Shiwen Qin
Scholar

Shiwen Qin

Google Scholar ID: EH2fFwoAAAAJ
The University of Edinburgh
Large Language ModelsNeural Architecture Search
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Citations & Impact
All-time
Citations
1
 
H-index
1
 
i10-index
0
 
Publications
1
 
Co-authors
6
list available
Contact
Emailshiwen.qin@ed.ac.ukGitHubOpen ↗LinkedInOpen ↗
Publications
2 items
ONNX-Net: Towards Universal Representations and Instant Performance Prediction for Neural Architectures
2025
Cited
0
Transferrable Surrogates in Expressive Neural Architecture Search Spaces
2025
Cited
0
Resume (English only)
Academic Achievements
  • October 2025: Released ONNX-Net, a framework for universal representations and instant performance prediction in NAS
  • May 2025: Paper on Transferrable Surrogates accepted to AutoML 2025
  • April 2025: Released work on Transferrable Surrogates for NAS
  • Published paper: 'ONNX-Net: Towards Universal Representations and Instant Performance Prediction for Neural Architectures'
  • Published paper: 'Transferrable Surrogates in Expressive Neural Architecture Search Spaces' (AutoML 2025)
Co-authors
6 total
Martin Pilát
Martin Pilát
Associate Professor, Faculty of Mathematics and Physics, Charles University
Elliot J. Crowley
Elliot J. Crowley
Associate Professor, University of Edinburgh
Gabriela Kadlecová
Gabriela Kadlecová
PhD student at Charles University and The Czech Academy of Sciences, Institute of Computer Science
Jovita Lukasik
Jovita Lukasik
University of Siegen
Shay Cohen
Shay Cohen
University of Edinburgh
Linus Ericsson
Linus Ericsson
University of Glasgow