Scholar
Haipeng Zhang
Google Scholar ID: 377DmKgAAAAJ
ShanghaiTech University
Data Mining
Geo-spatial Data Mining
Web Mining
Social Computing
Fintech
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Citations & Impact
All-time
Citations
290
H-index
10
i10-index
10
Publications
20
Co-authors
9
list available
Contact
Email
zhanghp@shanghaitech.edu.cn
GitHub
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Publications
5 items
SQLStructEval: Structural Evaluation of LLM Text-to-SQL Generation
2026
Cited
0
LLM as Graph Kernel: Rethinking Message Passing on Text-Rich Graphs
2026
Cited
0
Fine-grained Classification of A Million Life Trajectories from Wikipedia
2026
Cited
0
FinCARDS: Card-Based Analyst Reranking for Financial Document Question Answering
arXiv.org · 2026
Cited
1
The Two-Stage Decision-Sampling Hypothesis: Understanding the Emergence of Self-Reflection in RL-Trained LLMs
arXiv.org · 2026
Cited
0
Resume (English only)
Background
Assistant Professor at the School of Information Science and Technology, ShanghaiTech University
Focuses on mining and modeling large-scale human behavioral data
Explores human patterns in investment, communication, mobility, and innovation
Applies insights to financial, political-economic, and scientific domains
Publishes in top venues including WWW, WSDM, TKDD, ICWSM, CIKM, ICML, ICLR, AAAI, and IJCAI
Work has received media coverage from New Scientist and Communications of the ACM
Co-authors
9 total
David Crandall
Professor of Computer Science, Indiana University
Co-author 2
Co-author 3
Co-author 4
Stefan Lee
Associate Professor, Oregon State University
Co-author 6
Co-author 7
Co-author 8
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