ShichengChen.github.io

Shicheng Chen

EXPERIENCES

• National University of Singapore
  • Research Assistant
  • School of Computing
  • Oct 2018 - Present
• Nanyang Technological University
  • Project Officer
  • School of Computer Science and Engineering
  • Oct 2017 - Sep 2018
• Teaching assistant
  • Neural Networks and Deep Learning (CS5242)
  • National University of Singapore
  • Jan 2021 - May 2021

EDUCATION

• Tianjin University
  • Bachelor of Engineering
  • Software Engineering
  • Sep 2013 - July 2017
• National University of Singapore
  • Master of Science
  • Computer Science
  • Dec 2019 - Present

SKILLS

• Familiar with C/C++, Python
• Proficiency in data structures and algorithms
• Have great passion for Competitive Programming
• Machine learning

PUBLICATIONS

• Direct, Near Real Time Animation of a 3D Tongue Model Using Non-Invasive Ultrasound Images (Oral, ICASSP 18)
  • Shicheng Chen, Yifeng Zheng, Chengrui Wu, Guorui Sheng, Pierre Roussel, Bruce Denby
• Predicting Tongue Motion in Unlabeled Ultrasound Video Using 3D Convolutional Neural Networks (Poster,ICASSP 18)
  • Chengrui Wu, Shicheng Chen, Guorui Sheng, Pierre Roussel, Bruce Denby
• Bus Travel Speed Prediction using Attention Network of Heterogeneous Correlation Features (SDM 19)
  • Yidan Sun, Guiyuan Jiang, Siew-Kei Lam, Shicheng Chen, Peilan He
• A Sequential Spatial Temporal Resnet for Task Prediction in Spatial Crowdsourcing (DASFAA 19)
  • Dongjun Zhai, An Liu, Shicheng Chen, Zhixu Li, and Xiangliang Zhang
• SemiHand: Semi-supervised Hand Pose Estimation with Consistency (Poster ICCV 21)
  • Linlin Yang, Shicheng Chen, Angela Yao

ACCOMPLISHMENTS

• Codeforces
  • Candidate master (user rate: top 4%)
  • Codeforces Round #664 (Div. 2): ranking 38 out of 13064 (top 0.2%)
  • Codeforces Round #653 (Div. 3): ranking 11 out of 11033
• Google Kick Start
  • Round A 2021: ranking 470 out of 19850 (top 2.3%)
  • Round C 2021: ranking 342 out of 12200 (top 2.8%)
  • Round E 2021: ranking 147 out of 6950 (top 2.1%)
• ACM International Collegiate Programming Contest
  • Asia Regional Contest
  • Bronze Medal
• The Beauty of Programming
  • ranking 250 out of 7764 (top 3.2%)
  • Hosted by Microsoft: 2015

PROJECTS

• Apache SINGA, an open-source deep-learning library
  • Make SINGA support ONNX, an open format to represent deep learning models backed by Facebook, AWS, and Microsoft (merged pull request)
• GPU memory management
  • Achieve SINGA 20-30% GPU memory usage save with only 2-5% extra computation time for popular networks such as ResNet, UNet, and VGG
• Audio Source Separation
  • Obtain accompaniment and vocals from mixed music.
• Multiview Hand Dataset
  • Annotate the hand pose for the hand dataset by semi-supervised learning.
  • Provide hand 3D models, depth images, color images, and camera parameters.