Xiumin Wang - Publications, H-index & Citations

汪秀敏 (Xiumin Wang)

south china university of technology

23H指数

113论文数

2.2K被引数

收录论文 47

发表时间

TFCG: A time-frequency enhanced deep learning model for temperature prediction in air-liquid cooled data centers TFCG：一种用于空气-液体冷却数据中心温度预测的时间-频率增强深度学习模型

Applied Soft Computing

IF6.6

2026-06-18

PREAI

Yu Li; Weiwei Lin; Jianpeng Lin; Zhiyu Yan; Junxian Shen; Xiumin Wang

Prodigal: Backdoor defense for federated learning beyond robust aggregation Prodigal：联邦学习中的后门攻击防御：超越鲁棒聚合

Knowledge-Based Systems

IF7.6

2025-11-16

PREAI

Guozhi Liu; Weiwei Lin; Tiansheng Huang; Fang Shi; Xiumin Wang; Li Shen

Incentive Mechanism for Heterogeneous Federated Learning With Budget Constraint 预算约束下的异质联邦学习激励机制

IEEE Transactions on Emerging Topics in Computational Intelligence

IF6.5

2025-08-06

PREAI

Wanwei Xu; Xiumin Wang; Wing W. Y. Ng; Kai Liu

Fairness-Aware Client Selection and Payment Determination for Differentially Private Federated Learning 差异私人联合学习的公平感知客户选择和支付确定

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY

IF8

2025-01-01

PREAI

Zhao, Xin; Wang, Xiumin; Lin, Weiwei; Ng, Wing W. Y.; Liu, Kai

SynFlowFL: A Dynamic Synaptic Flow Framework for Efficient, Personalized Federated Learning

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE

IF6.5

2025-01-01

PREAI

Li, Dongdong; Lin, Weiwei; Wu, Wentai; Zhang, Haotong; Wang, Xiumin

Prediction of Heterogeneous Device Task Runtime Based on Edge Server-Oriented Deep Neuro-Fuzzy System

IEEE TRANSACTIONS ON SERVICES COMPUTING

IF5.8

2025-01-01

PREAI

Wu, Haijie; Lin, Weiwei; Shen, Wangbo; Wang, Xiumin; Chen, C. L. Philip; Li, Keqin

The Analysis and Optimization of Volatile Clients in Over-the-Air Federated Learning 空中联合学习中Volatile客户端的分析与优化

IEEE TRANSACTIONS ON MOBILE COMPUTING

IF9.2

2024-12-01

PREAI

Shi, Fang; Lin, Weiwei; Wang, Xiumin; Li, Keqin; Zomaya, Albert Y.

Two-Layer Optimization With Utility Game and Resource Control for Federated Learning in Edge Networks

IEEE TRANSACTIONS ON MOBILE COMPUTING

IF9.2

2024-12-01

PREAI

Tian, Fengsen; Zhang, Xinglin; Wang, Xiumin; Gong, Yue-Jiao

Joint AoI-Aware UAVs Trajectory Planning and Data Collection in UAV-Based IoT Systems: A Deep Reinforcement Learning Approach 基于无人机的物联网系统中的联合AoI感知无人机轨迹规划和数据收集: 一种深度强化学习方法

IEEE TRANSACTIONS ON CONSUMER ELECTRONICS

IF10.9

2024-11-01

PREAI

Xiao, Xiongbing; Wang, Xiumin; Lin, Weiwei

Joint Power and Coverage Control of Massive UAVs in Post-Disaster Emergency Networks: An Aggregative Game-Theoretic Learning Approach 灾后应急网络中大规模无人机的联合功率和覆盖控制: 一种聚合博弈论学习方法

IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING

IF7.9

2024-07-01

PREAI

Wu, Jing; Chen, Qimei; Jiang, Hao; Wang, Haozhao; Xie, Yulai; Xu, Wenzheng; Zhou, Pan; Xu, Zichuan; Chen, Lixing; Li, Beibei; Wang, Xiumin; Wu, Dapeng Oliver

A novel virtual machine consolidation algorithm with server power mode management for energy-efficient cloud data centers

CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS

IF4.1

2024-06-02

PREAI

Lin, Hongrui; Liu, Guodong; Lin, Weiwei; Wang, Xinhua; Wang, Xiumin

Fog-Enabled Privacy-Preserving Multi-Task Data Aggregation for Mobile Crowdsensing

IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING

IF7.5

2024-05-01

PREAI

Yan, Xingfu; Ng, Wing W. Y.; Zhao, Bowen; Liu, Yuxian; Gao, Ying; Wang, Xiumin

Time-Sensitive Federated Learning With Heterogeneous Training Intensity: A Deep Reinforcement Learning Approach

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE

IF6.5

2024-04-01

PREAI

Pan, Weijian; Wang, Xiumin; Zhou, Pan; Lin, Weiwei

Freshness-Aware Incentive Mechanism for Mobile Crowdsensing With Budget Constraint

IEEE TRANSACTIONS ON SERVICES COMPUTING

IF5.8

2023-11-01

PREAI

Cheng, Ying; Wang, Xiumin; Zhou, Pan; Zhang, Xinglin; Wu, Weiwei

Efficient Client Selection Based on Contextual Combinatorial Multi-Arm Bandits

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

IF10.7

2023-08-01

PREAI

Shi, Fang; Lin, Weiwei; Fan, Lisheng; Lai, Xiazhi; Wang, Xiumin

Heterogeneous Training Intensity for Federated Learning: A Deep Reinforcement Learning Approach 联邦学习的异质训练强度: 一种深度强化学习方法

IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING

IF7.9

2023-03-01

PREAI

Zeng, Manying; Wang, Xiumin; Pan, Weijian; Zhou, Pan

Multimodal Optimization of Edge Server Placement Considering System Response Time

ACM TRANSACTIONS ON SENSOR NETWORKS

IF4.7

2022-12-08

PREAI

Zhang, Xinglin; Zhang, Jinyi; Peng, Chaoqun; Wang, Xiumin

Heterogeneous Semi-Asynchronous Federated Learning in Internet of Things: A Multi-Armed Bandit Approach

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE

IF6.5

2022-10-01

PREAI

Chen, Shuai; Wang, Xiumin; Zhou, Pan; Wu, Weiwei; Lin, Weiwei; Wang, Zhenyu

Privacy-Preserving Context-Based Electric Vehicle Dispatching for Energy Scheduling in Microgrids: An Online Learning Approach

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE

IF6.5

2022-06-01

PREAI

Liu, Yichen; Zhou, Pan; Yang, Lei; Wu, Yulei; Xu, Zichuan; Liu, Kai; Wang, Xiumin

Adaptive Processor Frequency Adjustment for Mobile-Edge Computing With Intermittent Energy Supply

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2022-05-15

OAAI

Huang, Tiansheng; Lin, Weiwei; Hong, Xiaobin; Wang, Xiumin; Wu, Qingbo; Li, Rui; Hsu, Ching-Hsien; Zomaya, Albert Y.

研究方向