Haoren Guo
Scholar

Haoren Guo

Google Scholar ID: OVV8PCQAAAAJ
PhD Candidate, National University of Singapore
deep learningtime seriesPDM
Citations & Impact
All-time
Citations
43
 
H-index
4
 
i10-index
2
 
Publications
10
 
Co-authors
8
list available
Resume (English only)
Academic Achievements
  • Published multiple papers in international conferences and journals such as IEEE Transactions on Neural Networks and Learning Systems, AAAI Conference, IEEE Transaction on Artificial Intelligence, IECON, ICRA, and INDIN.
Research Experience
  • Currently a fourth-year Ph.D. candidate in the Department of Electrical and Computer Engineering at the National University of Singapore, advised by Professor Vadakkepat Prahlad.
Education
  • Ph.D.: National University of Singapore, Department of Electrical and Computer Engineering, advised by Professor Vadakkepat Prahlad; B.S.: National University of Singapore, Electrical Engineering, graduated in May 2021.
Background
  • Research interests include machine learning, neural networks and deep learning, time series prediction, predictive maintenance, domain adaptation, self-supervised learning, large language models. Bachelor's degree in Electrical Engineering from the National University of Singapore with a distinction.
Miscellany
  • Contact information includes email, Google Scholar, ORCID, Github, and LinkedIn.