao, Honghao; Wan, Shaohua; Ma, Ruhui; Guan, Haibing

研究方向