Jingyuan HuangPhD Student
DLGA Lab |
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Biography
Hi, there! My name is Jingyuan Huang, and I am currently a PhD student specializing in Artificial Intelligence at UGA. At present, I am under the supervision of Prof. Ninghao Liu and Prof. Xiaoming Zhai, focusing on VLM.
Research Interests
My research is dedicated to enhancing the trustworthiness of LLMs and VLMs through Reinforcement Learning. I am currently focusing on process-level reward modeling and GRPO to steer model behavior toward greater reliability and alignment.
Selected Publications
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Jingyuan Huang*, Jen-tse Huang*, Ziyi Liu, Xiaoyuan Liu, Wenxuan Wang, Jieyu Zhao
AI Sees Your Location---But With A Bias Toward The Wealthy World.
EMNLP 2025 MainConference -
Jie Liu, Wenxuan Wang, Yihang Su, Jingyuan Huang, Wenting Chen, Yudi Zhang, Cheng-Yi Li, Kao-Jung Chang, Xiaohan Xin, Linlin Shen, Michael R. Lyu
A Spectrum Evaluation Benchmark for Medical Multi-Modal Large Language Models.
ACL 2025: 63th Annual Meeting of the Association for Computational Linguistics. -
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. -
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.