Scholar
Menghai Pan
Google Scholar ID: H2ErHkkAAAAJ
Visa Research
Foundation model
reiniforcement learning
recommendation
graph learning
sequence model
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Citations & Impact
All-time
Citations
1,118
H-index
11
i10-index
11
Publications
20
Co-authors
12
list available
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CV
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Publications
7 items
TREASURE: A Transformer-Based Foundation Model for High-Volume Transaction Understanding
2025
Cited
0
TransactionGPT
2025
Cited
0
Illuminating LLM Coding Agents: Visual Analytics for Deeper Understanding and Enhancement
2025
Cited
0
SARA: Selective and Adaptive Retrieval-augmented Generation with Context Compression
2025
Cited
0
Sysformer: Safeguarding Frozen Large Language Models with Adaptive System Prompts
2025
Cited
0
MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation
2024
Cited
0
Fine-grained Graph Rationalization
2023
Cited
0
Resume (English only)
Academic Achievements
Published multiple papers at top-tier data mining conferences and journals
2020: Two first-author papers accepted by KDD 2020 (Research Track)
2020: First-author paper accepted by Transactions on Big Data (TBD)
2020: First-author paper accepted by SIGSPATIAL 2020
2019: First-author paper accepted by TIST
2019: Best Applied Data Science Paper Award at SIAM International Conference on Data Mining (SDM'19)
2020: ACM SIGKDD Student Registration Award
2020: Top scorer in Graduate Research Innovation Exchange (GRIE) poster competition at WPI
2019: TA of the Year Award, Computer Science Department, WPI
2019: SIAM SDM Travel Award and WPI Travel Award
2016: Outstanding Undergraduate Graduation Thesis of Hubei Province, China
2016: Outstanding Student, Huazhong University of Science and Technology
2015: Individual Scholarship for Scientific Research, HUST
2013: National Endeavor Fellowship from Ministry of Education of China and Hubei Provincial Department of Education
2012: Model Student of Academic Records and Academic Scholarship, HUST
Co-authors
12 total
Huiyuan Chen
Amazon
Yanhua Li
Associate Professor at Worcester Polytechnic Institute
Jun Luo
Lenovo Machine Intelligence Center
Xun Zhou
Professor of Computer Science, Harbin Institute of Technology, Shenzhen (HIT-SZ)
Hanghang Tong
University of Illinois at Urbana-Champaign
Co-author 6
Rui Song
North Carolina State University
Co-author 8
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