I received a B.S. degree, and a Ph.D. degree in computer science from Jilin University (JLU), Changchun, China, in 2017, and 2023 respectively. I have been a Visiting Student in the Information Systems Technology and Design (ISTD), at the Singapore University of Technology and Design (SUTD), mentored by Prof. Tony Q.S. Quek, in 2022. I am currently a Postdoctoral Research Fellow at Dalian Maritime University (DMU). My research interests include mobile crowdsensing, federated learning, and edge computing.

My research interest includes mobile crowdsensing, federated learning, and edge computing.

🔥 News

📝 Publications

Journal Papers:

• Exploiting Complex Network-based Clustering for Personalization-Enhanced Hierarchical Federated Edge Learning
  Zijian Li, Zihan Chen, Xiaohui Wei, Shang Gao, Hengshan Yue, Zhewen Xu, Tony Q.S. Quek
  IEEE Transactions on Mobile Computing (TMC), 2024
  
• HSM-SMCS: Task Assignment Based on Hybrid Sensing Modes in Sparse Mobile Crowdsensing
  Xiaohui Wei, Zijian Li, Chenghao Ren, Tao Guo, Shang Gao
  IEEE Internet of Things Journal (IotJ), 2022 (First author is supervisor)
  
• SDLSC-TA: Subarea Division Learning Based Task Allocation in Sparse Mobile Crowdsensing
  Xiaohui Wei, Zijian Li, Yuanyuan Liu, Shang Gao, Hengshan Yue
  IEEE Transactions on Emerging Topics in Computing (TETC), 2021 (First author is supervisor)
  
• DGFormer: a physics-guided station level weather forecasting model with dynamic spatial-temporal graph neural network
  Zhewen Xu, Xiaohui Wei, Jieyun Hao, Junze Han, Hongliang Li, Changzheng Liu, Zijian Li, Dongyuan Tian, Nong Zhang
  GeoInformatica, 2024
• A Blockchain Multi-Chain Federated Learning Framework for Enhancing Security and Efficiency in Intelligent Unmanned Ports
  Zeqiang Xie, Zijian Li*
  Electronics, 2024

Conference Papers:

• HPFL-CN: Communication-Efficient Hierarchical Personalized Federated Edge Learning via Complex Network Feature Clustering
  Zijian Li, Zihan Chen, Xiaohui Wei, Shang Gao, Chenghao Ren, Tony Q.S. Quek
  19th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON), 2022
  
• CFPA: Cognitive Federated Partial Adaptation for Effective Personalization
  Xiaohui Wei, Didi Jiao, Shiyu Tong, Zijian Li*, Chenghao Ren, Hengshan Yue
  19th International Conference on Mobility, Sensing and Networking (MSN), 2023
  
• AreaTransfer: A Cross-City Crowd Flow Prediction Framework Based on Transfer Learning
  Xiaohui Wei, Tao Guo, Hongmei Yu, Zijian Li, Hao Guo, Xiang Li
  International Conference on Smart Computing and Communication (SmartCom), 2021

💻 Services

Selected Technical Reviewer:

• IEEE Internet of Things Journal
• IEEE Transactions on Systems, Man and Cybernetics: Systems
• IEEE Transactions on Computational Social Systems
• IEEE Transactions on Intelligent Vehicles
• Information Sciences
• IET Software
• China Communications
• ICASSP 2025

Technical Program Committee Members

• UIC 2024: Special Session on Intelligent Signal Processing

Journal Editor

• Electronics Guest Editor