Joint analysis of cortical folding pattern, thickness and fiber density using structural and DTI data. - Yixuan Yuan; Lei Guo 002; Gang Li 001; Tuo Zhang; Xintao Hu; Tianming Liu 001 (ISBI, 2010)

Assessing graph models for description of brain networks. - Yixuan Yuan; Lei Guo 002; Peili Lv; Xintao Hu; Degang Zhang; Junwei Han 001; Li Xie; Tianming Liu 001 (ISBI, 2011)

Ventricle Shape Analysis for Centenarians, Elderly Subjects, MCI and AD Patients. - Zhaojin Gong; Jianfeng Lu 003; Jia Chen; Yaping Wang; Yixuan Yuan; Tuo Zhang; Lei Guo 002; L. Stephen Miller (MBIA, 2011)

Visual analytics of brain networks. - Kaiming Li; Lei Guo 002; Carlos Faraco; Dajiang Zhu; Hanbo Chen; Yixuan Yuan; Jinglei Lv; Fan Deng 001; Xi Jiang 001; Tuo Zhang; Xintao Hu; Degang Zhang; et al. (NeuroImage, 2012)

Meta-Analysis of Functional Roles of DICCCOLs. - Yixuan Yuan; Xi Jiang 001; Dajiang Zhu; Hanbo Chen; Kaiming Li; Peili Lv; Xiang Yu 003; Xiaojin Li; Shu Zhang 001; Tuo Zhang; Xintao Hu; Junwei Han 001; et al. (Neuroinformatics, 2013)

Inferring Group-Wise Consistent Multimodal Brain Networks via Multi-View Spectral Clustering. - Hanbo Chen; Kaiming Li; Dajiang Zhu; Xi Jiang 001; Yixuan Yuan; Peili Lv; Tuo Zhang; Lei Guo 002; Dinggang Shen; Tianming Liu 001 (IEEE Trans. Medical Imaging, 2013)

Polyp classification based on Bag of Features and saliency in wireless capsule endoscopy. - Yixuan Yuan; Max Q.-H. Meng (ICRA, 2014)

A novel feature for polyp detection in wireless capsule endoscopy images. - Yixuan Yuan; Max Q.-H. Meng (IROS, 2014)

Hierarchical key frame extraction for wireless capsule endoscopy video based on the saliency map. - Yixuan Yuan; Max Q.-H. Meng (Int. J. Mechatronics Autom., 2014)

Weighted locality-constrained linear coding for lesion classification in CT images. - Yixuan Yuan; Assaf Hoogi; Christopher F. Beaulieu; Max Q.-H. Meng; Daniel L. Rubin (EMBC, 2015)

Automatic bleeding frame detection in the wireless capsule endoscopy images. - Yixuan Yuan; Max Q.-H. Meng (ICRA, 2015)

Saliency Based Ulcer Detection for Wireless Capsule Endoscopy Diagnosis. - Yixuan Yuan; Jiaole Wang; Baopu Li; Max Q.-H. Meng (IEEE Trans. Medical Imaging, 2015)

A novel global and local saliency coding method for polyp recognition in WCE videos. - Yixuan Yuan; Max Q.-H. Meng (IROS, 2016)

Improved Bag of Feature for Automatic Polyp Detection in Wireless Capsule Endoscopy Images. - Yixuan Yuan; Baopu Li; Max Q.-H. Meng (IEEE Trans Autom. Sci. Eng., 2016)

Bleeding Frame and Region Detection in the Wireless Capsule Endoscopy Video. - Yixuan Yuan; Baopu Li; Max Q.-H. Meng (IEEE J. Biomed. Health Informatics, 2016)

Liver Lesion Detection Based on Two-Stage Saliency Model with Modified Sparse Autoencoder. - Yixuan Yuan; Max Q.-H. Meng; Wenjian Qin; Lei Xing 001 (MICCAI (3), 2017)

WCE Abnormality Detection Based on Saliency and Adaptive Locality-Constrained Linear Coding. - Yixuan Yuan; Baopu Li; Max Q.-H. Meng (IEEE Trans Autom. Sci. Eng., 2017)

Deep 3D Dose Analysis for Prediction of Outcomes After Liver Stereotactic Body Radiation Therapy. - Bulat Ibragimov; Diego A. S. Toesca; Yixuan Yuan; Albert C. Koong; Daniel T. Chang; Lei Xing 001 (MICCAI (2), 2018)

RIIS-DenseNet: Rotation-Invariant and Image Similarity Constrained Densely Connected Convolutional Network for Polyp Detection. - Yixuan Yuan; Wenjian Qin; Bulat Ibragimov; Bin Han; Lei Xing 001 (MICCAI (2), 2018)

Discriminative Joint-Feature Topic Model With Dual Constraints for WCE Classification. - Yixuan Yuan; Xiwen Yao; Junwei Han 001; Lei Guo 002; Max Q.-H. Meng (IEEE Trans. Cybern., 2018)

Automatic Polyp Detection via a Novel Unified Bottom-Up and Top-Down Saliency Approach. - Yixuan Yuan; Dengwang Li; Max Q.-H. Meng (IEEE J. Biomed. Health Informatics, 2018)

Domain Knowledge Based Brain Tumor Segmentation and Overall Survival Prediction. - Xiaoqing Guo; Chen Yang 026; Pak Lun Lam; Yat Ming Peter Woo; Yixuan Yuan (BrainLes@MICCAI (2), 2019)

A Saliency-Aware Hybrid Dense Network for Bleeding Detection in Wireless Capsule Endoscopy Images. - Xiaohan Xing; Yixuan Yuan; Xiao Jia 005; Max Q.-H. Meng (ISBI, 2019)

Prostate Segmentation with Encoder-Decoder Densely Connected Convolutional Network (Ed-Densenet). - Yixuan Yuan; Wenjian Qin; Xiaoqing Guo; Mark Buyyounouski; Steve Hancock; Bin Han; Lei Xing 001 (ISBI, 2019)

Selective Feature Aggregation Network with Area-Boundary Constraints for Polyp Segmentation. - Yuqi Fang; Cheng Chen 026; Yixuan Yuan; Raymond Kai-Yu Tong (MICCAI (1), 2019)

Triple ANet: Adaptive Abnormal-aware Attention Network for WCE Image Classification. - Xiaoqing Guo; Yixuan Yuan (MICCAI (1), 2019)

Deep neural network ensemble for pneumonia localization from a large-scale chest x-ray database. - Ilyas Sirazitdinov; Maksym Kholiavchenko; Tamerlan Mustafaev; Yixuan Yuan; Ramil Kuleev; Bulat Ibragimov (Comput. Electr. Eng., 2019)

Models for multiple attribute decision making with picture fuzzy information. - Hui Liu 016; Haiou Wang; Yixuan Yuan; Caiming Zhang 001 (J. Intell. Fuzzy Syst., 2019)

Neural Networks for Deep Radiotherapy Dose Analysis and Prediction of Liver SBRT Outcomes. - Bulat Ibragimov; Diego A. S. Toesca; Yixuan Yuan; Albert C. Koong; Daniel T. Chang; Lei Xing 001 (IEEE J. Biomed. Health Informatics, 2019)

Learning Dynamic Convolutions for Multi-modal 3D MRI Brain Tumor Segmentation. - Qiushi Yang; Yixuan Yuan (BrainLes@MICCAI (2), 2020)

Diagnose like a Clinician: Third-order Attention Guided Lesion Amplification Network for WCE Image Classification. - Xiaohan Xing; Yixuan Yuan; Max Q.-H. Meng (IROS, 2020)

Complementary Network with Adaptive Receptive Fields for Melanoma Segmentation. - Xiaoqing Guo; Zhen Chen 013; Yixuan Yuan (ISBI, 2020)

Joint Spatial-Wavelet Dual-Stream Network for Super-Resolution. - Zhen Chen 013; Xiaoqing Guo; Chen Yang 026; Bulat Ibragimov; Yixuan Yuan (MICCAI (5), 2020)

Self-Paced Learning for Automatic Prostate Segmentation on MR Images with Hierarchical Boundary Sensitive Network. - Wenjian Qin; Zhibo Xiao; Yaoqin Xie; Yixuan Yuan (RCAR, 2020)

Contour-aware multi-label chest X-ray organ segmentation. - Maksym Kholiavchenko; Ilyas Sirazitdinov; Konstantin Kubrak; R. Badrutdinova; Ramil Kuleev; Yixuan Yuan; Tomaz Vrtovec; Bulat Ibragimov (Int. J. Comput. Assist. Radiol. Surg., 2020)

Automated hepatobiliary toxicity prediction after liver stereotactic body radiation therapy with deep learning-based portal vein segmentation. - Bulat Ibragimov; Diego A. S. Toesca; Daniel T. Chang; Yixuan Yuan; Albert C. Koong; Lei Xing 001 (Neurocomputing, 2020)

Semi-supervised WCE image classification with adaptive aggregated attention. - Xiaoqing Guo; Yixuan Yuan (Medical Image Anal., 2020)

Wireless Capsule Endoscopy: A New Tool for Cancer Screening in the Colon With Deep-Learning-Based Polyp Recognition. - Xiao Jia 005; Xiaohan Xing; Yixuan Yuan; Lei Xing 001; Max Q.-H. Meng (Proc. IEEE, 2020)

Automatic Polyp Recognition in Colonoscopy Images Using Deep Learning and Two-Stage Pyramidal Feature Prediction. - Xiao Jia 005; Xiaochun Mai; Yi Cui 002; Yixuan Yuan; Xiaohan Xing; Hyunseok Seo; Lei Xing 001; Max Q.-H. Meng (IEEE Trans Autom. Sci. Eng., 2020)

Densely Connected Neural Network With Unbalanced Discriminant and Category Sensitive Constraints for Polyp Recognition. - Yixuan Yuan; Wenjian Qin; Bulat Ibragimov; Guanglei Zhang; Bin Han; Max Q.-H. Meng; Lei Xing 001 (IEEE Trans Autom. Sci. Eng., 2020)

Zoom in Lesions for Better Diagnosis: Attention Guided Deformation Network for WCE Image Classification. - Xiaohan Xing; Yixuan Yuan; Max Q.-H. Meng (IEEE Trans. Medical Imaging, 2020)

Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring. - Zhen Chen 013; Jun Zhang 018; Shuanlong Che; Junzhou Huang; Xiao Han 011; Yixuan Yuan (AAAI, 2021)

MetaCorrection: Domain-Aware Meta Loss Correction for Unsupervised Domain Adaptation in Semantic Segmentation. - Xiaoqing Guo; Chen Yang 026; Baopu Li; Yixuan Yuan (CVPR, 2021)

VisDrone-DET2021: The Vision Meets Drone Object detection Challenge Results. - Yaru Cao; Zhijian He; Lujia Wang 001; Wenguan Wang; Yixuan Yuan; Dingwen Zhang; Jinglin Zhang; Pengfei Zhu 001; Luc Van Gool; Junwei Han 001; Steven C. H. Hoi; Qinghua Hu; et al. (ICCVW, 2021)

VisDrone-MOT2021: The Vision Meets Drone Multiple Object Tracking Challenge Results. - Guanlin Chen; Wenguan Wang; Zhijian He; Lujia Wang 001; Yixuan Yuan; Dingwen Zhang; Jinglin Zhang; Pengfei Zhu 001; Luc Van Gool; Junwei Han 001; Steven Chu-Hong Hoi; Qinghua Hu; et al. (ICCVW, 2021)

VisDrone-CC2021: The Vision Meets Drone Crowd Counting Challenge Results. - Zhihao Liu; Zhijian He; Lujia Wang 001; Wenguan Wang; Yixuan Yuan; Dingwen Zhang; Jinglin Zhang; Pengfei Zhu 001; Luc Van Gool; Junwei Han 001; Steven C. H. Hoi; Qinghua Hu; et al. (ICCVW, 2021)

Dynamic tracking for microrobot with active magnetic sensor array. - Min Wang 032; Kwan Yi Leung; Rui Liu 033; Shuang Song 002; Yixuan Yuan; Jianqin Yin; Max Q.-H. Meng; Jun Liu 007 (ICRA, 2021)

COINet: Adaptive Segmentation with Co-Interactive Network for Autonomous Driving. - Jie Liu 044; Xiaoqing Guo; Baopu Li; Yixuan Yuan (IROS, 2021)

Joint Polyp Detection and Segmentation with Heterogeneous Endoscopic Data. - Wuyang Li; Chen Yang 026; Jie Liu 044; Xinyu Liu 001; Xiaoqing Guo; Yixuan Yuan (EndoCV@ISBI, 2021)

Personalized Retrogress-Resilient Framework for Real-World Medical Federated Learning. - Zhen Chen 013; Meilu Zhu; Chen Yang 026; Yixuan Yuan (MICCAI (3), 2021)

Prototypical Interaction Graph for Unsupervised Domain Adaptation in Surgical Instrument Segmentation. - Jie Liu 044; Xiaoqing Guo; Yixuan Yuan (MICCAI (3), 2021)

Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification. - Xiaohan Xing; Yuenan Hou; Hang Li; Yixuan Yuan; Hongsheng Li 001; Max Q.-H. Meng (MICCAI (5), 2021)

Exploring Gradient Flow Based Saliency for DNN Model Compression. - Xinyu Liu 001; Baopu Li; Zhen Chen 013; Yixuan Yuan (ACM Multimedia, 2021)

Dynamic-weighting hierarchical segmentation network for medical images. - Xiaoqing Guo; Chen Yang 026; Yixuan Yuan (Medical Image Anal., 2021)

Consolidated domain adaptive detection and localization framework for cross-device colonoscopic images. - Xinyu Liu 001; Xiaoqing Guo; Yajie Liu; Yixuan Yuan (Medical Image Anal., 2021)

Ground-Aware Monocular 3D Object Detection for Autonomous Driving. - Yuxuan Liu 008; Yixuan Yuan; Ming Liu 001 (IEEE Robotics Autom. Lett., 2021)

HTD: Heterogeneous Task Decoupling for Two-Stage Object Detection. - Wuyang Li; Zhen Chen 013; Baopu Li; Dingwen Zhang; Yixuan Yuan (IEEE Trans. Image Process., 2021)

Mutual-Prototype Adaptation for Cross-Domain Polyp Segmentation. - Chen Yang 026; Xiaoqing Guo; Meilu Zhu; Bulat Ibragimov; Yixuan Yuan (IEEE J. Biomed. Health Informatics, 2021)

Super-Resolution Enhanced Medical Image Diagnosis With Sample Affinity Interaction. - Zhen Chen 013; Xiaoqing Guo; Yat Ming Peter Woo; Yixuan Yuan (IEEE Trans. Medical Imaging, 2021)

Learn to Threshold: ThresholdNet With Confidence-Guided Manifold Mixup for Polyp Segmentation. - Xiaoqing Guo; Chen Yang 026; Yajie Liu; Yixuan Yuan (IEEE Trans. Medical Imaging, 2021)

DSI-Net: Deep Synergistic Interaction Network for Joint Classification and Segmentation With Endoscope Images. - Meilu Zhu; Zhen Chen 013; Yixuan Yuan (IEEE Trans. Medical Imaging, 2021)

SCAN: Cross Domain Object Detection with Semantic Conditioned Adaptation. - Wuyang Li; Xinyu Liu 001; Xiwen Yao; Yixuan Yuan (AAAI, 2022)

Incremental Cross-view Mutual Distillation for Self-supervised Medical CT Synthesis. - Chaowei Fang; Liang Wang 001; Dingwen Zhang; Jun Xu 019; Yixuan Yuan; Junwei Han 001 (CVPR, 2022)

SimT: Handling Open-set Noise for Domain Adaptive Semantic Segmentation. - Xiaoqing Guo; Jie Liu 044; Tongliang Liu; Yixuan Yuan (CVPR, 2022)

SIGMA: Semantic-complete Graph Matching for Domain Adaptive Object Detection. - Wuyang Li; Xinyu Liu 001; Yixuan Yuan (CVPR, 2022)

Towards Robust Adaptive Object Detection under Noisy Annotations. - Xinyu Liu 001; Wuyang Li; Qiushi Yang; Baopu Li; Yixuan Yuan (CVPR, 2022)

IDEA-Net: Dynamic 3D Point Cloud Interpolation via Deep Embedding Alignment. - Yiming Zeng 002; Yue Qian; Qijian Zhang; Junhui Hou; Yixuan Yuan; Ying He 001 (CVPR, 2022)

Unknown-Oriented Learning for Open Set Domain Adaptation. - Jie Liu 044; Xiaoqing Guo; Yixuan Yuan (ECCV (33), 2022)

EPAR: An Efficient and Privacy-Aware Augmented Reality Framework for Indoor Location-Based Services. - Zhe Peng; Songlin Hou; Yixuan Yuan (IROS, 2022)

Disentangle Then Calibrate: Selective Treasure Sharing for Generalized Rare Disease Diagnosis. - Yuanyuan Chen; Xiaoqing Guo; Yong Xia 001; Yixuan Yuan (MICCAI (3), 2022)

Joint Class-Affinity Loss Correction for Robust Medical Image Segmentation with Noisy Labels. - Xiaoqing Guo; Yixuan Yuan (MICCAI (4), 2022)

Edge-Oriented Point-Cloud Transformer for 3D Intracranial Aneurysm Segmentation. - Yifan Liu 010; Jie Liu 044; Yixuan Yuan (MICCAI (5), 2022)

Intervention & Interaction Federated Abnormality Detection with Noisy Clients. - Xinyu Liu 001; Wuyang Li; Yixuan Yuan (MICCAI (8), 2022)

Discrepancy and Gradient-Guided Multi-modal Knowledge Distillation for Pathological Glioma Grading. - Xiaohan Xing; Zhen Chen 013; Meilu Zhu; Yuenan Hou; Zhifan Gao; Yixuan Yuan (MICCAI (5), 2022)

Semi-supervised Medical Image Classification with Temporal Knowledge-Aware Regularization. - Qiushi Yang; Xinyu Liu 001; Zhen Chen 013; Bulat Ibragimov; Yixuan Yuan (MICCAI (8), 2022)

Gaze-based attention to improve the classification of lung diseases. - Maksim Kholiavchenko; Ilya Pershin; Bulat Maksudov; Tamerlan Mustafaev; Yixuan Yuan; Bulat Ibragimov (Image Processing, 2022)

A Comprehensive Study and Comparison of the Robustness of 3D Object Detectors Against Adversarial Attacks. - Yifan Zhang; Junhui Hou; Yixuan Yuan (CoRR, 2022)

Fast finite time stability of stochastic nonlinear systems. - Yixuan Yuan; Junsheng Zhao; Zong-Yao Sun (J. Frankl. Inst., 2022)

Instance importance-Aware graph convolutional network for 3D medical diagnosis. - Zhen Chen 013; Jie Liu 044; Meilu Zhu; Yat Ming Peter Woo; Yixuan Yuan (Medical Image Anal., 2022)

Non-equivalent images and pixels: Confidence-aware resampling with meta-learning mixup for polyp segmentation. - Xiaoqing Guo; Zhen Chen 013; Jun Liu 007; Yixuan Yuan (Medical Image Anal., 2022)

Source free domain adaptation for medical image segmentation with fourier style mining. - Chen Yang 026; Xiaoqing Guo; Zhen Chen 013; Yixuan Yuan (Medical Image Anal., 2022)

Image super-resolution with an enhanced group convolutional neural network. - Chunwei Tian; Yixuan Yuan; Shichao Zhang 001; Chia-Wen Lin; Wangmeng Zuo; David Zhang 001 (Neural Networks, 2022)

Multiscale Residual Attention Convolutional Neural Network for Bearing Fault Diagnosis. - Linshan Jia; Tommy W. S. Chow; Yu Wang 043; Yixuan Yuan (IEEE Trans. Instrum. Meas., 2022)

Dynamic Depth-Aware Network for Endoscopy Super-Resolution. - Wenting Chen; Yifan Liu 010; Jiancong Hu; Yixuan Yuan (IEEE J. Biomed. Health Informatics, 2022)

Personalized Retrogress-Resilient Federated Learning Toward Imbalanced Medical Data. - Zhen Chen 013; Chen Yang 026; Meilu Zhu; Zhe Peng; Yixuan Yuan (IEEE Trans. Medical Imaging, 2022)

Semantic-Oriented Labeled-to-Unlabeled Distribution Translation for Image Segmentation. - Xiaoqing Guo; Jie Liu 044; Yixuan Yuan (IEEE Trans. Medical Imaging, 2022)

Graph-Based Surgical Instrument Adaptive Segmentation via Domain-Common Knowledge. - Jie Liu 044; Xiaoqing Guo; Yixuan Yuan (IEEE Trans. Medical Imaging, 2022)

A Source-Free Domain Adaptive Polyp Detection Framework With Style Diversification Flow. - Xinyu Liu 001; Yixuan Yuan (IEEE Trans. Medical Imaging, 2022)

D2-Net: Dual Disentanglement Network for Brain Tumor Segmentation With Missing Modalities. - Qiushi Yang; Xiaoqing Guo; Zhen Chen 013; Yat Ming Peter Woo; Yixuan Yuan (IEEE Trans. Medical Imaging, 2022)

Semantic-guided Unknown-aware Rare Disease Diagnosis System. - Yiwen Luo; Yixuan Yuan (BIBM, 2023)

Adjustment and Alignment for Unbiased Open Set Domain Adaptation. - Wuyang Li; Jie Liu 044; Bo Han; Yixuan Yuan (CVPR, 2023)

EfficientViT: Memory Efficient Vision Transformer with Cascaded Group Attention. - Xinyu Liu 001; Houwen Peng; Ningxin Zheng; Yuqing Yang 001; Han Hu 001; Yixuan Yuan (CVPR, 2023)

Novel Scenes & Classes: Towards Adaptive Open-set Object Detection. - Wuyang Li; Xiaoqing Guo; Yixuan Yuan (ICCV, 2023)

CLIP-Driven Universal Model for Organ Segmentation and Tumor Detection. - Jie Liu 044; Yixiao Zhang 001; Jieneng Chen; Junfei Xiao; Yongyi Lu; Bennett A. Landman; Yixuan Yuan; Alan L. Yuille; Yucheng Tang; Zongwei Zhou (ICCV, 2023)

MRM: Masked Relation Modeling for Medical Image Pre-Training with Genetics. - Qiushi Yang; Wuyang Li; Baopu Li; Yixuan Yuan (ICCV, 2023)

FedPD: Federated Open Set Recognition with Parameter Disentanglement. - Chen Yang 026; Meilu Zhu; Yifan Liu 010; Yixuan Yuan (ICCV, 2023)

Species-Shared and -Specific Brain Functional Connectomes Revealed by Shared-Unique Variational Autoencoder. - Li Yang; Songyao Zhang; Weihan Zhang; Jingchao Zhou; Tianyang Zhong; Yaonai Wei; Xi Jiang 001; Tianming Liu 001; Junwei Han 001; Yixuan Yuan; Tuo Zhang (IPMI, 2023)

$ mathrm {H^{2}}$GM: A Hierarchical Hypergraph Matching Framework for Brain Landmark Alignment. - Zhibin He; Wuyang Li; Tuo Zhang; Yixuan Yuan (MICCAI (10), 2023)

Conditional Physics-Informed Graph Neural Network for Fractional Flow Reserve Assessment. - Baihong Xie; Xiujian Liu; Heye Zhang; Chenchu Xu; Tieyong Zeng; Yixuan Yuan; Guang Yang 006; Zhifan Gao (MICCAI (7), 2023)

Gradient and Feature Conformity-Steered Medical Image Classification with Noisy Labels. - Xiaohan Xing; Zhen Chen 013; Zhifan Gao; Yixuan Yuan (MICCAI (6), 2023)

Transferability-Guided Multi-source Model Adaptation for Medical Image Segmentation. - Chen Yang 026; Yifan Liu 010; Yixuan Yuan (MICCAI (2), 2023)

Unleash the Potential of Image Branch for Cross-modal 3D Object Detection. - Yifan Zhang; Qijian Zhang; Junhui Hou; Yixuan Yuan; Guoliang Xing (NeurIPS, 2023)

Bidirectional Propagation for Cross-Modal 3D Object Detection. - Yifan Zhang; Qijian Zhang; Junhui Hou; Yixuan Yuan; Guoliang Xing (CoRR, 2023)

Prompt Engineering for Healthcare: Methodologies and Applications. - Jiaqi Wang 010; Enze Shi; Sigang Yu; Zihao Wu 001; Chong Ma; Haixing Dai; Qiushi Yang; Yanqing Kang; Jinru Wu; Huawen Hu; Chenxi Yue; Haiyang Zhang; et al. (CoRR, 2023)

Instruction-ViT: Multi-Modal Prompts for Instruction Learning in ViT. - Zhenxiang Xiao; Yuzhong Chen; Lu Zhang 050; Junjie Yao; Zihao Wu 001; Xiaowei Yu; Yi Pan 001; Lin Zhao 004; Chong Ma; Xinyu Liu 001; Wei Liu 146; Xiang Li 001; et al. (CoRR, 2023)

Bi-VLGM : Bi-Level Class-Severity-Aware Vision-Language Graph Matching for Text Guided Medical Image Segmentation. - Wenting Chen; Jie Liu 044; Yixuan Yuan (CoRR, 2023)

Artificial General Intelligence for Medical Imaging. - Xiang Li 001; Lu Zhang 050; Zihao Wu 001; Zhengliang Liu; Lin Zhao 004; Yixuan Yuan; Jun Liu 075; Gang Li 001; Dajiang Zhu; Pingkuan Yan; Quanzheng Li; Wei Liu 146; et al. (CoRR, 2023)

Review of Large Vision Models and Visual Prompt Engineering. - Jiaqi Wang 010; Zhengliang Liu; Lin Zhao 004; Zihao Wu 001; Chong Ma; Sigang Yu; Haixing Dai; Qiushi Yang; Yiheng Liu; Songyao Zhang; Enze Shi; Yi Pan 001; et al. (CoRR, 2023)

Rethinking Data Perturbation and Model Stabilization for Semi-supervised Medical Image Segmentation. - Zhen Zhao 001; Ye Liu 013; Meng Zhao 003; Di Yin; Yixuan Yuan; Luping Zhou (CoRR, 2023)

Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation. - Zhen Zhao 001; Zicheng Wang; Longyue Wang; Yixuan Yuan; Luping Zhou (CoRR, 2023)

Holistic Evaluation of GPT-4V for Biomedical Imaging. - Zhengliang Liu; Hanqi Jiang; Tianyang Zhong; Zihao Wu 001; Chong Ma; Yiwei Li 002; Xiaowei Yu; Yutong Zhang; Yi Pan 001; Peng Shu; Yanjun Lyu; Lu Zhang 050; et al. (CoRR, 2023)

Fine-Grained Image-Text Alignment in Medical Imaging Enables Cyclic Image-Report Generation. - Wenting Chen; Linlin Shen; Xiang Li 001; Yixuan Yuan (CoRR, 2023)

Hierarchical Bias Mitigation for Semi-Supervised Medical Image Classification. - Qiushi Yang; Zhen Chen 013; Yixuan Yuan (IEEE Trans. Medical Imaging, 2023)

SCAN++: Enhanced Semantic Conditioned Adaptation for Domain Adaptive Object Detection. - Wuyang Li; Xinyu Liu 001; Yixuan Yuan (IEEE Trans. Multim., 2023)

GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis. - Linshan Jia; Tommy W. S. Chow; Yixuan Yuan (Eng. Appl. Artif. Intell., 2023)

FedDM: Federated Weakly Supervised Segmentation via Annotation Calibration and Gradient De-Conflicting. - Meilu Zhu; Zhen Chen 013; Yixuan Yuan (IEEE Trans. Medical Imaging, 2023)

SIGMA++: Improved Semantic-Complete Graph Matching for Domain Adaptive Object Detection. - Wuyang Li; Xinyu Liu 001; Yixuan Yuan (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Gradient modulated contrastive distillation of low-rank multi-modal knowledge for disease diagnosis. - Xiaohan Xing; Zhen Chen 013; Yuenan Hou; Yixuan Yuan (Medical Image Anal., 2023)

Handling Open-Set Noise and Novel Target Recognition in Domain Adaptive Semantic Segmentation. - Xiaoqing Guo; Jie Liu 044; Tongliang Liu; Yixuan Yuan (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

GRAB-Net: Graph-Based Boundary-Aware Network for Medical Point Cloud Segmentation. - Yifan Liu 010; Wuyang Li; Jie Liu 044; Hui Chen; Yixuan Yuan (IEEE Trans. Medical Imaging, 2023)

Self-Supervised Interactive Embedding for One-Shot Organ Segmentation. - Yang Yang 133; Bo Wang 011; Dingwen Zhang; Yixuan Yuan; Qingsen Yan; Shijie Zhao 001; Zheng You; Junwei Han 001 (IEEE Trans. Biomed. Eng., 2023)

Applications to the dynamics of the suspension system of fast finite time stability in probability of p-norm stochastic nonlinear systems. - Junsheng Zhao; Yixuan Yuan; Zong-Yao Sun; Xiangpeng Xie 001 (Appl. Math. Comput., 2023)

Generalized Gradient Flow Based Saliency for Pruning Deep Convolutional Neural Networks. - Xinyu Liu 001; Baopu Li; Zhen Chen 013; Yixuan Yuan (Int. J. Comput. Vis., 2023)

GLENet: Boosting 3D Object Detectors with Generative Label Uncertainty Estimation. - Yifan Zhang; Qijian Zhang; Zhiyu Zhu; Junhui Hou; Yixuan Yuan (Int. J. Comput. Vis., 2023)

Dynamic feature splicing for few-shot rare disease diagnosis. - Yuanyuan Chen; Xiaoqing Guo; Yongsheng Pan; Yong Xia 001; Yixuan Yuan (Medical Image Anal., 2023)

Medical federated learning with joint graph purification for noisy label learning. - Zhen Chen 013; Wuyang Li; Xiaohan Xing; Yixuan Yuan (Medical Image Anal., 2023)

Disentangle First, Then Distill: A Unified Framework for Missing Modality Imputation and Alzheimer's Disease Diagnosis. - Yuanyuan Chen; Yongsheng Pan; Yong Xia 001; Yixuan Yuan (IEEE Trans. Medical Imaging, 2023)

Fine-Grained Image-Text Alignment in Medical Imaging Enables Explainable Cyclic Image-Report Generation. - Wenting Chen; Linlin Shen; Jingyang Lin; Jiebo Luo 001; Xiang Li 001; Yixuan Yuan (ACL (1), 2024)

PV-SSM: Exploring Pure Visual State Space Model for High-dimensional Medical Data Analysis. - Cheng Wang; Xinyu Liu 001; Chenxin Li; Yifan Liu 010; Yixuan Yuan (BIBM, 2024)

Enhancing Clinical Information for Zero-Shot Medical Diagnosis by Prompting Large Language Model. - Qiushi Yang; Meilu Zhu; Yixuan Yuan (BIBM, 2024)

CLIFF: Continual Latent Diffusion for Open-Vocabulary Object Detection. - Wuyang Li; Xinyu Liu 001; Jiayi Ma 001; Yixuan Yuan (ECCV (55), 2024)

GTP-4o: Modality-Prompted Heterogeneous Graph Learning for Omni-Modal Biomedical Representation. - Chenxin Li; Xinyu Liu 001; Cheng Wang; Yifan Liu 010; Weihao Yu 005; Jing Shao; Yixuan Yuan (ECCV (4), 2024)

Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation. - Zhen Zhao 001; Zicheng Wang; Longyue Wang; Dian Yu 001; Yixuan Yuan; Luping Zhou (ECCV (5), 2024)

Practically Fast Finite-Time Stability in the Mean Square of Stochastic Nonlinear Systems with Dead-Zone. - Yixuan Yuan; Liping Xie (iFUZZY, 2024)

Medical Image Synthesis via Fine-Grained Image-Text Alignment and Anatomy-Pathology Prompting. - Wenting Chen; Pengyu Wang 005; Hui Ren 001; Lichao Sun 001; Quanzheng Li; Yixuan Yuan; Xiang Li 001 (MICCAI (12), 2024)

F2TNet: FMRI to T1w MRI Knowledge Transfer Network for Brain Multi-phenotype Prediction. - Zhibin He; Wuyang Li; Yu Jiang; Zhihao Peng 002; Pengyu Wang 005; Xiang Li 001; Tianming Liu 001; Junwei Han 001; Tuo Zhang; Yixuan Yuan (MICCAI (11), 2024)

Hierarchical Graph Learning with Small-World Brain Connectomes for Cognitive Prediction. - Yu Jiang; Zhibin He; Zhihao Peng 002; Yixuan Yuan (MICCAI (5), 2024)

EndoSparse: Real-Time Sparse View Synthesis of Endoscopic Scenes using Gaussian Splatting. - Chenxin Li; Brandon Y. Feng; Yifan Liu 010; Hengyu Liu 007; Cheng Wang; Weihao Yu 005; Yixuan Yuan (MICCAI (6), 2024)

[inline-graphic not available: see fulltext]Endora: Video Generation Models as Endoscopy Simulators. - Chenxin Li; Hengyu Liu 007; Yifan Liu 010; Brandon Y. Feng; Wuyang Li; Xinyu Liu 001; Zhen Chen 013; Jing Shao; Yixuan Yuan (MICCAI (6), 2024)

From Static to Dynamic Diagnostics: Boosting Medical Image Analysis via Motion-Informed Generative Videos. - Wuyang Li; Xinyu Liu 001; Qiushi Yang; Yixuan Yuan (MICCAI (3), 2024)

MOST: Multi-formation Soft Masking for Semi-supervised Medical Image Segmentation. - Xinyu Liu 001; Zhen Chen 013; Yixuan Yuan (MICCAI (11), 2024)

LGS: A Light-Weight 4D Gaussian Splatting for Efficient Surgical Scene Reconstruction. - Hengyu Liu 007; Yifan Liu 010; Chenxin Li; Wuyang Li; Yixuan Yuan (MICCAI (3), 2024)

When 3D Partial Points Meets SAM: Tooth Point Cloud Segmentation with Sparse Labels. - Yifan Liu 010; Wuyang Li; Cheng Wang; Hui Chen; Yixuan Yuan (MICCAI (11), 2024)

DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image Segmentation. - Xinyu Liu 001; Wuyang Li; Yixuan Yuan (MICCAI (12), 2024)

GBT: Geometric-Oriented Brain Transformer for Autism Diagnosis. - Zhihao Peng 002; Zhibin He; Yu Jiang; Pengyu Wang 005; Yixuan Yuan (MICCAI (12), 2024)

fTSPL: Enhancing Brain Analysis with FMRI-Text Synergistic Prompt Learning. - Pengyu Wang 005; Huaqi Zhang; Zhibin He; Zhihao Peng 002; Yixuan Yuan (MICCAI (12), 2024)

Variational Field Constraint Learning for Degree of Coronary Artery Ischemia Assessment. - Qi Zhang; Xiujian Liu; Heye Zhang; Chenchu Xu; Guang Yang 006; Yixuan Yuan; Tao Tan 002; Zhifan Gao (MICCAI (3), 2024)

Stealing Knowledge from Pre-trained Language Models for Federated Classifier Debiasing. - Meilu Zhu; Qiushi Yang; Zhifan Gao; Jun Liu 007; Yixuan Yuan (MICCAI (10), 2024)

P2SAM: Probabilistically Prompted SAMs Are Efficient Segmentator for Ambiguous Medical Images. - Yuzhi Huang; Chenxin Li; Zixu Lin; Hengyu Liu 007; Haote Xu; Yifan Liu 010; Yue Huang 001; Xinghao Ding; Xiaotong Tu; Yixuan Yuan (ACM Multimedia, 2024)

DRMF: Degradation-Robust Multi-Modal Image Fusion via Composable Diffusion Prior. - Linfeng Tang; Yuxin Deng; Xunpeng Yi; Qinglong Yan; Yixuan Yuan; Jiayi Ma 001 (ACM Multimedia, 2024)

Flaws can be Applause: Unleashing Potential of Segmenting Ambiguous Objects in SAM. - Chenxin Li; Yuzhi Huang; Wuyang Li; Hengyu Liu 007; Xinyu Liu 001; Qing Xu 014; Zhen Chen 013; Yue Huang 001; Yixuan Yuan (NeurIPS, 2024)

Algorithm for drowsiness detection based on hybrid brain network parameter optimization. - Keyuan Zhang; Duanpo Wu; Qinqin Liu; Fang Dong 003; Junbiao Liu; Lurong Jiang; Yixuan Yuan (Biomed. Signal Process. Control., 2024)

EndoGaussian: Gaussian Splatting for Deformable Surgical Scene Reconstruction. - Yifan Liu 010; Chenxin Li; Chen Yang 026; Yixuan Yuan (CoRR, 2024)

UN-SAM: Universal Prompt-Free Segmentation for Generalized Nuclei Images. - Zhen Chen 013; Qing Xu 014; Xinyu Liu 001; Yixuan Yuan (CoRR, 2024)

Endora: Video Generation Models as Endoscopy Simulators. - Chenxin Li; Hengyu Liu 007; Yifan Liu 010; Brandon Y. Feng; Wuyang Li; Xinyu Liu 001; Zhen Chen 013; Jing Shao; Yixuan Yuan (CoRR, 2024)

U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation. - Chenxin Li; Xinyu Liu 001; Wuyang Li; Cheng Wang; Hengyu Liu 007; Yixuan Yuan (CoRR, 2024)

Learning to Adapt Foundation Model DINOv2 for Capsule Endoscopy Diagnosis. - Bowen Zhang; Ying Chen; Long Bai 008; Yan Zhao; Yuxiang Sun; Yixuan Yuan; Jianhua Zhang; Hongliang Ren 001 (CoRR, 2024)

Spatial-temporal Hierarchical Reinforcement Learning for Interpretable Pathology Image Super-Resolution. - Wenting Chen; Jie Liu 044; Tommy W. S. Chow; Yixuan Yuan (CoRR, 2024)

GaussianStego: A Generalizable Stenography Pipeline for Generative 3D Gaussians Splatting. - Chenxin Li; Hengyu Liu 007; Zhiwen Fan; Wuyang Li; Yifan Liu 010; Panwang Pan; Yixuan Yuan (CoRR, 2024)

SvANet: A Scale-variant Attention-based Network for Small Medical Object Segmentation. - Wei Dai; Rui Liu 033; Zixuan Wu; Tianyi Wu; Min Wang 032; Junxian Zhou; Yixuan Yuan; Jun Liu 007 (CoRR, 2024)

AutoPET Challenge: Tumour Synthesis for Data Augmentation. - Lap Yan Lennon Chan; Chenxin Li; Yixuan Yuan (CoRR, 2024)

LoCo: Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation. - Lingcong Cai; Yun Li; Xiaomao Fan; Kaixuan Song; Yongcheng Li; Yixuan Yuan; Ruxin Wang 001; Wenbin Lei (CoRR, 2024)

Dynamic Attribute-guided Few-shot Open-set Network for medical image diagnosis. - Yiwen Luo; Xiaoqing Guo; Li Liu 017; Yixuan Yuan (Expert Syst. Appl., 2024)

A Novel Seizure Detection Method Based on the Feature Fusion of Multimodal Physiological Signals. - Duanpo Wu; Jun Wei; Pierre-Paul Vidal; Danping Wang; Yixuan Yuan; Jiuwen Cao; Tiejia Jiang (IEEE Internet Things J., 2024)

Mask-aware transformer with structure invariant loss for CT translation. - Wenting Chen; Wei Zhao 040; Zhen Chen 013; Tianming Liu 001; Li Liu 017; Jun Liu 007; Yixuan Yuan (Medical Image Anal., 2024)

Universal and extensible language-vision models for organ segmentation and tumor detection from abdominal computed tomography. - Jie Liu 044; Yixiao Zhang 001; Kang Wang 004; Mehmet Can Yavuz; Xiaoxi Chen; Yixuan Yuan; Haoliang Li; Yang Yang 009; Alan L. Yuille; Yucheng Tang; Zongwei Zhou (Medical Image Anal., 2024)

Dual domain distribution disruption with semantics preservation: Unsupervised domain adaptation for medical image segmentation. - Boyun Zheng; Ranran Zhang; Songhui Diao; Jingke Zhu; Yixuan Yuan; Jing Cai 001; Liang Shao; Shuo Li 001; Wenjian Qin (Medical Image Anal., 2024)

Causal Disentanglement Domain Generalization for time-series signal fault diagnosis. - Linshan Jia; Tommy W. S. Chow; Yixuan Yuan (Neural Networks, 2024)

Global and multi-partition local network analysis of scalp EEG in West syndrome before and after treatment. - Lishan Liu; Runze Zheng; Duanpo Wu; Yixuan Yuan; Yi Lin; Danping Wang; Tiejia Jiang; Jiuwen Cao; Yuansheng Xu (Neural Networks, 2024)

Algorithm for Detection of Convulsive Seizures in Severe Encephalitis Based on Multiscale Compressed Shapelets. - Yixiao Mao; Runze Zheng; Duanpo Wu; Yixuan Yuan; Jie Li; Tiejia Jiang; Feng Gao 018; Junbiao Liu; Shenyi Dai; Danping Wang; Jiuwen Cao; Pierre-Paul Vidal (IEEE Trans. Instrum. Meas., 2024)

Comprehensive learning and adaptive teaching: Distilling multi-modal knowledge for pathological glioma grading. - Xiaohan Xing; Meilu Zhu; Zhen Chen 013; Yixuan Yuan (Medical Image Anal., 2024)

FedOSS: Federated Open Set Recognition via Inter-Client Discrepancy and Collaboration. - Meilu Zhu; Jing Liao 001; Jun Liu 007; Yixuan Yuan (IEEE Trans. Medical Imaging, 2024)

Practically Fast Finite-Time Stability in the Mean Square of Stochastic Nonlinear Systems: Application to One-Link Manipulator. - Yixuan Yuan; Junsheng Zhao; Zong-Yao Sun; Xiangpeng Xie 001 (IEEE Trans. Syst. Man Cybern. Syst., 2024)

More Than Lightening: A Self-Supervised Low-Light Image Enhancement Method Capable for Multiple Degradations. - Han Xu 001; Jiayi Ma 001; Yixuan Yuan; Hao Zhang 073; Xin Tian 006; Xiaojie Guo 001 (IEEE CAA J. Autom. Sinica, 2024)

Instruction-ViT: Multi-modal prompts for instruction learning in vision transformer. - Zhenxiang Xiao; Yuzhong Chen; Junjie Yao; Lu Zhang 050; Zhengliang Liu; Zihao Wu 001; Xiaowei Yu; Yi Pan 001; Lin Zhao 004; Chong Ma; Xinyu Liu 001; Wei Liu 146; et al. (Inf. Fusion, 2024)

MAUN: Memory-Augmented Deep Unfolding Network for Hyperspectral Image Reconstruction. - Qian Hu; Jiayi Ma 001; Yuan Gao 015; Junjun Jiang; Yixuan Yuan (IEEE CAA J. Autom. Sinica, 2024)

A Comprehensive Study of the Robustness for LiDAR-Based 3D Object Detectors Against Adversarial Attacks. - Yifan Zhang; Junhui Hou; Yixuan Yuan (Int. J. Comput. Vis., 2024)

MHD-Net: Memory-Aware Hetero-Modal Distillation Network for Thymic Epithelial Tumor Typing With Missing Pathology Modality. - Huaqi Zhang; Jie Liu 044; Weifan Liu; Huang Chen; Zekuan Yu; Yixuan Yuan; Pengyu Wang 005; Jing Qin 001 (IEEE J. Biomed. Health Informatics, 2024)

Disentangle Then Calibrate With Gradient Guidance: A Unified Framework for Common and Rare Disease Diagnosis. - Yuanyuan Chen; Xiaoqing Guo; Yong Xia 001; Yixuan Yuan (IEEE Trans. Medical Imaging, 2024)

A Heterogeneous Group CNN for Image Super-Resolution. - Chunwei Tian; Yanning Zhang 001; Wangmeng Zuo; Chia-Wen Lin; David Zhang 001; Yixuan Yuan (IEEE Trans. Neural Networks Learn. Syst., 2024)

MGIML: Cancer Grading With Incomplete Radiology-Pathology Data via Memory Learning and Gradient Homogenization. - Pengyu Wang 005; Huaqi Zhang; Meilu Zhu; Xi Jiang 001; Jing Qin 001; Yixuan Yuan (IEEE Trans. Medical Imaging, 2024)

Decoupled Unbiased Teacher for Source-Free Domain Adaptive Medical Object Detection. - Xinyu Liu 001; Wuyang Li; Yixuan Yuan (IEEE Trans. Neural Networks Learn. Syst., 2024)

CMCNet: Colorization-Aware Mix-Uncertainty-Adaptive Consistency Network for Semi-Supervised Fruit Counting. - Xiaochun Mai; Meilu Zhu; Yixuan Yuan (IEEE Trans Autom. Sci. Eng., 2024)

Infproto-Powered Adaptive Classifier and Agnostic Feature Learning for Single Domain Generalization in Medical Images. - Xiaoqing Guo; Jie Liu 044; Yixuan Yuan (Int. J. Comput. Vis., 2024)

STAR-RL: Spatial-Temporal Hierarchical Reinforcement Learning for Interpretable Pathology Image Super-Resolution. - Wenting Chen; Jie Liu 044; Tommy W. S. Chow; Yixuan Yuan (IEEE Trans. Medical Imaging, 2024)

MCPL: Multi-Modal Collaborative Prompt Learning for Medical Vision-Language Model. - Pengyu Wang 005; Huaqi Zhang; Yixuan Yuan (IEEE Trans. Medical Imaging, 2024)

U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation. - Chenxin Li; Xinyu Liu 001; Wuyang Li; Cheng Wang; Hengyu Liu 007; Yifan Liu 010; Zhen Chen 013; Yixuan Yuan (AAAI, 2025)

DeMo: Deep Motion Field Consensus with Learnable Kernels for Two-view Correspondence Learning. - Yifan Lu; Jiajun Le; Zizhuo Li; Yixuan Yuan; Jiayi Ma 001 (AAAI, 2025)

A Survey of LLM-based Agents in Medicine: How far are we from Baymax? - Wenxuan Wang 001; Zizhan Ma; Zheng Wang; Chenghan Wu; Jiaming Ji; Wenting Chen; Xiang Li 001; Yixuan Yuan (ACL (Findings), 2025)

Track Any Anomalous Object: A Granular Video Anomaly Detection Pipeline. - Yuzhi Huang; Chenxin Li; Haitao Zhang; Zixu Lin; Yunlong Lin; Hengyu Liu 007; Wuyang Li; Xinyu Liu 001; Jiechao Gao; Yue Huang 001; Xinghao Ding; Yixuan Yuan (CVPR, 2025)

MonoSplat: Generalizable 3D Gaussian Splatting from Monocular Depth Foundation Models. - Yifan Liu 010; Keyu Fan; Weihao Yu 005; Chenxin Li; Hao Lu 003; Yixuan Yuan (CVPR, 2025)

ConcealGS: Concealing Invisible Copyright Information in 3D Gaussian Splatting. - Yifeng Yang; Hengyu Liu 007; Chenxin Li; Yining Sun; Wuyang Li; Yifan Liu 010; Yiyang Lin; Yixuan Yuan; Nanyang Ye 001 (ICASSP, 2025)

Synthesizing Realistic fMRI: A Physiological Dynamics-Driven Hierarchical Diffusion Model for Efficient fMRI Acquisition. - Yufan Hu; Yu Jiang; Wuyang Li; Yixuan Yuan (ICLR, 2025)

InstantSplamp: Fast and Generalizable Stenography Framework for Generative Gaussian Splatting. - Chenxin Li; Hengyu Liu 007; Zhiwen Fan; Wuyang Li; Yifan Liu 010; Panwang Pan; Yixuan Yuan (ICLR, 2025)

GeoT: Geometry-Guided Instance-Dependent Transition Matrix for Semi-supervised Tooth Point Cloud Segmentation. - Weihao Yu 004; Xiaoqing Guo; Chenxin Li; Yifan Liu 003; Yixuan Yuan (IPMI (1), 2025)

One-Shot Tumour Synthesis for PET-CT Imaging. - Lap Yan Lennon Chan; Chenxin Li; Yixuan Yuan (ISBI, 2025)

UN-SAM: Domain-adaptive self-prompt segmentation for universal nuclei images. - Zhen Chen 013; Qing Xu 014; Xinyu Liu 001; Yixuan Yuan (Medical Image Anal., 2025)

Contrastive machine learning reveals species -shared and -specific brain functional architecture. - Li Yang; Guannan Cao; Songyao Zhang; Weihan Zhang; Yusong Sun; Jingchao Zhou; Tianyang Zhong; Yixuan Yuan; Tao Liu 044; Tianming Liu 001; Lei Guo 002; Yongchun Yu; et al. (Medical Image Anal., 2025)

FedBM: Stealing knowledge from pre-trained language models for heterogeneous federated learning. - Meilu Zhu; Qiushi Yang; Zhifan Gao; Yixuan Yuan; Jun Liu 007 (Medical Image Anal., 2025)

ParetoSSL: Pareto Semi-Supervised Learning With Bias-Aware Gradient Preferences for Fruit Yield Estimation. - Xiaochun Mai; Meilu Zhu; Yixuan Yuan (IEEE Trans Autom. Sci. Eng., 2025)

Fast Finite Time Stability in Probability of p-Norm Stochastic Nonlinear Systems With Mismatched Uncertainties and Dead-Zone. - Yixuan Yuan; Liping Xie; Junsheng Zhao; Kanjian Zhang; Xiangpeng Xie 001 (IEEE Trans Autom. Sci. Eng., 2025)

Clip-Driven Universal Model for Multi-Material Decomposition in Dual-Energy CT. - Xianghong Wang; Jiajun Xiang; Aihua Mao; Jiayi Xie; Peng Jin; Mingchao Ding; Yixuan Yuan; Yanye Lu; Lequan Yu; Hongmin Cai; Baiying Lei; Tianye Niu (IEEE Trans. Computational Imaging, 2025)

Polyp-Gen: Realistic and Diverse Polyp Image Generation for Endoscopic Dataset Expansion. - Shengyuan Liu; Zhen Chen 013; Qiushi Yang; Weihao Yu 005; Di Dong; Jiancong Hu; Yixuan Yuan (CoRR, 2025)

A Survey of LLM-based Agents in Medicine: How far are we from Baymax? - Wenxuan Wang 001; Zizhan Ma; Zheng Wang; Chenghan Wu; Wenting Chen; Xiang Li 001; Yixuan Yuan (CoRR, 2025)

CREATE-FFPE: Cross-Resolution Compensated and Multi-Frequency Enhanced FS-to-FFPE Stain Transfer for Intraoperative IHC Images. - Yiyang Lin; Danling Jiang; Xinyu Liu 001; Yun Miao; Yixuan Yuan (CoRR, 2025)

MAP: Evaluation and Multi-Agent Enhancement of Large Language Models for Inpatient Pathways. - Zhen Chen 013; Zhihao Peng 002; Xusheng Liang; Cheng Wang; Peigan Liang; Linsheng Zeng; Minjie Ju; Yixuan Yuan (CoRR, 2025)

GeoT: Geometry-guided Instance-dependent Transition Matrix for Semi-supervised Tooth Point Cloud Segmentation. - Weihao Yu 005; Xiaoqing Guo; Chenxin Li; Yifan Liu 010; Yixuan Yuan (CoRR, 2025)

X2-Gaussian: 4D Radiative Gaussian Splatting for Continuous-time Tomographic Reconstruction. - Weihao Yu 005; Yuanhao Cai; Ruyi Zha; Zhiwen Fan; Chenxin Li; Yixuan Yuan (CoRR, 2025)

DSPFusion: Image Fusion via Degradation and Semantic Dual-Prior Guidance. - Linfeng Tang; Chunyu Li; Guoqing Wang; Yixuan Yuan; Jiayi Ma 001 (CoRR, 2025)

Bridge the Gap Between Visual and Linguistic Comprehension for Generalized Zero-shot Semantic Segmentation. - Xiaoqing Guo; Wuyang Li; Yixuan Yuan (CoRR, 2025)

Bi-VLGM: Bi-Level Class-Severity-Aware Vision-Language Graph Matching for Text Guided Medical Image Segmentation. - Wenting Chen; Jie Liu 044; Tianming Liu 001; Yixuan Yuan (Int. J. Comput. Vis., 2025)

Advancing Embodied Intelligence in Robotic-Assisted Endovascular Procedures: A Systematic Review of AI Solutions. - Tianliang Yao; Bo Lu 001; Markus Kowarschik; Yixuan Yuan; Hubin Zhao; Sebastien Ourselin; Kaspar Althoefer; Junbo Ge; Peng Qi 001 (CoRR, 2025)

DEeR: Deviation Eliminating and Noise Regulating for Privacy-Preserving Federated Low-Rank Adaptation. - Meilu Zhu; Axiu Mao; Jun Liu 007; Yixuan Yuan (IEEE Trans. Medical Imaging, 2025)

X-GRM: Large Gaussian Reconstruction Model for Sparse-view X-rays to Computed Tomography. - Yifan Liu 010; Wuyang Li; Weihao Yu 005; Chenxin Li; Alexandre Alahi; Max Meng; Yixuan Yuan (CoRR, 2025)

A Comprehensive Evaluation of Multi-Modal Large Language Models for Endoscopy Analysis. - Shengyuan Liu; Boyun Zheng; Wenting Chen; Zhihao Peng 002; Zhenfei Yin; Jing Shao; Jiancong Hu; Yixuan Yuan (CoRR, 2025)

TumorGen: Boundary-Aware Tumor-Mask Synthesis with Rectified Flow Matching. - Shengyuan Liu; Wenting Chen; Boyun Zheng; Wentao Pan 001; Xiang Li 001; Yixuan Yuan (CoRR, 2025)

Progressive Distillation With Optimal Transport for Federated Incomplete Multi-Modal Learning of Brain Tumor Segmentation. - Qiushi Yang; Meilu Zhu; Yat Ming Peter Woo; Leanne Lai-Hang Chan; Yixuan Yuan (IEEE J. Biomed. Health Informatics, 2025)

Towards a general-purpose foundation model for fMRI analysis. - Cheng Wang; Yu Jiang; Zhihao Peng 002; Chenxin Li; Changbae Bang; Lin Zhao 004; Jinglei Lv; Jorge Sepulcre; Carl Yang 001; Lifang He 001; Tianming Liu 001; Daniel Barron; et al. (CoRR, 2025)

Voxel-Level Brain States Prediction Using Swin Transformer. - Yifei Sun; Daniel Chahine; Qinghao Wen; Tianming Liu 001; Xiang Li 001; Yixuan Yuan; Fernando Calamante; Jinglei Lv (CoRR, 2025)

RadFabric: Agentic AI System with Reasoning Capability for Radiology. - Wenting Chen; Yi Dong; Zhaojun Ding; Yucheng Shi; Yifan Zhou; Fang Zeng; Yijun Luo; Tianyu Lin; Yihang Su; Yichen Wu; Kai Zhang 039; Zhen Xiang; et al. (CoRR, 2025)

Real-Time 3D Guidewire Reconstruction from Intraoperative DSA Images for Robot-Assisted Endovascular Interventions. - Tianliang Yao; Bingrui Li; Bo Lu 001; Zhiqiang Pei; Yixuan Yuan; Peng Qi 001 (CoRR, 2025)

Relation-Guided Versatile Regularization for Federated Semi-Supervised Learning. - Qiushi Yang; Zhen Chen 013; Zhe Peng; Yixuan Yuan (Int. J. Comput. Vis., 2025)

Fuzzy Multivariate Variational Mode Decomposition With Applications in EEG Analysis. - Hongkai Tang; Xun Yang 001; Yixuan Yuan; Pierre-Paul Vidal; Danping Wang; Jiuwen Cao; Duanpo Wu (IEEE Trans. Fuzzy Syst., 2025)

Foundation Model-Guided Gaussian Splatting for 4D Reconstruction of Deformable Tissues. - Yifan Liu 010; Chenxin Li; Hengyu Liu 007; Chen Yang 026; Yixuan Yuan (IEEE Trans. Medical Imaging, 2025)

Real-Time Guidewire Tip Tracking Using a Siamese Network for Image-Guided Endovascular Procedures. - Tianliang Yao; Zhiqiang Pei; Yong Li; Yixuan Yuan; Peng Qi 001 (CoRR, 2025)

Age Sensitive Hippocampal Functional Connectivity: New Insights from 3D CNNs and Saliency Mapping. - Yifei Sun; Marshall A. Dalton; Robert D. Sanders; Yixuan Yuan; Xiang Li 001; Sharon L. Naismith; Fernando Calamante; Jinglei Lv (CoRR, 2025)

EndoGen: Conditional Autoregressive Endoscopic Video Generation. - Xinyu Liu 001; Hengyu Liu 007; Cheng Wang; Tianming Liu 001; Yixuan Yuan (CoRR, 2025)

Adaptive Cluster Collaborativeness Boosts LLMs Medical Decision Support Capacity. - Zhihao Peng 002; Liuxin Bao; Shengyuan Liu; Yixuan Yuan (CoRR, 2025)

Medical Reasoning in the Era of LLMs: A Systematic Review of Enhancement Techniques and Applications. - Wenxuan Wang 001; Zizhan Ma; Meidan Ding; Shiyi Zheng; Shengyuan Liu; Jie Liu 044; Jiaming Ji; Wenting Chen; Xiang Li 001; Linlin Shen; Yixuan Yuan (CoRR, 2025)

MetaScope: Optics-Driven Neural Network for Ultra-Micro Metalens Endoscopy. - Wuyang Li; Wentao Pan 001; Xiaoyuan Liu; Zhendong Luo; Chenxin Li; Hengyu Liu 007; Din Ping Tsai; Mu Ku Chen; Yixuan Yuan (CoRR, 2025)

Expertise-aware Multi-LLM Recruitment and Collaboration for Medical Decision-Making. - Liuxin Bao; Zhihao Peng 002; Xiaofei Zhou; Runmin Cong; Jiyong Zhang; Yixuan Yuan (CoRR, 2025)

LLM-Guided Decoupled Probabilistic Prompt for Continual Learning in Medical Image Diagnosis. - Yiwen Luo; Wuyang Li; Cheng Chen; Xiang Li 001; Tianming Liu 001; Tianye Niu; Yixuan Yuan (IEEE Trans. Medical Imaging, 2025)