Jiacheng Ruan
Scholar

Jiacheng Ruan

Google Scholar ID: QDlaRJkAAAAJ
Shanghai Jiao Tong University
Vision-language modelParameter-efficient fine-tuningMedical imageLight-weight model
Citations & Impact
All-time
Citations
1,507
 
H-index
10
 
i10-index
11
 
Publications
20
 
Co-authors
3
list available
Resume (English only)
Academic Achievements
  • Published papers include: MM-CamObj (AAAI 2025), GIST (ACM Multimedia 2024), LLaMA-MoE (EMNLP 2024), iDAT (ICME 2024), and VM-UNet (arXiv preprint 2024). Served as a reviewer for multiple international conferences and journals such as ICML 2025, AISTATS 2025, IEEE Transactions on Medical Imaging, etc.
Research Experience
  • Pursuing a PhD at the School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, and previously worked under the guidance of Shanghai AI Lab.
Education
  • PhD student at the School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University (2022.09~Now). Bachelor's degree from Xidian University (2018.09~2022.06), where he received 10 national awards and over 15 provincial and ministerial-level awards, led 2 national innovation projects, and obtained 3 software copyrights.
Background
  • Research interests include large multimodal models, efficient network architecture, parameter-efficient fine-tuning, and medical imaging. Long-term collaborators include Suncheng Xiang, Mingye Xie, and Jingsheng Gao at Shanghai Jiao Tong University. Previously, worked under the guidance of Yu Cheng and Xiaoye Qu at Shanghai AI Lab.
Miscellany
  • In his free time, he enjoys swimming, unarmed fitness, music, and guitar.