Hello, Welcome! 👋

I am currently a senior undergraduate student at the University of Illinois at Urbana-Champaign (UIUC), advised by Prof. Jiaxuan You. I also work closely with Prof. Wei Xu and Prof. Alan Ritter.

My research focuses on the intersection of natural language processing, computational social science, and cultural analytics. I am particularly interested in evaluating how large language models interpret complex social, cultural, and symbolic information, and building more advanced, culturally aware AI systems that better align with human values and social needs.

Previously, I was fortunate to work with Prof. David Jurgens, Prof. Rongqian Ma, and Prof. Ted Underwood, experiences that helped shape my current research interests.

I am looking for Ph.D. positions in 26 Fall. You can find my CV here. (last modified: 2025.11)


News 📰

2025-09: Detecting “Parasitic Poems”: Quantifying Poetic Style in Late Imperial Chinese Fiction was accepted to CHR 2025.

2024-12: Presented Locating the Leading Edge of Cultural Change at CHR 2024.


Publications 📝

* indicates equal contribution

Preprint • Under Review
Paper preview
Can Large Language Models Uncover the Structure of Social Opinions?
Chongrui Ye*, Yuxiang Liu*, Haofei Yu*, Jiayu Liu, Jiaxuan You.
Preprint 2025
Preprint • Under Review
Paper preview
Knowledge Debugger: Efficient Diagnosis of Knowledge Inconsistency with Multimodal Graph
Haofei Yu, Chongrui Ye*, Jiayu Liu*, Yexin Wu, Zahaib Akhtar, Mona Pereira, Jiaxuan You.
Preprint 2025
CHR 2025 • Oral
Paper preview
Detecting “Parasitic Poems”: Quantifying Poetic Style in Late Imperial Chinese Fiction
Jiayu Liu, Rongqian Ma, Keli Du.
In Proceedings of the Computational Humanities Research Conference 2025
Preprint • Under Review
Paper preview
Real or Robotic? Assessing Whether LLMs Accurately Simulate Qualities of Human Responses in Dialogue
Jonathan Ivey*, Shivani Kumar*, Jiayu Liu*, Hua Shen*, Sushrita Rakshit*, Rohan Raju*, Haotian Zhang*, Aparna Ananthasubramaniam*, Junghwan Kim*, Bowen Yi*, Dustin Wright*, Abraham Israeli*, Anders Giovanni Møller*, Lechen Zhang*, David Jurgens.
Preprint 2024
Preprint • Under Review
Paper preview
MUNCH: Benchmarking Multimodal Humor Understanding in Visual Language Models through Meme Comprehension
Jiayu Liu, David Jurgens.
Preprint 2024
CHR 2024 • Oral
Paper preview
Locating the Leading Edge of Cultural Change
Sarah Griebel, Becca Cohen, Lucian Li, Jaihyun Park, Jiayu Liu, Jana Perkins, Ted Underwood.
In Proceedings of the Computational Humanities Research Conference 2024