Zixin Wang
Scholar

Zixin Wang

Google Scholar ID: hgyz-1MAAAAJ
Research Assistant Professor, Department of ECE, The Hong Kong University of Science and Technology
Edge intelligencefederated learningedge large AI modelFoundation Models
Citations & Impact
All-time
Citations
566
 
H-index
9
 
i10-index
9
 
Publications
20
 
Co-authors
18
list available
Resume (English only)
Academic Achievements
  • - Sept. 2025, committee member of IEEE Hong Kong 6G Wireless Summit
  • - May 2025, paper 'Edge Large AI Models: Collaborative Deployment and IoT Applications' accepted by IEEE IoT. Mag.
  • - May 2025, paper 'Edge Large AI Models: Revolutionizing 6G Networks' accepted by IEEE Commun. Mag.
  • - Mar. 2025, paper 'Microservice Migration in Hybrid Satellite-Terrestrial Networks for Autonomous Vehicles' accepted by J. Commun. Info. Netw. and selected for the cover article
  • - Mar. 2025, paper 'Learning to Beamform for Integrated Sensing and Communication: A Graph Neural Network with Implicit Projection Approach' accepted by IEEE Trans. Wireless Commun.
  • - Jan. 2025, paper 'Federated Fine-Tuning for Pre-Trained Foundation Models Over Wireless Networks' accepted by IEEE Trans. Wireless Commun.
  • - Dec. 2024, attended GLOBECOM 2024, Cape Town, SA
  • - Sept. 2024, attended IEEE Hong Kong 6G Wireless Summit
  • - Sept. 2024, paper 'Over-the-air Federated Graph Learning' accepted by IEEE Trans. Wireless Commun.
  • - Aug. 2024, paper 'Graph Attention-based MADRL for Access Control and Resource Allocation in Wireless Networked Control Systems' accepted by IEEE Trans. Wireless Commun.
  • - Aug. 2024, paper 'Federated Low-Rank Adaptation for Large Language Model Fine-Tuning Over Wireless Networks' accepted by GLOBECOM 2024
  • - Mar. 2024, joined HKUST as a post-doctoral fellow, working with Prof. Khaled B. Letaief
  • - Nov. 2023, passed thesis defense
  • - Nov. 2022, started visiting Oulu University as a visiting doctoral researcher, working with Prof. Mehdi Bennis
Research Experience
  • - Research Assistant Professor at Dept. ECE, Hong Kong University of Science and Technology (HKUST), currently working with Prof. Khaled B. Letaief
  • - Post-doctoral fellow at HKUST, starting from Mar. 2024, working with Prof. Khaled B. Letaief
Education
  • - Ph.D. from the University of Chinese Academy of Sciences (ShanghaiTech University), 2024, co-supervised by Prof. Yong Zhou
  • - B.Sc. from Wuhan University of Technology, 2018
  • - Visiting doctoral researcher at CWC, Oulu University, from Nov. 2022 to Oct. 2023, supervised by Prof. Mehdi Bennis
Background
  • Research areas include edge intelligence, edge large AI model, federated learning, and network optimization.