Short Bio
I am currently a first-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.
📝 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
- Oral Presentation
- 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
- Spotlight
- Be Confident: Uncovering Overfitting in MLLM Multi-Task Tuning
- Wenke Huang†, Jian Liang†, Guancheng Wan, Didi Zhu, He Li, Jiawei Shao, Mang Ye, Bo Du, Dacheng Tao
- International Conference on Machine Learning (ICML), 2025
⌛️ Preprint
- ThanoRA: Task Heterogeneity-Aware Multi-Task Low-Rank Adaptation
- Jian Liang†, Wenke Huang†, Xianda Guo†, Guancheng Wan, Bo Du, Mang Ye*
- arXiv
- Keeping Yourself is Important in Downstream Tuning Multimodal Large Language Model
- Wenke Huang†, Jian Liang†, Xianda Guo†, Yiyang Fang†, Guancheng Wan†, Xuankun Rong, Chi Wen, Zekun Shi, Qingyun Li, Didi Zhu, Yanbiao Ma, Ke Liang, Bin Yang, He Li, Jiawei Shao, Mang Ye*, Bo Du*
- arXiv
🎖 Honors and Awards
- Outstanding Graduate of School of Mathematics and Statistics, Wuhan University Wuhan University
- First Class Scholarship of Wuhan University (Award Rate: 5% school-wide) Wuhan University
- Xunteng Huang Memorial Scholarship (Award Rate: 2% department-wide) Wuhan University
- Huawei Intelligent Base Scholarship Huawei
📖 Educations
- 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.