experience
General Information
Full Name | Yingchen Yu |
Education
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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)
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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
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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
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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
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Conference & Journal Reviewer
- CVPR 2022, 2023; ECCV 2022; ICCV 2023; ACM MM 2023
- TCSVT, Neurocomputing
Teaching Experience
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Teaching Assistant
- CZ2003 Computer Graphics \& Visualisation
- CZ2004 Human Computer Interaction
- CZ3004 Multi Disciplinary Project