Shixuan Liu

Joined

May 2024

Names

Shixuan Liu (Preferred)

Emails

****@umich.edu (Confirmed)

,

****@illinois.edu (Confirmed)

Personal Links

Career & Education History

Undergrad student

Computer Science and Engineering, University of Michigan - Ann Arbor (umich.edu)

2023 – 2025

Advisors, Relations & Conflicts

PhD Advisor

2025 – Present

Coauthor

2024 – Present

Coauthor

2024 – Present

Expertise

Data Attribution

2024 – 2025

Multimodal Learning

2023 – 2025

Publications

Non-Local Data Attribution for On-policy Reinforcement Learning
Shixuan Liu, Yuzheng Hu, Han Zhao, Jiaqi W. Ma
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
An Empirical Study on Unifying JEPA and Language Supervision for Visual Representation Learning
Shixuan Liu, Daniel A Li, Yiwei Lyu, Akhil Kondepudi, Honglak Lee, Todd C Hollon
- UniReps2025
- Readers: Everyone
An empirical study of CLIP fine-tuning with similarity clusters
Shixuan Liu, Yiwei Lyu, Honglak Lee, Todd C Hollon
- FITML 2024 Poster
- Readers: Everyone
Leveraging LLM-Generated Structural Prior for Causal Inference with Concurrent Causes
Xingjian Zhang, Shixuan Liu, Yixin Wang, Qiaozhu Mei
- CaLM @NeurIPS 2024 Poster
- Readers: Everyone
$\texttt{dattri}$: 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
- NeurIPS 2024 Track Datasets and Benchmarks Spotlight
- Readers: Everyone

Co-Authors