📝 Selected Publications
MM-CamObj: A Comprehensive Multimodal Dataset for Camouflaged Object Scenarios
Jiacheng Ruan, Wenzhen Yuan, Zehao Lin, Ning Liao, Zhiyu Li, Feiyu Xiong, Ting Liu and Yuzhuo Fu
AAAI 2025. (CCF-A)
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)
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
The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP Main), 2024. (CCF-B)
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)
VM-UNet: Vision Mamba UNet for Medical Image Segmentation
Jiacheng Ruan, Suncheng Xiang
arXiv preprint arXiv:2402.02491, 2024.
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)
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)
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)