Scholar
Dawei Cheng
Google Scholar ID: 4UD20ukAAAAJ
Tongji University
Citations & Impact
Citations
3,311
H-index
29
i10-index
50
Publications
20
Co-authors
11
list available
Publications
Resume (English only)
Academic Achievements
- Elected as World's Top 2% Scientists by Stanford University and Elsevier
- Awarded First Prize of Wu Wenjun Artificial Intelligence Science and Technology Progress Award (Second Contributor) by CAAI
- Received Gold Medal of Shanghai Outstanding Invention Selection Competition
- Selected into Shanghai Youth Top Talent Program
- Principal Investigator of NSFC Young Scientists Fund (Class B): Graph Data Learning
- Principal Investigator of NSFC Project: Simulation of Risk Contagion with Generative Graph Learning (4-year duration)
- Published multiple papers in top-tier venues including TKDE, TNNLS, WWW, ICML, ICLR, NeurIPS, AAAI, IJCAI, KDD, ACL, ICDE, CIKM, and SIGKDD, many as corresponding or co-corresponding author
- Best Reviewer Award, KDD 2025
- Delivered a tutorial on AIGC for Graphs at ICDE 2025
- Deputy Secretary-General of CCF Digital Finance Chapter
- Regularly serves as AC/SPC/PC for major conferences (ICML, ICLR, NeurIPS, KDD, ACL, ICDE, AAAI, IJCAI, etc.)
- Serves as AE/Reviewer for journals including TKDE, TPAMI, TNNLS, TKDD, PR, FCS
- Released open-source projects: Interbank risk rating system and Antifraud detection framework
Background
- Currently an Associate Professor at the School of Computer Science and Technology, Tongji University
- Serves as Dean Assistant of the Collaborative Innovation Center of Internet Finance Safety
- Guest Ph.D. Supervisor at the University of Technology Sydney, Australia
- Specializes in data mining, machine learning, deep learning, and reinforcement learning
- Main research focus: graph learning, big data in finance, deep learning on complex graphs, generative AI, and large-scale graph analysis
