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 W. Ma
CV
Education
- B.S.E in University of Michigan 2023.8 - 2025.5 (expected)
- B.S.E in Shanghai JiaoTong University 2021.9 - 2025.5 (expected)
Work experience
- Spring 2024: Academic Pages Collaborator
- Github University
- Duties includes: Updates and improvements to template
- Supervisor: The Users
- Fall 2015: Research Assistant
- Github University
- Duties included: Merging pull requests
- Supervisor: Professor Hub
- Summer 2015: Research Assistant
- Github University
- Duties included: Tagging issues
- Supervisor: Professor Git
Skills
- Skill 1
- Skill 2
- Sub-skill 2.1
- Sub-skill 2.2
- Sub-skill 2.3
- Skill 3
Publications
Interpreting Spatial Reasoning Capabilities in Language Models
Yijun Pan* , Sushrita Rakshit* , Daniel Tian* , Hua Shen, Kenan Alkiek, David Jurgens (* Equal Contribution)
Detecting Unsafe Training Data via Data Attribution Methods
Yijun Pan, Taiwei Shi, Jieyu Zhao, Jiaqi W. Ma
Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science
Yutong Xie*, Yijun Pan*, Hua Xu, Qiaozhu Mei (* Equal Contribution)
Talks
Teaching
Service and leadership
- Currently signed in to 43 different slack teams