Short Bio

I am currently a 2nd-year Ph.D. student in the School of Computer Science at Wuhan University, advised by Prof. Mang Ye. Previously, I received my bachelor degree from the School of Mathematics and Statistics at Wuhan University in 2024. If you are interested in collaborating with me or want to have a chat, always feel free to contact me through e-mail or Wechat.

My research mainly focuses on Multimodal Large Language Models and Parameter-Efficient Fine-Tuning.

📝 Selected Publications

†: equal contribution, * : corresponding author

: LoRASculpt: Sculpting LoRA for Harmonizing General and Specialized Knowledge in Multimodal Large Language Models; Jian Liang, Wenke Huang, Guancheng Wan, Qu yang, Mang Ye*; Conference on Computer Vision and Pattern Recognition (CVPR), 2025; [Project Page]; Oral Presentation (96/13008, 0.7%)

: Catch Your Emotion: Sharpening Emotion Perception in Multimodal Large Language Models; Yiyang Fang, Jian Liang^†, Wenke Huang, He Li, Kehua Su*, Mang Ye*; International Conference on Machine Learning (ICML), 2025; [Project Page]; Spotlight (313/12107, 2.6%)

Elite Ph.D. Talent Program in Mathematics and Artificial Intelligence of Wuhan University
(武汉大学数智学科博士生拔尖人才培养计划, Award Rate: 7 Members School-wide)
National Scholarship, Wuhan University
Outstanding Graduate of School of Mathematics and Statistics, Wuhan University
First Class Scholarship of Wuhan University (Award Rate: 5% School-wide)
Xunteng Huang Memorial Scholarship Link (Award Rate: 2% Department-wide)
Huawei Intelligent Base Scholarship Link

2024.09 - now, PhD Student, School of Computer Science, Wuhan University, China.
2020.09 - 2024.06, Bachelor, School of Mathematics and Statistics, Wuhan University, China.