University Awards

Young Researcher Award

My goal is to develop trustworthy and efficient artificial intelligence models that best support and complement human intelligence and creativity. ” Assistant Professor Wang Xinchao
Department of Electrical and Computer Engineering
College of Design and Engineering
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Research Interests

  • Artificial intelligence
  • Machine learning
  • Computer vision
  • Signal processing

Research Achievements

  • Known internationally for his work on efficient and trustworthy machine learning for applications, including computer vision and natural language processing.
  • Invented the world’s most popular structural pruning approach, DepGraph, for pruning deep neural networks with one line of code in a fully automatic manner. The software has been downloaded over 125,000 times.
  • Developed one of the most popular efficient neural network backbones, MetaFormer, which for the first time shows the de facto architectural attribution of transformer neural networks.
  • Designed the world’s first neural network reassembly approach, enabling users to treat neural networks as Lego models and to reassemble network blocks as Lego bricks.
  • Leads research funding, as principial investigator or co-investigator, of more than S$15 million from public funding agencies and industrial partners.

Publication Credits

  • Published over 150 papers in top-tier conferences and journals
  • Obtained over 13,000 citations, with a Hirsch index of 61

International Standing

  • Associate Editor of IEEE Transactions on Image Processing (since 2023)
  • Grant reviewer for the Swiss National Science Foundation and Hong Kong General Research Fund (since 2022)
  • Area Chair / Meta reviewer for leading international conferences on machine learning, computer vision and artificial intelligence, among others
  • Keynote / invited speaker at various conferences such as the IEEE Conference on Computer Vision

Awards And Accolades

  • Young Researcher Award, NUS College of Design and Engineering (2024)
  • Outstanding Early Career Award, NUS College of Design and Engineering (2023)
  • Young Author Best Paper Award, IEEE Signal Processing Society (2023)
  • Listed among the World’s Top 2% Scientists by Stanford University (2023, 2022)
  • Best Paper Award, IEEE International Conference on Visual Communications and Image Processing (2022)
  • Best Paper Nomination, Conference on Neural Information Processing Systems (2022)
  • American Philosophical Association Book Prize nomination (2021)
  • NUS FASS Promising Young Researcher Award (2018)

Education

  • PhD (École Polytechnique Fédérale de Lausanne)
  • BSc (Hong Kong Polytechnic University)
 Honour Roll Recipients