Scholar
Mengran Li
Google Scholar ID: MLff8bQAAAAJ
Sun Yat-sen University
Citations & Impact
Citations
230
H-index
7
i10-index
7
Publications
20
Co-authors
21
list available
Publications
Resume (English only)
Academic Achievements
- Published over 20 papers as first author in IEEE/ACM Transactions and CCF-A conferences. Notable works include 'A Survey of Large Language Models for Data Challenges in Graphs' (published in Expert Systems with Applications) and 'Attrireboost: A gradient-free propagation optimization method for cold start mitigation in attribute missing graphs' (preprint on arXiv).
Research Experience
- Gained research experience through internships at Baidu, SIAT (Chinese Academy of Sciences, Shenzhen Institute of Advanced Technology), Westlake University, and the Hong Kong Centre for Artificial Intelligence and Robotics (CAIR).
Education
- Ph.D. Student - Control Science & Engineering, Sun Yat-sen University, Advised by: Prof. Ronghui Zhang (SYSU) and Prof. Yong Zhang (BJUT)
Background
- A Ph.D. student in Control Science and Engineering at Sun Yat-sen University. Research interests include AI for Science, heterogeneous graph learning, hypergraph learning, temporal modeling, traffic big data, and bioinformatics.
