| 2025 | ICASSP | TDMF: Text-Guided Denoising and Interactive Medical Image Fusion. | Aimei Dong, Jingyuan Xu, Long Wang, Guohua Lv, Guixin Zhao, Jinyong Cheng |
| 2025 | ICASSP | SSFSL: Self-Supervised and Few-Shot Learning for Cross-Domain Hyperspectral Image Classification. | Guohua Lv, Xiang Gao, Qiang Chi, Guixin Zhao, Aimei Dong, Wei Li |
| 2025 | PG | KIN-FDNet：Dual-Branch KAN-INN Decomposition Network for Multi-Modality Image Fusion. | Aimei Dong, Hao Meng, Zhen Chen |
| 2025 | SMC | CM-Net: Local And Global Enhanced Network For Skin Lesion Segmentation. | Aimei Dong, Yaoyao Sun |
| 2024 | ICANN | Hop-Gated Graph Attention Network for ASD Diagnosis via PC-Based Graph Regularization Sparse Representation. | Aimei Dong, Xuening Zhang, Guixin Zhao, Ruixin Wang, Jian Liu |
| 2024 | ICANN | Multi-scale Convolutional Attention Fuzzy Broad Network for Few-Shot Hyperspectral Image Classification. | Xiaopei Hu, Guixin Zhao, Lu Yuan, Xiangjun Dong, Aimei Dong |
| 2024 | ICONIP | GLEGNet: Infrared and Visible Image Fusion via Global-Local Feature Extraction and Edge-Gradient Preservation. | Guohua Lv, Wenkuo Song, Zhonghe Wei, Aimei Dong, Jinyong Cheng, Guangxiao Ma |
| 2024 | IJCNN | NextSeg: Automatic COVID-19 Lung Infection Segmentation from CT Images Based on Next-ViT. | Aimei Dong, Ruixin Wang, Xuening Zhang, Jian Liu |
| 2023 | CSCWD | Multi-Source Domain Transfer Learning on Epilepsy Diagnosis. | Aimei Dong, Zhiyun Qi, Yi Zhai, Guohua Lv |
| 2023 | ICANN | Multi-scale Field Distillation for Multi-task Semantic Segmentation. | Aimei Dong, Sidi Liu |
| 2023 | ICIP | Few-Shot Hyperspectral Image Classification Based on Cross-Domain Spectral Semantic Relation Transformer. | Mengxin Cao, Guixin Zhao, Aimei Dong, Guohua Lv, Ying Guo, Xiangjun Dong |
| 2023 | ICIP | Mix-Net: Automatic Segmentation of Covid-19 ct Images Based on Parallel Design. | Aimei Dong, Ruixin Wang, Guohua Lv, Guixin Zhao, Yi Zhai |
| 2023 | ICIP | L2fusion: Low-Light Oriented Infrared and Visible Image Fusion. | Xiang Gao, Guohua Lv, Aimei Dong, Zhonghe Wei, Jinyong Cheng |
| 2023 | ICIP | Few-Shot Hyperspectral Image Classification with Spectral-Spatial Feature Fusion Based on Fuzzy Broad Learning System. | Xiaopei Hu, Guixin Zhao, Aimei Dong, Guohua Lv, Yi Zhai, Ying Guo, Xiangjun Dong |
| 2023 | MMM | Research on Multi-task Semantic Segmentation Based on Attention and Feature Fusion Method. | Aimei Dong, Sidi Liu |
| 2021 | ICTAI | Multi-task learning with Attention : Constructing auxiliary tasks for learning to learn. | Benying Li, Aimei Dong |