Zhi-Song Liu
Scholar

Zhi-Song Liu

Google Scholar ID: 3vm7iAwAAAAJ
Associate professor, Lappeenranta-Lahti University of Technology LUT
machine learningpattern recognitionimage processing
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Citations & Impact
All-time
Citations
1,636
 
H-index
20
 
i10-index
27
 
Publications
20
 
Co-authors
31
list available
Contact
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Publications
12 items
Inverse Neural Operator for ODE Parameter Optimization
2026
Cited
0
Cross-Resolution Attention Network for High-Resolution PM2.5 Prediction
2026
Cited
0
MCMC Informed Neural Emulators for Uncertainty Quantification in Dynamical Systems
2026
Cited
0
TopoFlow: Physics-guided Neural Networks for high-resolution air quality prediction
2026
Cited
0
PUFM++: Point Cloud Upsampling via Enhanced Flow Matching
2025
Cited
0
SPIN-ODE: Stiff Physics-Informed Neural ODE for Chemical Reaction Rate Estimation
2025
Cited
0
Cellular Automaton With CNN
2025
Cited
0
Data-Efficient Limited-Angle CT Using Deep Priors and Regularization
2025
Cited
0
Resume (English only)
Academic Achievements
  • [2025-1] One paper accepted to Neural Networks
  • [2024-1] One paper accepted to International Journal of Computer Vision
  • [2023-7] Three papers accepted to IEEE International Conference on Image Processing
  • [2022-11] Three papers accepted to Asian Conference on Computer Vision
  • [2022-11] Two papers accepted to NeurIPS 2022 Machine Learning for Autonomous Driving Workshop
  • Research contributions include Random Forest, Image Super-Resolution, Image Denoising, Style Transfer, Video Understanding, Image Relighting, Image Inpainting, and Vehicle Detection
Co-authors
31 total
Wan-Chi Siu
Wan-Chi Siu
Hong Kong Polytechnic University
Co-author 2
Co-author 2
Co-author 3
Co-author 3
Co-author 4
Co-author 4
Vicky Kalogeiton
Vicky Kalogeiton
École Polytechnique, IP Paris
Radu Timofte
Radu Timofte
Humboldt Professor for AI and Computer Vision, University of Würzburg
Co-author 7
Co-author 7
Co-author 8
Co-author 8