Bin Lu
Scholar

Bin Lu

Google Scholar ID: HsI7HPoAAAAJ
Shanghai Jiao Tong University
graph neural networkspatiotemporal data miningAI for ScienceGeoAI
Citations & Impact
All-time
Citations
372
 
H-index
7
 
i10-index
6
 
Publications
19
 
Co-authors
9
list available
Resume (English only)
Academic Achievements
  • Published 'OxyGenerator: Reconstructing Global Ocean Deoxygenation Over a Century with Deep Learning' at ICML 2024 (CCF-A)
  • Published 'Graph Out-of-Distribution Generalization with Controllable Data Augmentation' in IEEE TKDE 2024 (CCF-A)
  • Published 'Temporal Generalization Estimation in Evolving Graphs' at ICLR 2024 (Tsinghua-A)
  • Published 'DataExpo: A One-stop Dataset Service for Open Science Research' at WWW 2023 (CCF-A)
  • Two oral papers at KDD 2022: 'Geometer: Graph Few-Shot Class-Incremental Learning via Prototype Representation' and 'Spatio-Temporal Graph Few-Shot Learning with Cross-City Knowledge Transfer' (both CCF-A)
  • Published 'Make More Connections: Urban Traffic Flow Forecasting with Spatiotemporal Adaptive Gated Graph Convolution Network' in ACM TIST 2022 (SCI, IF=4.654)
  • Oral presentation at CIKM 2020: 'Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting' (CCF-B, included in LibCity open-source project)