I am a senior undergraduate student majored in Computer Science at Tongji University, supervised by Prof. Yin Wang. Besides, I am an intern at the Visual Computing Group of ByteDance AI Lab since Jan. 2020, supervised by Dr. Jie Shao. I also have close research relationship with Bingchen Zhao.
I am determined to equip computers with the same visual capabilities as humans (perceiving & reasoning). To build intelligent machines that can not only perceive the visual world, but also tackle challenging reasoning problems under uncertainty, I pursue the answers via studies of Computer Vision, Machine Learning, and Interdisciplinary Data Science (CV & NLP).
More speciﬁcally, I am interested in designing scalable learning algorithms to form structured representations of the visual world in multiple modalities to analyze massive video datasets with complex structures. In particular, I eager to advance methods in the following research areas:
- Structured Video Understanding
- Multi-Modal/Self-Supervised Representation Learning
- Long-Term Video Semantic Understanding
Besides, I am also open to other relevant interesting topics, such as Image Processing, 3D Vision, and Computer Graphics, etc.
I am seeking a Ph.D. (or MSc by research) position starting from 2021 fall.
[Nov. 2020] Our paper “Temporal Context Aggregation for Video Retrieval with Contrastive Learning” has been accepted by WACV 2021! [Paper]
[Aug. 2020] I will serve as co-mentor for project Video Similariy-Based Event Clustering of the Algorithm Track of 2020 Byte Camp held by ByteDance Inc.
[Aug. 2020] Two papers are made public at arXiv.
[July 2020] One comprehensive tech blog about Transformers was published at Zhihu, welcome reading and discussion. [Link]
[July 2020] Our team ranked 2nd place in the ECCV 2020 Workshop VIPriors Image Classification Challenge. [Link][Paper][Code]
[June 2020] I was awarded Qidi Scholarship (Established by Ms. Qidi Wu, former Deputy Minister of the Ministry of Education of China) of Tongji University (Top 1%).
[May 2020] Our team won 15th place out of 1514 teams in the Machine Reading Comprehension Task of the 2020 Language and Intelligence Challenge. [Code]
[Nov. 2019] Our team won 8th place out of 705 teams in the Video Copy Detection Track of the 2019 CCF Big Data & Computing Intelligence Contest. [Code]
[Nov. 2019] Our team won championship in the International Data Science Hackathon (Chinese region) hosted by Covestro. See you in Germany~🇩🇪[Link][Code]
Education & Internship
AI Lab, ByteDance, Shanghai, ChinaComputer Vision Intern of the Visual Computing Group
Jan. 2020 - Present
College of Electronics and Information Engineering, Tongji University, Shanghai, ChinaBachelor of Engineering in Computer Science
Sept. 2017 - Present
The University of Manchester, Manchester, UKUnited in Manchester International Summer School
July 2019 – Aug. 2019
School of Mathematical Sciences, Tongji University, Shanghai, ChinaMathematical Intensive Training Class (Innovation Experimental Area)
Sept. 2017 - Jan. 2019