Education
- B.E. in Information and Communication Engineering, Zhejiang University, 2014
- M.S. in Information and Communication Engineering, Tianjin University, 2017
- Ph.D in Computer Science, Delft University of Technology, 2022 (expected)
Work experience
- March 2017 - July 2017: R&D intern in computational advertising
- SenseTime Group, Beijing, China
- Literature analysis in recommender systems
- Experiments in Matrix Factorization and Factorization Machines
- June 2016 - December 2016: Student Research Intern
- National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing, China
- Duties included: Medical data mining, medical electronic records analysis, similarity-based recommender systems
- Supervisors: Prof. Guan Luo, Prof. Weiming Hu
- March 2016 - September 2016: R&D intern
- Toshiba Medical Systems (China), now Canon Medical Systems (China), Beijing, China
- Object detection and location in medical images
Teaching experience
- Video captioning based on GANs. Fenglu Xu, TU Delft Master thesis. September 2018 - June 2019. Co-supervise with Dr. Julián Urbano.
- RNN based recommender systems. Kaan Yilmaz, Jelle Vos, Tim Rietveld, TU Delft Bachelor course “Bachelor Seminar”. February 2018 - April 2018. Co-supervise with Dr. Julián Urbano.
Skills
- Programming Languages: C, Matlab, Python, LATEX, Verilog HDL.
- Research: Recommender systems, machine learning, deep learning, image processing, computer-aided diagnosis, pattern recognition, data mining, medical informatics, Tensorflow, PyTorch.
- Basic knowledge: Natural language processing, computer vision, social computing, computer networks.
Professional Service
- Student voluteer: RecSys’18, Vancouver, BC, Canada
- Reviewer: IEEE Systems Journal
- Translator and translation reviewer for the Chinese version “Recommender Systems Handbook (2nd Edition)” (Ch. 22).
- Subtitle translator: Coursera
Awards
- Travel grant, RecSys’18, WSDM’21, SIGIR’21
- China Scholarship Council four years scholarship, 2017-2021
- Outstanding graduates, Tianjin University, 2017
- First scholarship for outstanding Students, Tianjin University, 2016
- Outstanding thesis for undergraduates, Zhejiang University, 2014