Scholar
Yangxin Fan
Google Scholar ID: 93z-sKsAAAAJ
Case Western Reserve University
Graph Neural Networks
Large Language Models
Scalable ML
Timeseries
AI4Science
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Citations & Impact
All-time
Citations
113
H-index
4
i10-index
3
Publications
19
Co-authors
7
list available
Contact
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Publications
2 items
Inference-friendly Graph Compression for Graph Neural Networks
2025
Cited
0
Generating Skyline Datasets for Data Science Models
2025
Cited
0
Resume (English only)
Academic Achievements
Two papers on inference-friendly graph compression for Graph Neural Networks accepted at VLDB 2025
Paper on parallel-friendly spatio-temporal graph learning for photovoltaic degradation analysis published at CIKM 2024
Paper on spatio-temporal denoising autoencoder with data augmentation for photovoltaic time-series imputation published at SIGMOD 2023
Contributed to research on generating skyline datasets for data science models (EDBT 2025)
Multiple papers on photovoltaic performance degradation modeling, outlier detection, and data imputation presented at IEEE PVSC (2022–2025)
Published work on estimating fleet-wide photovoltaic degradation patterns using spatio-temporal GNNs in PLOS ONE 2024
Research on social disparities in oral health in America during the COVID-19 pandemic published in Quintessence International 2022
Participated in research on public opinion toward the #StopAsianHate movement and its relation to racially motivated hate
Co-authors
7 total
Yinghui Wu
Case Western Reserve University
Roger H. French
Kyocera Professor, Case Western Reserve University, Case School of Engineering, Materials Science
Co-author 3
Co-author 4
Co-author 5
Hanjia Lyu
University of Rochester
Co-author 7
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