Xiao Zhang (张啸)
Scholar

Xiao Zhang (张啸)

Google Scholar ID: Mjc1iUQAAAAJ
School of Computer Science and Technology, Shandong University
Distributed LearningFederated LearningData MiningEdge Intelligence
Citations & Impact
All-time
Citations
1,929
 
H-index
20
 
i10-index
30
 
Publications
20
 
Co-authors
10
list available
Contact
No contact links provided.
Publications
20 items
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
  • Published multiple high-impact papers in journals and conferences including IEEE Transactions on Mobile Computing, IEEE Transactions on Service Computing, ICML, IEEE Transactions on Knowledge and Data Engineering, NeurIPS, IEEE/ACM Transactions on Networking, and INFOCOM.
Research Experience
  • Currently an Associate Professor at the School of Computer Science and Technology, Shandong University, focusing on research topics such as Distributed Learning/Federated Learning Theory, Heterogeneous Models Collaboration Algorithms Design, and Distributed Learning System Optimization for LLMs on Resource-Limited Edge.
Education
  • Received Ph.D. from the DisLab, School of Computer Science, Nanjing University in 2019, advised by Prof. Sanglu Lu and Prof. Wenzhong Li. Obtained bachelor's degree from the School of Software, Central South University in 2013. Visiting student at George-August-University of Goettingen (Working with Prof. Xiaoming Fu) and visiting scholar at Rutgers, the State University of New Jersey (Working with Prof. Hui Xiong).
Background
  • Currently an Associate Professor in the School of Computer Science and Technology at Shandong University. Research interests include Distributed Learning, Federated Learning, Edge Intelligence, and Big Data Mining.
Miscellany
  • Recruiting well-motivated Ph.D., Master students, and Undergraduate students. Please feel free to drop an email. For outstanding students, opportunities to participate in domestic and international academic conferences, exchange visits, further education, and internships will be provided.