Dongdong Chen
Scholar

Dongdong Chen

Google Scholar ID: eIrcIl8AAAAJ
University of Edinburgh
Machine learninginverse problemsimage processing
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Citations & Impact
All-time
Citations
1,352
 
H-index
20
 
i10-index
24
 
Publications
20
 
Co-authors
0
 
Contact
Emaild.chen@hw.ac.ukTwitterOpen ↗GitHubOpen ↗LinkedInOpen ↗
Publications
3 items
Position: Spectral GNNs Are Neither Spectral Nor Superior for Node Classification
2026
Cited
0
Equivariant Learning for Unsupervised Image Dehazing
2026
Cited
0
SHARE: A Fully Unsupervised Framework for Single Hyperspectral Image Restoration
2026
Cited
0
Resume
Academic Achievements
  • Publications: Multiple papers accepted by ICCV, JMLR, IEEE SPM, etc.
  • Awards:
  • - Open Science Awards for Free Research Software, French Ministry of Higher Education and Research, 2024
  • - MICCAI-BIA'18 Best Paper Nomination, 2018
  • - Sichuan University Excellent Graduate, 2017
  • - SCF Best Student Paper Award, 2017
  • - IES Best Student Paper Award, 2014
  • - National Scholarship, 2014
Research Experience
  • Postdoctoral Researcher at the University of Edinburgh from 2018 to 2022; Associate Researcher at Sichuan University until 2023.
Education
  • PhD: Graduated from Sichuan University in 2017.
Background
  • Research Interests: Machine learning, image processing, inverse problems. Professional Field: Mathematical and Computer Sciences. Brief Introduction: Assistant Professor at Heriot-Watt University in Edinburgh, focusing on unsupervised learning and inverse problems in computational imaging.
Miscellany
  • Personal Interests: Not specified.