experience

General Information

Full Name Yingchen Yu

Education

  • 2020-2023
    Ph.D. Candidate in computer science
    Nanyang Technological University, Singapore
    • Supervised by Assoc. Prof. Shijian Lu
    • Alibaba-NTU Industrial Post-Graduate Program (IPP)
  • 2016-2017
    Master in Computing (Computer Science Specialization)
    National University of Singapore, Singapore
  • 2011-2015
    Bachelor of Electrical & Electronic Engineering
    Nanyang Technological University, Singapore
    • First Class Honors
    • Dean’s List(2013/2014; 2012/2013; 2011/2012)

Experience

  • 2018 - 2020
    Research Engineer
    Hanalytics Pte Ltd
    • Researched and developed AI applications for brain diagnosis using medical images
    • Participated and led a brain hematoma expansion prediction project, including designing pipelines for data collection and annotation
    • Designed and built deep learning models for hematoma segmentation and expansion prediction; Achieved 90% dice score for segmentation and 75 % accuracy of hematoma expansion prediction
  • 2015-2017
    Product Engineer
    Micron Semiconductor Asia Pte Ltd
    • Performed electrical failure analysis on different yield issues
    • Identified design marginalities and recommend design fix for circuit-related problems

Honors and Awards

  • 2015
    • NTU Undergraduate Motorola Book Prize
  • 2013
    • NTU President Research Scholar for Undergraduate Research Experience on CAmpus (URECA)
  • 2010
    • Singapore MOE Senior Middle School (SM3) Scholarship

Academic Service

  • Conference & Journal Reviewer
    • CVPR 2022, 2023; ECCV 2022; ICCV 2023; ACM MM 2023
    • TCSVT, Neurocomputing

Teaching Experience

  • Teaching Assistant
    • CZ2003 Computer Graphics \& Visualisation
    • CZ2004 Human Computer Interaction
    • CZ3004 Multi Disciplinary Project