Yangxin Fan
Scholar

Yangxin Fan

Google Scholar ID: 93z-sKsAAAAJ
Case Western Reserve University
Graph Neural NetworksLarge Language ModelsScalable MLTimeseriesAI4Science
Citations & Impact
All-time
Citations
113
 
H-index
4
 
i10-index
3
 
Publications
19
 
Co-authors
7
list available
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