Jingyuan Huang   Undergraduate Student ARISE Lab Department of Computer Science and Engineering The Chinese University of Hong Kong Hong Kong SAR, China. E-mail: 1155173905[AT]link.cuhk.edu.hk [Curriculum Vitae][Google Scholar]

Biography

Hi, there! My name is Jingyuan Huang, and I am currently a senior student specializing in Artificial Intelligence at The Chinese University of Hong Kong (CUHK). I am actively seeking opportunities for PhD programs. At present, I am collaborating with Professor Michael R. Lyu at CUHK and Professor Jieyu Zhao at the University of Southern California (USC).

Research Interests

My research interests primarily focus on the biases and robustness of large language models and vision-language models.

Selected Publications

Ongoing

• Jingyuan Huang*, Jen-tse Huang*, Ziyi Liu, Xiaoyuan Liu, Wenxuan Wang, Jieyu Zhao
  

  LLMs as GeoGuessr Masters: Exceptional Performance, Hidden Biases, and Privacy Risks.

  Ongoing

Preprint

• Wenxuan Wang, Yihang Su, Jingyuan Huang, Jie Liu, Wenting Chen, Yudi Zhang, Cheng-Yi Li, Kao-Jung Chang, Xiaohan Xin, Linlin Shen, and Michael R. Lyu.
  Asclepius: A Spectrum Evaluation Benchmark for Medical Multi-Modal Large Language Models.
  Preprint

2024

• Wenxuan Wang, Wenxiang Jiao, Jingyuan Huang, Ruyi Dai, Jen-tse Huang, Zhaopeng Tu and Michael R. Lyu.
  Not All Countries Celebrate Thanksgiving: On the Cultural Dominance in Large Language Models.
  ACL 2024: 62th Annual Meeting of the Association for Computational Linguistics.

2023

• Wenxuan Wang, Jingyuan Huang, Jen-tse Huang, Chang Chen, Pinjia He, Jiazhen Gu and Michael R. Lyu.
  A Picture is Worth a Thousand Toxic Words: A Metamorphic Testing Framework for Content Moderation Software.
  ASE 2023: The 38th IEEE/ACM International Conference on Automated Software Engineering.
• Wenxuan Wang, Jingyuan Huang, Chang Chen, Jiazhen Gu, Jianping Zhang, Weibin Wu, Pinjia He and Michael R. Lyu.
  Validating Multimedia Content Moderation Software via Semantic Fusion.
  ISSTA 2023: The 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis.