Zijia Lu
PhD Student
Education
- BS in Computer Science and Economics, NYU Shanghai
Biography
I earned my BS degree in NYU Shanghai, majoring in Computer Science and Economics. I also worked as a visiting student at the Chinese Academy of Science for a year.
I like badminton a lot. :)
About Me
- Hometown: Qingdao, China
- Field of Study: Computer Science
- PhD Advisor: Ehsan Elhamifar
What are your research interests in a bit more detail? Is your current academic/research path what you always had in mind for yourself, or has it evolved somewhat? If so, how/why?
My interest lies in Weakly/Un-supervised machine learning. I am currently focusing on Zero-Shot Learning and Video Summarization.
What’s one problem you’d like to solve with your research/work?
How to encode existing textual human knowledge into a machine model.
What aspect of what you do is most interesting/fascinating to you? What aspects of your research (findings, angles, problems you’re solving) might surprise others?
I like reading about ideas from different fields and borrow them to my research.
What are your research/career goals, going forward?
Academics
Recent publications
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Error Detection in Egocentric Procedural Task Videos
Citation: Shih-Po Lee, Zijia Lu, Zekun Zhang, Minh Hoai, Ehsan Elhamifar. (2024). Error Detection in Egocentric Procedural Task Videos CVPR, 18655-18666. https://doi.org/10.1109/CVPR52733.2024.01765 -
FACT: Frame-Action Cross-Attention Temporal Modeling for Efficient Action Segmentation
Citation: Zijia Lu, Ehsan Elhamifar. (2024). FACT: Frame-Action Cross-Attention Temporal Modeling for Efficient Action Segmentation CVPR, 18175-18185. https://doi.org/10.1109/CVPR52733.2024.01721