Wendong Xu

Wendong Xu (徐文栋)

I'm a postgraduate student in ICT,CAS who wants to become a computer scientist.

I'm interested in Programming Contest, Computer Vision, Machine Learning and Deep Learning.

I have strong wish to make the world better.

Education

University of Chinese Academy of Sciences

Postgraduate student of Computer Application Technology, Current

Beijing Information Science and Technology University

Bachelor of Computer Science and Technology, June 2018

  • Yuhou Scholarship
  • Outstanding Graduate

Interns

Institute of Computing Technology, Chinese Academy of Sciences

Guest Research Intern, January 2018 – June 2018
Research Center for Ubiquitous Computing Systems, CUbiCS

  • Liver tumor segmentation in CT images

PythonC++Deep Learning

Tsinghua University

Research & Engineer Intern, November 2016 – January 2017
Knowledge Engineering Group

  • News data collection and classification
  • Implementation of specific algorithm

Python

BaishanCloud

Software Development Engineer Intern, July 2016 – August 2016
Big Data Department

  • Distributed applications for collection
  • Data analysis

PythonGolangHDFSSpark

Publications

[ICASSP'19 submitted] Liver Segmentation in CT based on ResUNet with 3D Probabilistic and Geometric Post Process

Wendong Xu, Hong Liu, Xiangdong Wang, Yueliang Qian.

Projects

  • Moe-Girl Avatar Generator
    • A re-Implementation of paper 'Towards the Automatic Anime Characters Creation with Generative Adversarial Networks'
    • Preparing an extremely clean animation avatar training dataset
    • Generate high quality animation avatars

    Deep LearningPyTorchGANSuper Resolution

  • Liver tumor segmentation in CT images
    • Cascaded ResNet
    • Morphologic post-processing
    • Ranked in LiTS2017 Open Leaderboard with liver segmentation dice: 0.96, tumor segmentation dice: 0.63

    Deep LearningImage SegmentationTensorflowResNet

  • A prototype system of automatically analyzing test paper scores and other information
    • KNN Classifier with Hog features for digits recognition
    • Hough transformation for line detection

    C++OpenCVMachine Learning

  • An analysis tool for FAT16/FAT32 file system
    • MBR, VBR reconstructing
    • Find specific file in the file sysetem

    CData Recovery

Honors and Awards

Mathematical Modeling & Programming Contest

  • Honorable Mentioned (2016) – Mathematical Contest In Modeling & Interdisciplinary Contest In Modeling - Worldwide
  • Bronze Medal (2017) – ACM ICPC Xi'An Regional – Xi'An, China
  • Bronze Medal (2017) – ACM ICPC Beijing Regional – Beijing, China
  • First Prize (2015、2016、2017、2018, 4 Times) – "Lanqiao Cup" Provincial Software Design Contest (C/C++) – Beijing, China
  • Champion(1st Place) (2016、2017、2018, 3 Times) – 7,8,9th BISTU Programming Contest – Beijing, China

Scholarship

  • First-class Scholarship for Technological Innovation (2016, 2017) in BISTU
  • Second-class Scholarship for Studying & Technological Innovation (2015) in BISTU