Xiumin Wang

South China University of Technology — China

Computer Science · Physical Sciences

23h-index2.2kcitations112works4.62yr avg
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Research Topics

Cooperative Communication and Network Coding(26), Privacy-Preserving Technologies in Data(20), IoT and Edge/Fog Computing(18), Mobile Ad Hoc Networks(14), Mobile Crowdsensing and Crowdsourcing(14)

Publications112 total

Prodigal: Backdoor defense for federated learning beyond robust aggregation
Knowledge-Based Systems·2025
Incentive Mechanism for Heterogeneous Federated Learning With Budget Constraint
IEEE Transactions on Emerging Topics in Computational Intelligence·2025
New era: the pioneering journey of the GloBE-Reg database of long-acting growth hormone in china
Endocrine Abstracts·2025
SynFlowFL: A Dynamic Synaptic Flow Framework for Efficient, Personalized Federated Learning
IEEE Transactions on Emerging Topics in Computational Intelligence·2025· 1 cited
Fairness-Aware Client Selection and Payment Determination for Differentially Private Federated Learning
IEEE Transactions on Information Forensics and Security·2025
Prediction of Heterogeneous Device Task Runtime Based on Edge Server-Oriented Deep Neuro-Fuzzy System
IEEE Transactions on Services Computing·2024· 6 cited
A Lyapunov Optimization Approach for Long-Term Task Assignment in Vehicular Crowdsensing
IEEE Transactions on Consumer Electronics·2024· 1 cited
Joint AoI-Aware UAVs Trajectory Planning and Data Collection in UAV-Based IoT Systems: A Deep Reinforcement Learning Approach
IEEE Transactions on Consumer Electronics·2024· 19 cited
Two-Layer Optimization With Utility Game and Resource Control for Federated Learning in Edge Networks
IEEE Transactions on Mobile Computing·2024· 5 cited
The Analysis and Optimization of Volatile Clients in Over-the-Air Federated Learning
IEEE Transactions on Mobile Computing·2024· 4 cited
A novel virtual machine consolidation algorithm with server power mode management for energy-efficient cloud data centers
Cluster Computing·2024· 6 cited
Joint Power and Coverage Control of Massive UAVs in Post-Disaster Emergency Networks: An Aggregative Game-Theoretic Learning Approach
IEEE Transactions on Network Science and Engineering·2024· 13 cited
Study on the site selection of cold chain logistics base in Jinan
2024· 1 citedOpen Access
Time-Sensitive Federated Learning With Heterogeneous Training Intensity: A Deep Reinforcement Learning Approach
IEEE Transactions on Emerging Topics in Computational Intelligence·2024· 15 cited
Evaluation Method of Teaching Reform Quality in Colleges and Universities Based on Big data Analysis
International Journal of Business Intelligence and Data Mining·2024
Evaluation method of teaching reform quality in colleges and universities based on big data analysis
International Journal of Business Intelligence and Data Mining·2024· 2 cited
Freshness-Aware Incentive Mechanism for Mobile Crowdsensing With Budget Constraint
IEEE Transactions on Services Computing·2023· 22 cited
Budget-feasible Sybil-proof mechanisms for crowdsensing
Theoretical Computer Science·2023
Monitoring edge-geodetic numbers of convex polytopes and four networks
International Journal of Parallel Emergent and Distributed Systems·2023· 3 citedOpen Access
Fog-Enabled Privacy-Preserving Multi-Task Data Aggregation for Mobile Crowdsensing
IEEE Transactions on Dependable and Secure Computing·2023· 20 cited
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Frequent Co-authors

Pan Zhou(14), Chau Yuen(12), Weiwei Wu(11), Xiaoming Chen(9), Jianping Wang(8), Weiwei Lin(7), Xinglin Zhang(6), Kai Liu(4), Zichuan Xu(4), Dapeng Wu(3), Yinlong Xu(3), Yang Sui(3), Weijian Pan(3), Son Hoang Dau(3), Deyu Qi(2), Yulai Xie(2), Lusheng Wang(2), Jing Wu(2), Qimei Chen(2), Jin Wang(2)