🧑 About Me

I am a second-year Ph.D. student at the School of Electronic Information and Electrical Engineering,Shanghai Jiao Tong University (2022.09~Now). Previously, I obtained my bachelor’s degree from Xidian University (2018.09~2022.06). During my four years as an undergraduate, I received 10 national awards and over 15 provincial and ministerial-level awards. I also led 2 national innovation projects and obtained 3 software copyrights.

My research areas include large multimodal models, efficient network architecture, parameter-efficient fine-tuning, and medical imaging. If you are seeking any form of academic cooperation, please feel free to email me at jackchenruan@sjtu.edu.cn.

My long-term collaborators include Suncheng Xiang, Mingye Xie and Jingsheng Gao at Shanghai Jiao Tong University. Previously, I once worked under the guidance of Yu Cheng and Xiaoye Qu at Shanghai AI Lab.

In my free time, I enjoy swimming, unarmed fitness, music and guitar.

🔥 News

  • [08/2024] I will serve as a reviewer for IEEE TNNLS.
  • [08/2024] I will serve as a reviewer for ICASSP 2025.
  • [07/2024] One paper gets accepted by ACM MM 2024.
  • [06/2024] I will serve as a reviewer for NeurIPS 2024.
  • [05/2024] I will serve as a reviewer for ACM MM 2024.
  • [04/2024] I will serve as a reviewer for MICCAI 2024.
  • [03/2024] One paper gets accepted by ICME 2024.
  • [03/2024] I will serve as a TPC member for IJCNN 2024.
  • [03/2024] I will serve as a reviewer for IEEE Journal of Biomedical and Health Informatics.
  • [02/2024] I will serve as a reviewer for ICME 2024.
  • [12/2023] One paper gets accepted by ICASSP 2024.
  • [12/2023] One paper gets accepted by AAAI 2024.
  • [10/2023] I will serve as a reviewer for ICASSP 2024.
  • [07/2023] I will serve as a reviewer for NeuroComputing.
  • [05/2023] One paper gets early accepted by MICCAI 2023.
  • [04/2023] I will serve as a reviewer for MICCAI 2023.
  • [10/2022] One paper gets accepted by BIBM 2022.

📝 Publications

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GIST: Improving Parameter Efficient Fine Tuning via Knowledge Interaction

Jiacheng Ruan, Jingsheng Gao, Mingye Xie, Suncheng Xiang, Zefang Yu, Ting Liu, Yuzhuo Fu and Xiaoye Qu
ACM Multimedia 2024. (CCF-A)

📄 Paper 💻 Project

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LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training

Tong Zhu, Xiaoye Qu, Daize Dong, Jiacheng Ruan, Jingqi Tong, Conghui He, Yu Cheng
arXiv preprint arXiv:2406.16554, 2024.

📄 Paper 💻 Project

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iDAT: inverse Distillation Adapter-Tuning

Jiacheng Ruan, Jingsheng Gao, Mingye Xie, Daize Dong, Suncheng Xiang, Ting Liu, Yuzhuo Fu
2024 IEEE International Conference on Multimedia and Expo (ICME), 2024. (CCF-B)

📄 Paper 💻 Project

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VM-UNet: Vision Mamba UNet for Medical Image Segmentation

Jiacheng Ruan, Suncheng Xiang
arXiv preprint arXiv:2402.02491, 2024.

📄 Paper 💻 Project

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LAMM: Label Alignment for Multi-Modal Prompt Learning

Jingsheng Gao, Jiacheng Ruan, Suncheng Xiang, Zefang Yu, Ke Ji, Mingye Xie, Ting Liu, Yuzhuo Fu
The 38th Annual AAAI Conference on Artificial Intelligence (AAAI), 2024. (CCF-A)

📄 Paper 💻 Project

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EGE-UNet: an Efficient Group Enhanced UNet for skin lesion segmentation

Jiacheng Ruan, Mingye Xie, Jingsheng Gao, Ting Liu, Yuzhuo Fu
The 26th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2023. (CCF-B)

📄 Paper 💻 Project

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MALUNet: A Multi-Attention and Light-weight UNet for Skin Lesion Segmentation

Jiacheng Ruan, Suncheng Xiang, Mingye Xie, Ting Liu, Yuzhuo Fu
2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2022. (CCF-B)

📄 Paper 💻 Project

🎖 Honors and Awards

  • Outstanding Graduate of Shaanxi Province in 2022
  • Special Merit Scholarship for Graduates in 2022
  • Xiaomi Scholarship in 2021
  • National Scholarship in 2021
  • Huiding Science and Technology Scholarship in 2020
  • National Scholarship in 2020
  • First-class scholarship in 2019

📖 Educations

  • 2022.09 - Now, Phd Student, School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong Univeristy, Shanghai.
  • 2018.09 - 2022.06, Undergraduate Student, School of Microelectronics, Xidian University.

🔧 Services

  • Reviewer for the Conference on Neural Information Processing Systems (NeurIPS 2024)
  • Reviewer for ACM International Conference on Multimedia (ACM MM 2024)
  • Reviewer for International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2023, 2024)
  • Reviewer for International Conference on Acoustics, Speech and Signal Processing (ICASSP 2023, 2024, 2025)
  • Reviewer for International Conference on Multimedia and Expo (ICME 2024)
  • TPC member for International Joint Conference on Neural Networks (IJCNN 2024)
  • Journal Reviewer for NeuroComputing
  • Journal Reviewer of IEEE Journal of Biomedical and Health Informatics
  • Journal Reviewer of IEEE Transactions on Neural Networks and Learning Systems

💬 Teaching

  • 2023.09 - 2023.12, Teaching Assistant, Integrated Circuit Design Practice in Microelectronics, Shanghai Jiao Tong University.
  • 2023.03 - 2023.07, Teaching Assistant, Integrated Hardware Practice in Artificial Intelligence, Shanghai Jiao Tong University.

💻 Internships

  • 2024.01 - Now, Institute for Advanced Algorithms Research, Shanghai.

  • 2023.07 - 2024.01, Shanghai AI Lab, Shanghai.