Zhijian Song - RankMe

98 papers A* 9Journal 74Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	DH-Mamba: Exploring Dual-Domain Hierarchical State Space Models for MRI Reconstruction. IEEE Trans. Circuits Syst. Video Technol. Yucong Meng, Zhiwei Yang, Kexue Fu, Zhijian Song, Yonghong Shi
2026	J	`jnl`	Deep Mutual Learning Among Partially Labeled Datasets for Multi-Organ Segmentation. IEEE Trans. Medical Imaging Xiaoyu Liu, Linhao Qu, Ziyue Xie, Yonghong Shi, Zhijian Song
2026	J	`jnl`	HUR-MACL: High-Uncertainty Region-Guided Multi-Architecture Collaborative Learning for Head and Neck Multi-Organ Segmentation. CoRR Xiaoyu Liu, Siwen Wei, Linhao Qu, Mingyuan Pan, Chengsheng Zhang, Yonghong Shi, Zhijian Song
2026	A*	`conf`	Image Content Matters: An Image Content Aware State Space Model for Accelerated MRI Reconstruction. AAAI Yucong Meng, Zhiwei Yang, Kexue Fu, Zhijian Song, Yonghong Shi
2026	J	`jnl`	ME-Mamba: Multi-Expert Mamba with efficient knowledge capture and fusion for multimodal survival analysis. Comput. Medical Imaging Graph. Chengsheng Zhang, Linhao Qu, Xiaoyu Liu, Zhijian Song
2026	J	`jnl`	Semi-supervised medical image segmentation via anatomy-preserving consistency training. Image Vis. Comput. Shiman Li, Siqi Yin, Haoran Wang, Chenxi Zhang, Zhijian Song
2025	J	`jnl`	Beyond the Distribution: Perturbation Toward Domain Distribution Boundary for Strengthening Generalizable Semi-Supervised Segmentation. IEEE Signal Process. Lett. Shiman Li, Jiayue Zhao, Yi Hao, Chenxi Zhang, Zhijian Song
2025	A*	`conf`	Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification. AAAI Yucong Meng, Zhiwei Yang, Yonghong Shi, Zhijian Song
2025	J	`jnl`	DM-Mamba: Dual-domain Multi-scale Mamba for MRI reconstruction. CoRR Yucong Meng, Zhiwei Yang, Zhijian Song, Yonghong Shi
2025	A*	`conf`	Exploring CLIP's Dense Knowledge for Weakly Supervised Semantic Segmentation. CVPR Zhiwei Yang, Yucong Meng, Kexue Fu, Feilong Tang, Shuo Wang, Zhijian Song
2025	J	`jnl`	Exploring CLIP's Dense Knowledge for Weakly Supervised Semantic Segmentation. CoRR Zhiwei Yang, Yucong Meng, Kexue Fu, Feilong Tang, Shuo Wang, Zhijian Song
2025	—	`conf`	Knowledge-Guided Multi-scale Graph Mamba for Whole Slide Image Classification. MICCAI (12) Minghong Duan, Zhiwei Yang, Yingfan Ma, Manning Wang, Zhijian Song
2025	J	`jnl`	MDAL: Modality-difference-based active learning for multimodal medical image analysis via contrastive learning and pointwise mutual information. Comput. Medical Imaging Graph. Haoran Wang, Qiuye Jin, Xiaofei Du, Liu Wang, Qinhao Guo, Haiming Li, Manning Wang, Zhijian Song
2025	J	`jnl`	ME-Mamba: Multi-Expert Mamba with Efficient Knowledge Capture and Fusion for Multimodal Survival Analysis. CoRR Chengsheng Zhang, Linhao Qu, Xiaoyu Liu, Zhijian Song
2025	A*	`conf`	MoRe: Class Patch Attention Needs Regularization for Weakly Supervised Semantic Segmentation. AAAI Zhiwei Yang, Yucong Meng, Kexue Fu, Shuo Wang, Zhijian Song
2025	J	`jnl`	Tackling Ambiguity From Perspectives of Uncertainty Inference and Affinity Diversification for Weakly Supervised Semantic Segmentation. IEEE Trans. Multim. Zhiwei Yang, Yucong Meng, Kexue Fu, Shuo Wang, Zhijian Song
2025	—	`conf`	Vector-Quantization-Driven Active Learning for Efficient Multi-modal Medical Segmentation with Cross-Modal Assistance. MICCAI (7) Xiaofei Du, Haoran Wang, Manning Wang, Zhijian Song
2025	J	`jnl`	Weakly Semi-supervised Whole Slide Image Classification by Two-level Cross Consistency Supervision. CoRR Linhao Qu, Shiman Li, Xiaoyuan Luo, Shaolei Liu, Qinhao Guo, Manning Wang, Zhijian Song
2024	J	`jnl`	A comprehensive survey on deep active learning in medical image analysis. Medical Image Anal. Haoran Wang, Qiuye Jin, Shiman Li, Siyu Liu, Manning Wang, Zhijian Song
2024	J	`jnl`	Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification. CoRR Yucong Meng, Zhiwei Yang, Yonghong Shi, Zhijian Song
2024	J	`jnl`	Continuous K-space Recovery Network with Image Guidance for Fast MRI Reconstruction. CoRR Yucong Meng, Zhiwei Yang, Minghong Duan, Yonghong Shi, Zhijian Song
2024	J	`jnl`	Deep Mutual Learning among Partially Labeled Datasets for Multi-Organ Segmentation. CoRR Xiaoyu Liu, Linhao Qu, Ziyue Xie, Yonghong Shi, Zhijian Song
2024	J	`jnl`	MoRe: Class Patch Attention Needs Regularization for Weakly Supervised Semantic Segmentation. CoRR Zhiwei Yang, Yucong Meng, Kexue Fu, Shuo Wang, Zhijian Song
2024	J	`jnl`	Negative Instance Guided Self-Distillation Framework for Whole Slide Image Analysis. IEEE J. Biomed. Health Informatics Xiaoyuan Luo, Linhao Qu, Qinhao Guo, Zhijian Song, Manning Wang
2024	J	`jnl`	Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Good Instance Classifier Is All You Need. IEEE Trans. Circuits Syst. Video Technol. Linhao Qu, Yingfan Ma, Xiaoyuan Luo, Qinhao Guo, Manning Wang, Zhijian Song
2024	J	`jnl`	Rethinking deep active learning for medical image segmentation: A diffusion and angle-based framework. Biomed. Signal Process. Control. Linhao Qu, Qiuye Jin, Kexue Fu, Manning Wang, Zhijian Song
2024	J	`jnl`	SP CoRR Shiman Li, Jiayue Zhao, Shaolei Liu, Xiaokun Dai, Chenxi Zhang, Zhijian Song
2024	A*	`conf`	Separate and Conquer: Decoupling Co-occurrence via Decomposition and Representation for Weakly Supervised Semantic Segmentation. CVPR Zhiwei Yang, Kexue Fu, Minghong Duan, Linhao Qu, Shuo Wang, Zhijian Song
2024	J	`jnl`	Separate and Conquer: Decoupling Co-occurrence via Decomposition and Representation for Weakly Supervised Semantic Segmentation. CoRR Zhiwei Yang, Kexue Fu, Minghong Duan, Linhao Qu, Shuo Wang, Zhijian Song
2024	J	`jnl`	Tackling Ambiguity from Perspective of Uncertainty Inference and Affinity Diversification for Weakly Supervised Semantic Segmentation. CoRR Zhiwei Yang, Yucong Meng, Kexue Fu, Shuo Wang, Zhijian Song
2024	J	`jnl`	Towards Arbitrary-Scale Histopathology Image Super-resolution: An Efficient Dual-branch Framework via Implicit Self-texture Enhancement. CoRR Minghong Duan, Linhao Qu, Zhiwei Yang, Manning Wang, Chenxi Zhang, Zhijian Song
2024	J	`jnl`	Trans2Fuse: Empowering image fusion through self-supervised learning and multi-modal transformations via transformer networks. Expert Syst. Appl. Linhao Qu, Shaolei Liu, Manning Wang, Shiman Li, Siqi Yin, Zhijian Song
2024	J	`jnl`	Wavelet-based spectrum transfer with collaborative learning for unsupervised bidirectional cross-modality domain adaptation on medical image segmentation. Neural Comput. Appl. Shaolei Liu, Linhao Qu, Siqi Yin, Manning Wang, Zhijian Song
2023	J	`jnl`	A Structure-Aware Framework of Unsupervised Cross-Modality Domain Adaptation via Frequency and Spatial Knowledge Distillation. IEEE Trans. Medical Imaging Shaolei Liu, Siqi Yin, Linhao Qu, Manning Wang, Zhijian Song
2023	J	`jnl`	A comprehensive survey on deep active learning and its applications in medical image analysis. CoRR Haoran Wang, Qiuye Jin, Shiman Li, Siyu Liu, Manning Wang, Zhijian Song
2023	J	`jnl`	A learnable self-supervised task for unsupervised domain adaptation on point cloud classification and segmentation. Frontiers Comput. Sci. Shaolei Liu, Xiaoyuan Luo, Kexue Fu, Manning Wang, Zhijian Song
2023	J	`jnl`	AIM-MEF: Multi-exposure image fusion based on adaptive information mining in both spatial and frequency domains. Expert Syst. Appl. Linhao Qu, Siqi Yin, Shaolei Liu, Xiaoyu Liu, Manning Wang, Zhijian Song
2023	A*	`conf`	Boosting Whole Slide Image Classification from the Perspectives of Distribution, Correlation and Magnification. ICCV Linhao Qu, Zhiwei Yang, Minghong Duan, Yingfan Ma, Shuo Wang, Manning Wang, Zhijian Song
2023	J	`jnl`	Density-based one-shot active learning for image segmentation. Eng. Appl. Artif. Intell. Qiuye Jin, Shiman Li, Xiaofei Du, Mingzhi Yuan, Manning Wang, Zhijian Song
2023	J	`jnl`	Knowledge Extraction and Distillation from Large-Scale Image-Text Colonoscopy Records Leveraging Large Language and Vision Models. CoRR Shuo Wang, Yan Zhu, Xiaoyuan Luo, Zhiwei Yang, Yizhe Zhang, Peiyao Fu, Manning Wang, Zhijian Song, Quanlin Li, Pinghong Zhou, Yike Guo
2023	J	`jnl`	Multi-organ segmentation: a progressive exploration of learning paradigms under scarce annotation. CoRR Shiman Li, Haoran Wang, Yucong Meng, Chenxi Zhang, Zhijian Song
2023	—	`conf`	OpenAL: An Efficient Deep Active Learning Framework for Open-Set Pathology Image Classification. MICCAI (2) Linhao Qu, Yingfan Ma, Zhiwei Yang, Manning Wang, Zhijian Song
2023	J	`jnl`	OpenAL: An Efficient Deep Active Learning Framework for Open-Set Pathology Image Classification. CoRR Linhao Qu, Yingfan Ma, Zhiwei Yang, Manning Wang, Zhijian Song
2023	J	`jnl`	Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Good Instance Classifier is All You Need. CoRR Linhao Qu, Yingfan Ma, Xiaoyuan Luo, Manning Wang, Zhijian Song
2023	J	`jnl`	Rethinking multi-exposure image fusion with extreme and diverse exposure levels: A robust framework based on Fourier transform and contrastive learning. Inf. Fusion Linhao Qu, Shaolei Liu, Manning Wang, Zhijian Song
2023	A*	`conf`	The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image Classification. NeurIPS Linhao Qu, Xiaoyuan Luo, Kexue Fu, Manning Wang, Zhijian Song
2023	J	`jnl`	The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image Classification. CoRR Linhao Qu, Xiaoyuan Luo, Kexue Fu, Manning Wang, Zhijian Song
2023	J	`jnl`	Towards Arbitrary-scale Histopathology Image Super-resolution: An Efficient Dual-branch Framework based on Implicit Self-texture Enhancement. CoRR Linhao Qu, Minghong Duan, Zhiwei Yang, Manning Wang, Zhijian Song
2023	J	`jnl`	Towards more precise automatic analysis: a comprehensive survey of deep learning-based multi-organ segmentation. CoRR Xiaoyu Liu, Linhao Qu, Ziyue Xie, Jiayue Zhao, Yonghong Shi, Zhijian Song
2022	A*	`conf`	Bi-directional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification. NeurIPS Linhao Qu, Xiaoyuan Luo, Manning Wang, Zhijian Song
2022	J	`jnl`	Bi-directional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification. CoRR Linhao Qu, Xiaoyuan Luo, Manning Wang, Zhijian Song
2022	J	`jnl`	Cold-start active learning for image classification. Inf. Sci. Qiuye Jin, Mingzhi Yuan, Shiman Li, Haoran Wang, Manning Wang, Zhijian Song
2022	—	`conf`	DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Classification. MICCAI (2) Linhao Qu, Xiaoyuan Luo, Shaolei Liu, Manning Wang, Zhijian Song
2022	J	`jnl`	DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Classification. CoRR Linhao Qu, Xiaoyuan Luo, Shaolei Liu, Manning Wang, Zhijian Song
2022	J	`jnl`	Deep active learning models for imbalanced image classification. Knowl. Based Syst. Qiuye Jin, Mingzhi Yuan, Haoran Wang, Manning Wang, Zhijian Song
2022	J	`jnl`	EndoBoost: a plug-and-play module for false positive suppression during computer-aided polyp detection in real-world colonoscopy (with dataset). CoRR Haoran Wang, Yan Zhu, Wenzheng Qin, Yizhe Zhang, Pinghong Zhou, Quanlin Li, Shuo Wang, Zhijian Song
2022	J	`jnl`	Globally Optimal Linear Model Fitting with Unit-Norm Constraint. Int. J. Comput. Vis. Yinlong Liu, Yiru Wang, Manning Wang, Guang Chen, Alois C. Knoll, Zhijian Song
2022	J	`jnl`	Group-in-Group Relation-Based Transformer for 3D Point Cloud Learning. Remote. Sens. Shaolei Liu, Kexue Fu, Manning Wang, Zhijian Song
2022	—	`conf`	MTSegNet: Semi-supervised Abdominal Organ Segmentation in CT. FLARE@MICCAI Shiman Li, Siqi Yin, Chenxi Zhang, Manning Wang, Zhijian Song
2022	J	`jnl`	One-shot active learning for image segmentation via contrastive learning and diversity-based sampling. Knowl. Based Syst. Qiuye Jin, Mingzhi Yuan, Qin Qiao, Zhijian Song
2022	J	`jnl`	Towards Label-efficient Automatic Diagnosis and Analysis: A Comprehensive Survey of Advanced Deep Learning-based Weakly-supervised, Semi-supervised and Self-supervised Techniques in Histopathological Image Analysis. CoRR Linhao Qu, Siyu Liu, Xiaoyu Liu, Manning Wang, Zhijian Song
2022	J	`jnl`	TransFuse: A Unified Transformer-based Image Fusion Framework using Self-supervised Learning. CoRR Linhao Qu, Shaolei Liu, Manning Wang, Shiman Li, Siqi Yin, Qin Qiao, Zhijian Song
2022	A*	`conf`	TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework Using Self-Supervised Multi-Task Learning. AAAI Linhao Qu, Shaolei Liu, Manning Wang, Zhijian Song
2022	J	`jnl`	Vertebrae Labeling via End-to-End Integral Regression Localization and Multi-Label Classification Network. IEEE Trans. Neural Networks Learn. Syst. Chunli Qin, Ji Zhou, Demin Yao, Han Zhuang, Hui Wang, Shiyao Chen, Yonghong Shi, Zhijian Song
2022	J	`jnl`	Wavelet-based self-supervised learning for multi-scene image fusion. Neural Comput. Appl. Shaolei Liu, Linhao Qu, Qin Qiao, Manning Wang, Zhijian Song
2021	—	`conf`	A Hybrid Attention Ensemble Framework for Zonal Prostate Segmentation. MICCAI (1) Mingyan Qiu, Chenxi Zhang, Zhijian Song
2021	J	`jnl`	A Learnable Self-supervised Task for Unsupervised Domain Adaptation on Point Clouds. CoRR Xiaoyuan Luo, Shaolei Liu, Kexue Fu, Manning Wang, Zhijian Song
2021	J	`jnl`	Practical globally optimal consensus maximization by Branch-and-bound based on interval arithmetic. Pattern Recognit. Yiru Wang, Yinlong Liu, Xuechen Li, Chen Wang, Manning Wang, Zhijian Song
2021	—	`conf`	Quality-Aware Model Ensemble for Brain Tumor Segmentation. BrainLes@MICCAI (2) Kang Wang, Haoran Wang, Zeyang Li, Mingyuan Pan, Manning Wang, Shuo Wang, Zhijian Song
2021	J	`jnl`	TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework using Self-Supervised Multi-Task Learning. CoRR Linhao Qu, Shaolei Liu, Manning Wang, Zhijian Song
2021	—	`conf`	WaveFuse: A Unified Unsupervised Framework for Image Fusion with Discrete Wavelet Transform. ICONIP (4) Shaolei Liu, Manning Wang, Zhijian Song
2020	J	`jnl`	GORFLM: Globally Optimal Robust Fitting for Linear Model. Signal Process. Image Commun. Yiru Wang, Yinlong Liu, Xuechen Li, Chen Wang, Manning Wang, Zhijian Song
2020	J	`jnl`	Residual Block-based Multi-Label Classification and Localization Network with Integral Regression for Vertebrae Labeling. CoRR Chunli Qin, Demin Yao, Han Zhuang, Hui Wang, Yonghong Shi, Zhijian Song
2020	J	`jnl`	Segmentation of Gliomas Based on a Double-Pathway Residual Convolution Neural Network Using Multi-Modality Information. J. Medical Imaging Health Informatics Mingyuan Pan, Yonghong Shi, Zhijian Song
2020	J	`jnl`	WaveFuse: A Unified Deep Framework for Image Fusion with Wavelet Transform. CoRR Shaolei Liu, Zhijian Song, Manning Wang
2019	J	`jnl`	2D-3D Point Set Registration Based on Global Rotation Search. IEEE Trans. Image Process. Yinlong Liu, Yuan Dong, Zhijian Song, Manning Wang
2019	J	`jnl`	A Novel Method for the Absolute Pose Problem with Pairwise Constraints. CoRR Yinlong Liu, Xuechen Li, Manning Wang, Guang Chen, Zhijian Song, Alois C. Knoll
2019	J	`jnl`	A Novel Method for the Absolute Pose Problem with Pairwise Constraints. Remote. Sens. Yinlong Liu, Xuechen Li, Manning Wang, Alois C. Knoll, Guang Chen, Zhijian Song
2019	J	`jnl`	An Augmentation Strategy for Medical Image Processing Based on Statistical Shape Model and 3D Thin Plate Spline for Deep Learning. IEEE Access Zhixian Tang, Kun Chen, Mingyuan Pan, Manning Wang, Zhijian Song
2019	J	`jnl`	GO-APSR: A Globally Optimal Affine Point Set Registration Method. IEEE Access Xuechen Li, Yinlong Liu, Manning Wang, Zhijian Song
2019	J	`jnl`	Image synthesis-based multi-modal image registration framework by using deep fully convolutional networks. Medical Biol. Eng. Comput. Xueli Liu, Dongsheng Jiang, Manning Wang, Zhijian Song
2019	J	`jnl`	Multi-Modal Image Registration Based on Multi-Feature Mutual Information. J. Medical Imaging Health Informatics Xueli Liu, Manning Wang, Zhijian Song
2019	J	`jnl`	Organ at Risk Segmentation in Head and Neck CT Images Using a Two-Stage Segmentation Framework Based on 3D U-Net. IEEE Access Yueyue Wang, Liang Zhao, Manning Wang, Zhijian Song
2019	J	`jnl`	Regional-surface-based registration for image-guided neurosurgery: effects of scan modes on registration accuracy. Int. J. Comput. Assist. Radiol. Surg. Yuan Dong, Chenxi Zhang, Dafeng Ji, Manning Wang, Zhijian Song
2018	—	`conf`	Efficient Global Point Cloud Registration by Matching Rotation Invariant Features Through Translation Search. ECCV (12) Yinlong Liu, Chen Wang, Zhijian Song, Manning Wang
2018	J	`jnl`	Fast and Globally Optimal Rigid Registration of 3D Point Sets by Transformation Decomposition. CoRR Xuechen Li, Yinlong Liu, Yiru Wang, Chen Wang, Manning Wang, Zhijian Song
2018	J	`jnl`	Organ at Risk Segmentation in Head and Neck CT Images by Using a Two-Stage Segmentation Framework Based on 3D U-Net. CoRR Yueyue Wang, Liang Zhao, Zhijian Song, Manning Wang
2017	—	`conf`	4 Collinear Points: Robust Point Set Registration Using Cross Ratio Invariance. CCCV (3) Yiru Wang, Yinlong Liu, Zhijian Song, Manning Wang
2017	J	`jnl`	Multimodal image registration based on binary gradient angle descriptor. Int. J. Comput. Assist. Radiol. Surg. Dongsheng Jiang, Yonghong Shi, Demin Yao, Yifeng Fan, Manning Wang, Zhijian Song
2016	J	`jnl`	miLBP: a robust and fast modality-independent 3D LBP for multimodal deformable registration. Int. J. Comput. Assist. Radiol. Surg. Dongsheng Jiang, Yonghong Shi, Demin Yao, Manning Wang, Zhijian Song
2014	J	`jnl`	A framework for correcting brain retraction based on an eXtended Finite Element Method using a laser range scanner. Int. J. Comput. Assist. Radiol. Surg. Ping Li, Weiwei Wang, Zhijian Song, Yong An, Chenxi Zhang
2012	—	`conf`	Dense Deformation Reconstruction via Sparse Coding. MLMI Yonghong Shi, Guorong Wu, Zhijian Song, Dinggang Shen
2011	J	`jnl`	A Brain-Deformation Framework Based on a Linear Elastic Model and Evaluation Using Clinical Data. IEEE Trans. Biomed. Eng. Chenxi Zhang, Manning Wang, Zhijian Song
2011	—	`conf`	Deformable Registration for Geometric Distortion Correction of Diffusion Tensor Imaging. CAIP (1) Xufeng Yao, Zhijian Song
2009	J	`jnl`	Automatic localization of the center of fiducial markers in 3D CT/MRI images for image-guided neurosurgery. Pattern Recognit. Lett. Manning Wang, Zhijian Song
2008	—	`conf`	Automatic Detection of Fiducial Marker Center Based on Shape Index and Curvedness. MIAR Manning Wang, Zhijian Song
2008	—	`conf`	Multi-step 3D/2D Image Registration for Image-guided Spinal Surgery. BMEI (2) Yi Zhang, Manning Wang, Zhijian Song
2002	—	`conf`	Volume Rendering on the Internet. 3DPVT Wen Qi, Zhijian Song, Guoqiang Wu