Resume
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General Information
Full Name | Xinyang Liu |
Contact | xinyangATK [at] gmail [dot] com |
Languages | Chinese(native), English |
Research Interests
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Generative Modeling
- Data generation (Image, Graph and Text)
- Theoretical analysis on sampling
- Applications on downstream tasks with Generative Modles (especially diffusion models)
- Topic modeling
-
Others
- Multi/Cross-Modal representation learning
- Graph representation learning
- Few/Zero-shot learning and domain generalization.
- Any interesting/useful machine learning theory that can apply to solving practical problems.
- ...
Education
- 2021 - 2024
M.S. in Information and Telecommunication Engineering
Xidian University, Xi'an, China
- Advised by Prof. Bo Chen
- 2017 - 2021
B.S. in Electronic Information Engineering
Xidian University, Xi'an, China
Experience
- 2024 -
Research Intern
Visual Computing Research Center (VCC), Shenzhen University
- Hosted by Dongsheng Wang, Assistant Professor affiliated with VCC.
Open Source Projects
- 2022 - 2024
PyDPM
- A python library focuses on constructing Deep Probabilistic Models (DPMs).
Honors and Awards
- 2019
- Bronze Medal, The 2019 ICPC Asia-East Continent Final, Xi'an
- Bronze Medal, The 2019 ICPC Asia Regional Contest, Yinchuan Site
- Silver Medal, The 2019 ICPC China Shaanxi Provincial Programming Contest
- 1st Prize (9/325), The 17th Programming Contest of Xidian University
- 2018
- Scientific and Technological Progress Scholarship, Xidian University
Professional Services
- Conference Reviewer: NeurIPS (2024), ICML (2024), CVPR (2024).
Hobbies
- Go(weiqi), Basketball, Hiking and Thinking.