Short Bio

Hi there! My name is Yiyang Fang (方羿阳), I am currently a first-year Master 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 Computer Science and Technology at Shandong 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.

My research mainly focuses on Multimodal Emotion Recognition and Multimodal Large Language Models.

🔥 News

  • 2025.05: 🌟 SEPM was accepted to ICML 2025 (Spotlight).
  • 2025.02: 🚀 EMOE was accepted to CVPR 2025, see you in Nashville.

📝 Publications

†: equal contribution, * : corresponding author


SEPM
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

EMOE
EMOE: Modality-Specific Enhanced Dynamic Emotion Experts
Yiyang Fang, Wenke Huang, Guancheng Wan, Kehua Su*, Mang Ye*
Conference on Computer Vision and Pattern Recognition (CVPR), 2025

⌛️ In Submission & Preprint


MLLM_survey
Keeping Yourself is Important in Downstream Tuning Multimodal Large Language Model
Wenke Huang, Jian Liang, Xianda Guo, Yiyang Fang (co-first), 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*
Under Review

📖 Educations

  • 2024.09 - now, Master Student, School of Computer Science, Wuhan University, China.
  • 2020.09 - 2024.06, Bachelor, School of Computer Science and Technology, Shandong University, China.