| 2026 | AAAI | Image Content Matters: An Image Content Aware State Space Model for Accelerated MRI Reconstruction. | Yucong Meng, Zhiwei Yang, Kexue Fu, Zhijian Song, Yonghong Shi |
| 2025 | AAAI | Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification. | Yucong Meng, Zhiwei Yang, Yonghong Shi, Zhijian Song |
| 2025 | AAAI | MoRe: Class Patch Attention Needs Regularization for Weakly Supervised Semantic Segmentation. | Zhiwei Yang, Yucong Meng, Kexue Fu, Shuo Wang, Zhijian Song |
| 2025 | CVPR | Exploring CLIP's Dense Knowledge for Weakly Supervised Semantic Segmentation. | Zhiwei Yang, Yucong Meng, Kexue Fu, Feilong Tang, Shuo Wang, Zhijian Song |
| 2025 | MICCAI | Knowledge-Guided Multi-scale Graph Mamba for Whole Slide Image Classification. | Minghong Duan, Zhiwei Yang, Yingfan Ma, Manning Wang, Zhijian Song |
| 2025 | MICCAI | Vector-Quantization-Driven Active Learning for Efficient Multi-modal Medical Segmentation with Cross-Modal Assistance. | Xiaofei Du, Haoran Wang, Manning Wang, Zhijian Song |
| 2024 | CVPR | Separate and Conquer: Decoupling Co-occurrence via Decomposition and Representation for Weakly Supervised Semantic Segmentation. | Zhiwei Yang, Kexue Fu, Minghong Duan, Linhao Qu, Shuo Wang, Zhijian Song |
| 2023 | ICCV | Boosting Whole Slide Image Classification from the Perspectives of Distribution, Correlation and Magnification. | Linhao Qu, Zhiwei Yang, Minghong Duan, Yingfan Ma, Shuo Wang, Manning Wang, Zhijian Song |
| 2023 | MICCAI | OpenAL: An Efficient Deep Active Learning Framework for Open-Set Pathology Image Classification. | Linhao Qu, Yingfan Ma, Zhiwei Yang, Manning Wang, Zhijian Song |
| 2022 | AAAI | TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework Using Self-Supervised Multi-Task Learning. | Linhao Qu, Shaolei Liu, Manning Wang, Zhijian Song |
| 2022 | MICCAI | MTSegNet: Semi-supervised Abdominal Organ Segmentation in CT. | Shiman Li, Siqi Yin, Chenxi Zhang, Manning Wang, Zhijian Song |
| 2022 | MICCAI | DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Classification. | Linhao Qu, Xiaoyuan Luo, Shaolei Liu, Manning Wang, Zhijian Song |
| 2021 | ICONIP | WaveFuse: A Unified Unsupervised Framework for Image Fusion with Discrete Wavelet Transform. | Shaolei Liu, Manning Wang, Zhijian Song |
| 2021 | MICCAI | A Hybrid Attention Ensemble Framework for Zonal Prostate Segmentation. | Mingyan Qiu, Chenxi Zhang, Zhijian Song |
| 2018 | ECCV | Efficient Global Point Cloud Registration by Matching Rotation Invariant Features Through Translation Search. | Yinlong Liu, Chen Wang, Zhijian Song, Manning Wang |
| 2012 | MICCAI | Dense Deformation Reconstruction via Sparse Coding. | Yonghong Shi, Guorong Wu, Zhijian Song, Dinggang Shen |
| 2011 | CAIP | Deformable Registration for Geometric Distortion Correction of Diffusion Tensor Imaging. | Xufeng Yao, Zhijian Song |