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portfolio
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publications
An empirical study of CLIP fine-tuning with similarity clusters
Shixuan Liu, Yiwei Lyu, Honglak Lee, Todd C. Hollon
In FITML @ Neurips, 2024
multimodal representation learning, visual representation learning, CLIP fine-tuning
dattri: A Library for Efficient Data Attribution
Junwei Deng*, Ting Wei Li*, Shiyuan Zhang, Shixuan Liu, Yijun Pan, Hao Huang, Xinhe Wang, Pingbang Hu, Xingjian Zhang, Jiaqi Ma
In Neurips, 2024
data attribution, data-centric AI, benchmark
talks
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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