Scholar
Ziwei Zhang
Google Scholar ID: AnrzkUUAAAAJ
Associate Professor, School of Computer Science and Engineering, Beihang University, China
Citations & Impact
Citations
6,419
H-index
29
i10-index
43
Publications
20
Co-authors
19
list available
Publications
Resume (English only)
Academic Achievements
- Published over 50 papers in top-tier venues including ICML, NeurIPS, KDD, ICLR, CVPR, AAAI, IJCAI, IEEE TPAMI, and TKDE
- 2025: Paper on graph foundation model accepted by NeurIPS
- 2025: Paper on graph for science accepted by Genome Biology
- 2025: Paper on OOD Graph NAS accepted by KDD
- 2025: Survey on Graph OOD Generalization accepted by IEEE TPAMI
- 2025: Tutorial on Low-Distortion Graph Representation Learning accepted by IJCAI
- 2025: Workshop on Frontiers in Graph Machine Learning for the Large Model Era accepted by CIKM
- 2024: Paper 'LLM4DyG: Can LLMs Solve Spatial-Temporal Problems on Dynamic Graphs?' accepted by KDD
- 2020: Open-sourced AutoGL, an AutoML toolkit for graphs
Background
- Associate professor in the School of Computer Science and Engineering, Beihang University
- Research interests lie at the intersection of graph machine learning and large language models (LLMs), including graph foundation models, Graph LLMs, GraphRAG, Graph Agents, and graph-enhanced LLM reasoning
- Seeking self-motivated undergraduate interns and master's students with strong mathematical and coding skills
- The research group has several master’s and PhD positions available each year
- Open to collaborations and discussions on graph machine learning topics
