Hello, this is
Xiaohan Zou (邹笑寒).
I do machine learning by day and build things for the web by night.
Bio
I am a Ph.D. student in the Computer Science and Engineering department at Pennsylvania State University advised by Prof. George Kesidis and Prof. Lu Lin. My current research focuses on trustworthiness and reliability in multimodal foundation models.
Previously, I received my master’s degree in Computer Science from Boston University and my bachelor’s degree in Software Engineering from Tongji University. I also interned at Kuaishou.
By the way, take a look at some things I’ve built as a web developer, featuring ohmycv.app - a sleek, in-browser, privacy-first Markdown resume builder.
Selected Publications (see the full list or Google Scholar)
Understanding and Rectifying Safety Perception Distortion in VLMs
Xiaohan Zou, Jian Kang, George Kesidis, Lu Lin
Preprint
Learning Conditional Space-Time Prompt Distributions for Video Class-Incremental Learning
Xiaohan Zou, Shu Zhao, Wenchao Ma, Huijuan Xu
Preprint
Reconstruct before Query: Continual Missing Modality Learning with Decomposed Prompt Collaboration
Shu Zhao, Xiaohan Zou, Tan Yu, Huijuan Xu
Preprint
Talks
- Meta / Few-shot Learning, Kuaishou, 08/2021
- Continual Learning: Meta Continual Learning & Task Free Settings, Peking University, 08/2020
Miscellaneous
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🚀 This personal website is built with Astro, Solid and UnoCSS
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🧐 Renovamen is a Latin word means renewal
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🖥 Ex-OIer/ACMer
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🥎 Used to be a member of the softball team of Tongji University
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🌭 My dream:
while(sleeping){money++;} -
🕹️ Currently interested in No Man’s Sky and Minecraft