Xiaohan Zou 邹笑寒

Xiaohan is a PhD student at the Computer Science and Engineering department of Pennsylvania State University advised by Prof. Huijuan Xu. Her current research interests lie primarily in understanding and improving continuity, generalizability, efficiency and other key properties of machine learning. She is also interested in vision-language and video models.
Previously, she received her master’s degree in Computer Science at Boston University and bachelor’s degree in Software Engineering at Tongji University. She has also interned in Kuaishou and PKU.
Curriculum Vitae / renovamenzxh@gmail.com
Education
M.S. in Computer Science, Boston University | 2021-2023 |
B.Eng. in Software Engineering, Tongji University Thesis: Food Image Aesthetic Assessment and Captioning | 2016-2020 |
(also see Google Scholar)
Publications

TokenFlow: Rethinking Fine-grained Cross-modal Alignment in Vision-Language Retrieval
Xiaohan Zou, Changqiao Wu, Lele Cheng, and Zhongyuan Wang
Preprint, 2022

A Survey on Application of Knowledge Graph
Xiaohan Zou
International Conference on Control Engineering and Artificial Intelligence (CCEAI), 2020
Experience
Machine Learning Engineer Intern, Kuaishou, Beijing, China | 2021–2022 |
Research Assistant, Peking University, Remote (with Prof. Tong Lin) | 2020–2022 |
Software Engineer Intern, China Electronics Technology Group Corporation | 2020–2021 |
Game Engineer Intern, Banana Interactive, Shanghai, China | 2019–2020 |
Research Assistant, Peking University, Beijing, China (with Prof. Tong Lin) | 2018 |
Talks
- Meta / Few-shot Learning, Kuaishou, 08/2021
- Continual Learning: Meta Continual Learning & Task Free Settings, Peking University, 08/2020
Miscellaneous
-
🚀 This personal website is built with Astro, Solid and UnoCSS
-
🧐 Here are two “interesting” versions of my portfolio/cv: portfolio.zxh.io, resume.zxh.io
-
🎃 Renovamen is a Latin word means renewal
-
🖥 Ex-OIer/ACMer
-
🛠 Like to contribute to open-source machine learning and frontend projects in spare time
-
🥎 Used to be a member of the softball team of Tongji University
-
🌭 My dream:
while(sleeping){money++;}
-
🕹️ Currently interested in Minecraft and Monster Hunter: World
-
📜 大概率更新不及时的中文简历