Short Bio

Currently, I'm a master student in Xiamen University (Sept. 2017 - Jun. 2020). I was a research intern in Alibaba DAMO Academy. Before that I received the computer science and economics minor B.S. degree from Xiamen University in 2017.

During the past year, I was a research assistant in Zhejiang University, China (Jul. 2017 – Aug. 2017) and Louisiana State University, USA (Sept. 2017 - Sept. 2018), in which I conducted research in robotics and machine learning for high-level vision fields.

Education

  • Master of Computer Science (Sept, 2017 – Jun. 2020)
    Xiamen University, Xiamen, China

  • Bachelor of Engineering, Computer Science (Sept, 2013 – Jun. 2017)
    Xiamen University, Xiamen, China
    • Minor in Economics.

Research and Professional Experience

  • Research Intern (Dec. 2018 – Jul. 2019)
    Alibaba, DAMO Academy
    • Research on Few-shot Learning, Continual Learning.

  • Research Assistant (Sept. 2017 – Sept. 2018)
    Louisiana State University, USA
    • Visting student as a research assistant

  • Research Assistant (Jul. 2017 – Aug. 2017)
    Zhejiang University, China
    • Conducted research in reconstruction from sparse RGB-D data.

  • Software Engineer (Jan. 2015 – Apr. 2016)
    Xiamen University, China
    • Developed administrative management system.

Publications

Continual Local Replacement for Few-shot Image Recognition
Canyu Le, Zhonggui Chen, Xihan Wei, Biao Wang, Lei Zhang.
Under review in IJCAI2020.
JigsawNet: Shredded Image Reassembly using Convolutional Neural Network and Loop-based Composition
Canyu Le, Xin Li.
IEEE Transactions on Image Processing (TIP).
Sparse3D: A New Global Model for Matching Sparse RGB-D Dataset with Small Inter-frame Overlap
Canyu Le, Xin Li.
Computer-Aided Design 2018 (CAD) .
Proceedings in the 2018 Symposium on Solid and Physical Modeling (SPM) .
Promoting energy and environmental efficiency within a positive feedback loop: Insights from global value chain
Hongxun Liu, Jianglong Li, Houyin Long, Zhi Li, Canyu Le.
Energy Policy 121 (2018): 175-184.

Selected Awards

2019 The Luyan Scholarship.
2017 Excellent Graduation Thesis of Xiamen University.
2014, 2015, 2016 National Encouragement Scholarship.
2016 Honorable Mention in MCM (Mathematical Contest in Modeling).
2015 The First Prize in CUMCM (China Mathematical Contest in Modeling).

Skills

Programing
  • Familiar with C++, Python.
  • Know Java, JavaScript, CUDA, Shader and etc.
English
  • TOEFL: Reading 30, Listening: 29, Speaking: 20, Writing: 24, Total: 103
  • GRE: Verbal 149, Quantitative 167, Writing: 3