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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.