X2CT-GAN: Reconstructing CT From Biplanar X-Rays With Generative Adversarial Networks. - Xingde Ying; Heng Guo 003; Kai Ma 002; Jian Wu; Zhengxin Weng; Yefeng Zheng 001 (CVPR, 2019)

Seg4Reg Networks for Automated Spinal Curvature Estimation. - Yi Lin 009; Hong-Yu Zhou; Kai Ma 002; Xin Yang 008; Yefeng Zheng 001 (CSI@MICCAI, 2019)

Multi-task Neural Networks with Spatial Activation for Retinal Vessel Segmentation and Artery/Vein Classification. - Wenao Ma; Shuang Yu; Kai Ma 002; Jiexiang Wang; Xinghao Ding; Yefeng Zheng 001 (MICCAI (1), 2019)

Attentive CT Lesion Detection Using Deep Pyramid Inference with Multi-scale Booster. - Qingbin Shao; Lijun Gong; Kai Ma 002; Hualuo Liu; Yefeng Zheng 001 (MICCAI (6), 2019)

Pairwise Semantic Segmentation via Conjugate Fully Convolutional Network. - Renzhen Wang; Shilei Cao 001; Kai Ma 002; Deyu Meng; Yefeng Zheng 001 (MICCAI (6), 2019)

Self-supervised Feature Learning for 3D Medical Images by Playing a Rubik's Cube. - Xinrui Zhuang; Yuexiang Li; Yifan Hu; Kai Ma 002; Yujiu Yang; Yefeng Zheng 001 (MICCAI (4), 2019)

Med3D: Transfer Learning for 3D Medical Image Analysis. - Sihong Chen; Kai Ma 002; Yefeng Zheng 001 (CoRR, 2019)

TAN: Temporal Affine Network for Real-Time Left Ventricle Anatomical Structure Analysis Based on 2D Ultrasound Videos. - Sihong Chen; Kai Ma 002; Yefeng Zheng 001 (CoRR, 2019)

Semi-supervised Breast Lesion Detection in Ultrasound Video Based on Temporal Coherence. - Sihong Chen; Weiping Yu; Kai Ma 002; Xinlong Sun; Xiaona Lin; Desheng Sun; Yefeng Zheng 001 (CoRR, 2019)

Uncertainty-Guided Domain Alignment for Layer Segmentation in OCT Images. - Jiexiang Wang; Cheng Bian; Meng Li; Xin Yang 009; Kai Ma 002; Wenao Ma; Jin Yuan; Xinghao Ding; Yefeng Zheng 001 (CoRR, 2019)

Identification of primary angle-closure on AS-OCT images with Convolutional Neural Networks. - Chenglang Yuan; Cheng Bian; Hongjian Kang; Shu Liang; Kai Ma 002; Yefeng Zheng 001 (CoRR, 2019)

Generative Adversarial Networks for Video-to-Video Domain Adaptation. - Jiawei Chen 009; Yuexiang Li; Kai Ma 002; Yefeng Zheng 001 (AAAI, 2020)

LT-Net: Label Transfer by Learning Reversible Voxel-Wise Correspondence for One-Shot Medical Image Segmentation. - Shuxin Wang; Shilei Cao 001; Dong Wei 004; Renzhen Wang; Kai Ma 002; Liansheng Wang; Deyu Meng; Yefeng Zheng 001 (CVPR, 2020)

Dual Adversarial Network for Deep Active Learning. - Shuo Wang 008; Yuexiang Li; Kai Ma 002; Ruhui Ma; Haibing Guan; Yefeng Zheng 001 (ECCV (24), 2020)

Self-Supervised CycleGAN for Object-Preserving Image-to-Image Domain Adaptation. - Xinpeng Xie; Jiawei Chen 009; Yuexiang Li; Linlin Shen; Kai Ma 002; Yefeng Zheng 001 (ECCV (20), 2020)

Deep Image Clustering with Category-Style Representation. - Junjie Zhao; Donghuan Lu; Kai Ma 002; Yu Zhang 185; Yefeng Zheng 001 (ECCV (14), 2020)

Cross-denoising Network against Corrupted Labels in Medical Image Segmentation with Domain Shift. - Qinming Zhang; Luyan Liu; Kai Ma 002; Cheng Zhuo; Yefeng Zheng 001 (IJCAI, 2020)

TR-GAN: Topology Ranking GAN with Triplet Loss for Retinal Artery/Vein Classification. - Wenting Chen; Shuang Yu; Junde Wu; Kai Ma 002; Cheng Bian; Chunyan Chu; Linlin Shen; Yefeng Zheng 001 (MICCAI (5), 2020)

Distractor-Aware Neuron Intrinsic Learning for Generic 2D Medical Image Classifications. - Lijun Gong; Kai Ma 002; Yefeng Zheng 001 (MICCAI (2), 2020)

Self-Loop Uncertainty: A Novel Pseudo-Label for Semi-supervised Medical Image Segmentation. - Yuexiang Li; Jiawei Chen 009; Xinpeng Xie; Kai Ma 002; Yefeng Zheng 001 (MICCAI (1), 2020)

Superpixel-Guided Label Softening for Medical Image Segmentation. - Hang Li; Dong Wei 004; Shilei Cao 001; Kai Ma 002; Liansheng Wang; Yefeng Zheng 001 (MICCAI (4), 2020)

GREEN: a Graph REsidual rE-ranking Network for Grading Diabetic Retinopathy. - Shaoteng Liu; Lijun Gong; Kai Ma 002; Yefeng Zheng 001 (MICCAI (5), 2020)

Learning Crisp Edge Detector Using Logical Refinement Network. - Luyan Liu; Kai Ma 002; Yefeng Zheng 001 (MICCAI (4), 2020)

Cerebral Aneurysm Rupture Risk Estimation Using XGBoost and Fully Connected Neural Network. - Yanfei Liu; Yunqiao Yang; Yi Lin 009; Yuexiang Li; Dong Wei 004; Kai Ma 002; Yefeng Zheng 001 (CADA@MICCAI, 2020)

A Macro-Micro Weakly-Supervised Framework for AS-OCT Tissue Segmentation. - Munan Ning; Cheng Bian; Donghuan Lu; Hong-Yu Zhou; Shuang Yu; Chenglang Yuan; Yang Guo 003; Yaohua Wang; Kai Ma 002; Yefeng Zheng 001 (MICCAI (5), 2020)

Ensembled ResUnet for Anatomical Brain Barriers Segmentation. - Munan Ning; Cheng Bian; Chenglang Yuan; Kai Ma 002; Yefeng Zheng 001 (MICCAI (Challenges), 2020)

Revisiting Rubik's Cube: Self-supervised Learning with Volume-Wise Transformation for 3D Medical Image Segmentation. - Xing Tao; Yuexiang Li; Wenhui Zhou 001; Kai Ma 002; Yefeng Zheng 001 (MICCAI (4), 2020)

Learning and Exploiting Interclass Visual Correlations for Medical Image Classification. - Dong Wei 004; Shilei Cao 001; Kai Ma 002; Yefeng Zheng 001 (MICCAI (1), 2020)

Leveraging Undiagnosed Data for Glaucoma Classification with Teacher-Student Learning. - Junde Wu; Shuang Yu; Wenting Chen; Kai Ma 002; Rao Fu; Hanruo Liu; Xiaoguang Di; Yefeng Zheng 001 (MICCAI (1), 2020)

MI2GAN: Generative Adversarial Network for Medical Image Domain Adaptation Using Mutual Information Constraint. - Xinpeng Xie; Jiawei Chen 009; Yuexiang Li; Linlin Shen; Kai Ma 002; Yefeng Zheng 001 (MICCAI (2), 2020)

Instance-Aware Self-supervised Learning for Nuclei Segmentation. - Xinpeng Xie; Jiawei Chen 009; Yuexiang Li; Linlin Shen; Kai Ma 002; Yefeng Zheng 001 (MICCAI (5), 2020)

Difficulty-Aware Glaucoma Classification with Multi-rater Consensus Modeling. - Shuang Yu; Hong-Yu Zhou; Kai Ma 002; Cheng Bian; Chunyan Chu; Hanruo Liu; Yefeng Zheng 001 (MICCAI (1), 2020)

Comparing to Learn: Surpassing ImageNet Pretraining on Radiographs by Comparing Image Representations. - Hong-Yu Zhou; Shuang Yu; Cheng Bian; Yifan Hu; Kai Ma 002; Yefeng Zheng 001 (MICCAI (1), 2020)

Quality Control of Neuron Reconstruction Based on Deep Learning. - Donghuan Lu; Sujun Zhao; Peng Xie; Kai Ma 002; Lijuan Liu; Yefeng Zheng 001 (CoRR, 2020)

MI^2GAN: Generative Adversarial Network for Medical Image Domain Adaptation using Mutual Information Constraint. - Xinpeng Xie; Jiawei Chen 009; Yuexiang Li; Linlin Shen; Kai Ma 002; Yefeng Zheng 001 (CoRR, 2020)

Uncertainty-aware domain alignment for anatomical structure segmentation. - Cheng Bian; Chenglang Yuan; Jiexiang Wang; Meng Li; Xin Yang 009; Shuang Yu; Kai Ma 002; Jin Yuan; Yefeng Zheng 001 (Medical Image Anal., 2020)

Rubik's Cube+: A self-supervised feature learning framework for 3D medical image analysis. - Jiuwen Zhu; Yuexiang Li; Yifan Hu; Kai Ma 002; S. Kevin Zhou; Yefeng Zheng 001 (Medical Image Anal., 2020)

A Deep Learning Method for Improving the Classification Accuracy of SSMVEP-Based BCI. - Zhongke Gao; Tao Yuan; Xinjun Zhou; Chao Ma 015; Kai Ma 002; Pan Hui 001 (IEEE Trans. Circuits Syst., 2020)

Efficient and Effective Training of COVID-19 Classification Networks With Self-Supervised Dual-Track Learning to Rank. - Yuexiang Li; Dong Wei 004; Jiawei Chen 009; Shilei Cao 001; Hongyu Zhou; Yanchun Zhu; Jianrong Wu; Lan Lan 002; Wenbo Sun; Tianyi Qian; Kai Ma 002; Haibo Xu; et al. (IEEE J. Biomed. Health Informatics, 2020)

Computer-Aided Cervical Cancer Diagnosis Using Time-Lapsed Colposcopic Images. - Yuexiang Li; Jiawei Chen 009; Peng Xue; Chao Tang; Jia Chang; Chunyan Chu; Kai Ma 002; Qing Li; Yefeng Zheng 001; Youlin Qiao (IEEE Trans. Medical Imaging, 2020)

Conquering Data Variations in Resolution: A Slice-Aware Multi-Branch Decoder Network. - Shuxin Wang; Shilei Cao 001; Zhizhong Chai; Dong Wei 004; Kai Ma 002; Liansheng Wang; Yefeng Zheng 001 (IEEE Trans. Medical Imaging, 2020)

Alternative Baselines for Low-Shot 3D Medical Image Segmentation - An Atlas Perspective. - Shuxin Wang; Shilei Cao 001; Dong Wei 004; Cong Xie; Kai Ma 002; Liansheng Wang; Deyu Meng; Yefeng Zheng 001 (AAAI, 2021)

Alleviating Noisy-label Effects in Image Classification via Probability Transition Matrix. - Ziqi Zhang; Yuexiang Li; Hongxin Wei; Kai Ma 002; Tao Xu; Yefeng Zheng 001 (BMVC, 2021)

Calibrated RGB-D Salient Object Detection. - Wei Ji 011; Jingjing Li; Shuang Yu; Miao Zhang 004; Yongri Piao; Shunyu Yao 004; Qi Bi; Kai Ma 002; Yefeng Zheng 001; Huchuan Lu; Li Cheng 001 (CVPR, 2021)

Learning Calibrated Medical Image Segmentation via Multi-Rater Agreement Modeling. - Wei Ji 011; Shuang Yu; Junde Wu; Kai Ma 002; Cheng Bian; Qi Bi; Jingjing Li; Hanruo Liu; Li Cheng 001; Yefeng Zheng 001 (CVPR, 2021)

Multi-Anchor Active Domain Adaptation for Semantic Segmentation. - Munan Ning; Donghuan Lu; Dong Wei 004; Cheng Bian; Chenglang Yuan; Shuang Yu; Kai Ma 002; Yefeng Zheng 001 (ICCV, 2021)

Stabilized Medical Image Attacks. - Gege Qi; Lijun Gong; Yibing Song; Kai Ma 002; Yefeng Zheng 001 (ICLR, 2021)

Feature Library: A Benchmark for Cervical Lesion Segmentation. - Yuexiang Li; Jiawei Chen 009; Kai Ma 002; Yefeng Zheng 001 (IPMI, 2021)

A New Bidirectional Unsupervised Domain Adaptation Segmentation Framework. - Munan Ning; Cheng Bian; Dong Wei 004; Shuang Yu; Chenglang Yuan; Yaohua Wang; Yang Guo 003; Kai Ma 002; Yefeng Zheng 001 (IPMI, 2021)

Generalized Organ Segmentation by Imitating One-Shot Reasoning Using Anatomical Correlation. - Hong-Yu Zhou; Hualuo Liu; Shilei Cao 001; Dong Wei 004; Chixiang Lu; Yizhou Yu; Kai Ma 002; Yefeng Zheng 001 (IPMI, 2021)

The Winner of Age Challenge: Going One Step Further From Keypoint Detection to Scleral Spur Localization. - Xing Tao; Chenglang Yuan; Cheng Bian; Yuexiang Li; Kai Ma 002; Dong Ni 001; Yefeng Zheng 001 (ISBI, 2021)

Recist-Net: Lesion Detection Via Grouping Keypoints On Recist-Based Annotation. - Cong Xie; Shilei Cao 001; Dong Wei 004; Hongyu Zhou; Kai Ma 002; Xianli Zhang; Buyue Qian; Liansheng Wang; Yefeng Zheng 001 (ISBI, 2021)

Learning Shape Priors by Pairwise Comparison for Robust Semantic Segmentation. - Cong Xie; Hualuo Liu; Shilei Cao 001; Dong Wei 004; Kai Ma 002; Liansheng Wang; Yefeng Zheng 001 (ISBI, 2021)

Local-Global Dual Perception Based Deep Multiple Instance Learning for Retinal Disease Classification. - Qi Bi; Shuang Yu; Wei Ji 011; Cheng Bian; Lijun Gong; Hanruo Liu; Kai Ma 002; Yefeng Zheng 001 (MICCAI (8), 2021)

Deep Reinforcement Exemplar Learning for Annotation Refinement. - Yuexiang Li; Nanjun He; Sixiang Peng; Kai Ma 002; Yefeng Zheng 001 (MICCAI (8), 2021)

Triplet-Branch Network with Prior-Knowledge Embedding for Fatigue Fracture Grading. - Yuexiang Li; Yanping Wang; Guang Lin; Yi Lin 009; Dong Wei 004; Qirui Zhang 004; Kai Ma 002; Guangming Lu 001; Zhiqiang Zhang; Yefeng Zheng 001 (MICCAI (5), 2021)

Seg4Reg+: Consistency Learning Between Spine Segmentation and Cobb Angle Regression. - Yi Lin 009; Luyan Liu; Kai Ma 002; Yefeng Zheng 001 (MICCAI (5), 2021)

Simultaneous Alignment and Surface Regression Using Hybrid 2D-3D Networks for 3D Coherent Layer Segmentation of Retina OCT Images. - Hong Liu; Dong Wei 004; Donghuan Lu; Yuexiang Li; Kai Ma 002; Liansheng Wang; Yefeng Zheng 001 (MICCAI (8), 2021)

Unsupervised Representation Learning Meets Pseudo-Label Supervised Self-Distillation: A New Approach to Rare Disease Classification. - Jinghan Sun; Dong Wei 004; Kai Ma 002; Liansheng Wang; Yefeng Zheng 001 (MICCAI (5), 2021)

InDuDoNet: An Interpretable Dual Domain Network for CT Metal Artifact Reduction. - Hong Wang 021; Yuexiang Li; Haimiao Zhang; Jiawei Chen 009; Kai Ma 002; Deyu Meng; Yefeng Zheng 001 (MICCAI (6), 2021)

Training Automatic View Planner for Cardiac MR Imaging via Self-supervision by Spatial Relationship Between Views. - Dong Wei 004; Kai Ma 002; Yefeng Zheng 001 (MICCAI (6), 2021)

Noisy Labels are Treasure: Mean-Teacher-Assisted Confident Learning for Hepatic Vessel Segmentation. - Zhe Xu 012; Donghuan Lu; Yixin Wang 003; Jie Luo 003; Jagadeesan Jayender; Kai Ma 002; Yefeng Zheng 001; Xiu Li 001 (MICCAI (1), 2021)

A Hierarchical Feature Constraint to Camouflage Medical Adversarial Attacks. - Qingsong Yao; Zecheng He; Yi Lin 009; Kai Ma 002; Yefeng Zheng 001; S. Kevin Zhou (MICCAI (3), 2021)

MIL-VT: Multiple Instance Learning Enhanced Vision Transformer for Fundus Image Classification. - Shuang Yu; Kai Ma 002; Qi Bi; Cheng Bian; Munan Ning; Nanjun He; Yuexiang Li; Hanruo Liu; Yefeng Zheng 001 (MICCAI (8), 2021)

MixSearch: Searching for Domain Generalized Medical Image Segmentation Architectures. - Luyan Liu; Zhiwei Wen; Songwei Liu; Hong-Yu Zhou; Hongwei Zhu; Weicheng Xie 001; Linlin Shen; Kai Ma 002; Yefeng Zheng 001 (CoRR, 2021)

LE-NAS: Learning-based Ensenble with NAS for Dose Prediction. - Yi Lin 009; Yanfei Liu; Jingguang Liu; Guocai Liu; Kai Ma 002; Yefeng Zheng 001 (CoRR, 2021)

Residual Moment Loss for Medical Image Segmentation. - Quanziang Wang; Renzhen Wang; Yuexiang Li; Kai Ma 002; Yefeng Zheng 001; Deyu Meng (CoRR, 2021)

Mutual-GAN: Towards Unsupervised Cross-Weather Adaptation with Mutual Information Constraint. - Jiawei Chen 009; Yuexiang Li; Kai Ma 002; Yefeng Zheng 001 (CoRR, 2021)

Double-Uncertainty Assisted Spatial and Temporal Regularization Weighting for Learning-based Registration. - Zhe Xu 012; Jie Luo 003; Donghuan Lu; Jiangpeng Yan; Jayender Jagadeesan; William M. Wells III; Sarah F. Frisken; Kai Ma 002; Yefeng Zheng 001; Raymond Kai-Yu Tong (CoRR, 2021)

A New Bidirectional Unsupervised Domain Adaptation Segmentation Framework. - Munan Ning; Cheng Bian; Dong Wei 004; Chenglang Yuan; Yaohua Wang; Yang Guo 003; Kai Ma 002; Yefeng Zheng 001 (CoRR, 2021)

Revisiting Experience Replay: Continual Learning by Adaptively Tuning Task-wise Relationship. - Quanziang Wang; Yuexiang Li; Dong Wei 004; Renzhen Wang; Kai Ma 002; Yefeng Zheng 001; Deyu Meng (CoRR, 2021)

GRAND: A large-scale dataset and benchmark for cervical intraepithelial Neoplasia grading with fine-grained lesion description. - Yuexiang Li; Zhi-Hua Liu; Peng Xue; Jiawei Chen 009; Kai Ma 002; Tianyi Qian; Yefeng Zheng 001; Youlin Qiao (Medical Image Anal., 2021)

S-CUDA: Self-cleansing unsupervised domain adaptation for medical image segmentation. - Luyan Liu; Zhengdong Zhang; Shuai Li 001; Kai Ma 002; Yefeng Zheng 001 (Medical Image Anal., 2021)

Pairwise learning for medical image segmentation. - Renzhen Wang; Shilei Cao 001; Kai Ma 002; Yefeng Zheng 001; Deyu Meng (Medical Image Anal., 2021)

A Channel-Fused Dense Convolutional Network for EEG-Based Emotion Recognition. - Zhongke Gao; Xinmin Wang; Yuxuan Yang 001; Yanli Li; Kai Ma 002; Guanrong Chen (IEEE Trans. Cogn. Dev. Syst., 2021)

A Unified Framework for Generalized Low-Shot Medical Image Segmentation With Scarce Data. - Hengji Cui; Dong Wei 004; Kai Ma 002; Shi Gu; Yefeng Zheng 001 (IEEE Trans. Medical Imaging, 2021)

Anomaly Detection for Medical Images Using Self-Supervised and Translation-Consistent Features. - He Zhao 002; Yuexiang Li; Nanjun He; Kai Ma 002; Leyuan Fang; Huiqi Li; Yefeng Zheng 001 (IEEE Trans. Medical Imaging, 2021)

Deep Representation-Based Domain Adaptation for Nonstationary EEG Classification. - He Zhao 002; Qingqing Zheng; Kai Ma 002; Huiqi Li; Yefeng Zheng 001 (IEEE Trans. Neural Networks Learn. Syst., 2021)

Classification of EEG Signals on VEP-Based BCI Systems With Broad Learning. - Zhongke Gao; Wei-Dong Dang; Mingxu Liu; Wei Guo 026; Kai Ma 002; Guanrong Chen (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Boost Supervised Pretraining for Visual Transfer Learning: Implications of Self-Supervised Contrastive Representation Learning. - Jinghan Sun; Dong Wei 004; Kai Ma 002; Liansheng Wang; Yefeng Zheng 001 (AAAI, 2022)

Dense Cross-Query-and-Support Attention Weighted Mask Aggregation for Few-Shot Segmentation. - Xinyu Shi; Dong Wei 004; Yu Zhang 185; Donghuan Lu; Munan Ning; Jiashun Chen; Kai Ma 002; Yefeng Zheng 001 (ECCV (20), 2022)

Label Propagation for Annotation-Efficient Nuclei Segmentation from Pathology Images. - Yi Lin 009; Zhiyong Qu; Hao Chen 011; Zhongke Gao; Yuexiang Li; Lili Xia; Kai Ma 002; Yefeng Zheng 001; Kwang-Ting Cheng (CoRR, 2022)

DFTR: Depth-supervised Hierarchical Feature Fusion Transformer for Salient Object Detection. - Heqin Zhu; Xu Sun 006; Yuexiang Li; Kai Ma 002; S. Kevin Zhou; Yefeng Zheng 001 (CoRR, 2022)

Cross-Domain Gated Learning for Domain Generalization. - Dapeng Du; Jiawei Chen 009; Yuexiang Li; Kai Ma 002; Gangshan Wu; Yefeng Zheng 001; Limin Wang 002 (Int. J. Comput. Vis., 2022)

TW-GAN: Topology and width aware GAN for retinal artery/vein classification. - Wenting Chen; Shuang Yu; Kai Ma 002; Wei Ji 011; Cheng Bian; Chunyan Chu; Linlin Shen; Yefeng Zheng 001 (Medical Image Anal., 2022)

Mix-and-Interpolate: A Training Strategy to Deal With Source-Biased Medical Data. - Yuexiang Li; Jiawei Chen 009; Dong Wei 004; Yanchun Zhu; Jianrong Wu; Junfeng Xiong; Yadong Gang; Wenbo Sun; Haibo Xu; Tianyi Qian; Kai Ma 002; Yefeng Zheng 001 (IEEE J. Biomed. Health Informatics, 2022)

All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-Supervised Medical Image Segmentation. - Zhe Xu 012; Yixin Wang 003; Donghuan Lu; Lequan Yu; Jiangpeng Yan; Jie Luo 003; Kai Ma 002; Yefeng Zheng 001; Raymond Kai-Yu Tong (IEEE J. Biomed. Health Informatics, 2022)

Domain Adaptation Meets Zero-Shot Learning: An Annotation-Efficient Approach to Multi-Modality Medical Image Segmentation. - Cheng Bian; Chenglang Yuan; Kai Ma 002; Shuang Yu; Dong Wei 004; Yefeng Zheng 001 (IEEE Trans. Medical Imaging, 2022)

Beyond Mutual Information: Generative Adversarial Network for Domain Adaptation Using Information Bottleneck Constraint. - Jiawei Chen 009; Ziqi Zhang; Xinpeng Xie; Yuexiang Li; Tao Xu; Kai Ma 002; Yefeng Zheng 001 (IEEE Trans. Medical Imaging, 2022)

DICDNet: Deep Interpretable Convolutional Dictionary Network for Metal Artifact Reduction in CT Images. - Hong Wang 021; Yuexiang Li; Nanjun He; Kai Ma 002; Deyu Meng; Yefeng Zheng 001 (IEEE Trans. Medical Imaging, 2022)

Anti-Interference From Noisy Labels: Mean-Teacher-Assisted Confident Learning for Medical Image Segmentation. - Zhe Xu 012; Donghuan Lu; Jie Luo 003; Yixin Wang 003; Jiangpeng Yan; Kai Ma 002; Yefeng Zheng 001; Raymond Kai-Yu Tong (IEEE Trans. Medical Imaging, 2022)

Multiattention Adaptation Network for Motor Imagery Recognition. - Peiyin Chen; Zhongke Gao; Miaomiao Yin; Jialing Wu; Kai Ma 002; Celso Grebogi (IEEE Trans. Syst. Man Cybern. Syst., 2022)

A New Perspective to Boost Vision Transformer for Medical Image Classification. - Yuexiang Li; Yawen Huang; Nanjun He; Kai Ma 002; Yefeng Zheng 001 (CoRR, 2023)

Nuclei segmentation with point annotations from pathology images via self-supervised learning and co-training. - Yi Lin 009; Zhiyong Qu; Hao Chen 011; Zhongke Gao; Yuexiang Li; Lili Xia; Kai Ma 002; Yefeng Zheng 001; Kwang-Ting Cheng (Medical Image Anal., 2023)

MIL-ViT: A multiple instance vision transformer for fundus image classification. - Qi Bi; Xu Sun 006; Shuang Yu; Kai Ma 002; Cheng Bian; Munan Ning; Nanjun He; Yawen Huang; Yuexiang Li; Hanruo Liu; Yefeng Zheng 001 (J. Vis. Commun. Image Represent., 2023)

StableDrag: Stable Dragging for Point-Based Image Editing. - Yutao Cui; Xiaotong Zhao; Guozhen Zhang; Shengming Cao; Kai Ma 002; Limin Wang 002 (ECCV (58), 2024)

VFIMamba: Video Frame Interpolation with State Space Models. - Guozhen Zhang; Chunxu Liu; Yutao Cui; Xiaotong Zhao; Kai Ma 002; Limin Wang 002 (NeurIPS, 2024)

Triplet-branch network with contrastive prior-knowledge embedding for disease grading. - Yuexiang Li; Yanping Wang; Guang Lin; Yawen Huang; Jingxin Liu; Yi Lin 009; Dong Wei 004; Qirui Zhang 004; Kai Ma 002; Zhiqiang Zhang; Guangming Lu 001; Yefeng Zheng 001 (Artif. Intell. Medicine, 2024)

QUBIQ: Uncertainty Quantification for Biomedical Image Segmentation Challenge. - Hongwei Bran Li; Fernando Navarro; Ivan Ezhov; Amirhossein Bayat; Dhritiman Das; Florian Kofler; Suprosanna Shit; Diana Waldmannstetter; Johannes C. Paetzold; Xiaobin Hu; Benedikt Wiestler; Lucas Zimmer; et al. (CoRR, 2024)

Dynamic and Compressive Adaptation of Transformers From Images to Videos. - Guozhen Zhang; Jingyu Liu; Shengming Cao; Xiaotong Zhao; Kevin Zhao; Kai Ma 002; Limin Wang 002 (CoRR, 2024)

Improving vision transformer for medical image classification via token-wise perturbation. - Yuexiang Li; Yawen Huang; Nanjun He; Kai Ma 002; Yefeng Zheng 001 (J. Vis. Commun. Image Represent., 2024)

Relational Experience Replay: Continual Learning by Adaptively Tuning Task-Wise Relationship. - Quanziang Wang; Renzhen Wang; Yuexiang Li; Dong Wei 004; Hong Wang 021; Kai Ma 002; Yefeng Zheng 001; Deyu Meng (IEEE Trans. Multim., 2024)

Unsupervised Domain Adaptation for Medical Image Segmentation by Disentanglement Learning and Self-Training. - Qingsong Xie; Yuexiang Li; Nanjun He; Munan Ning; Kai Ma 002; Guoxing Wang; Yong Lian 001; Yefeng Zheng 001 (IEEE Trans. Medical Imaging, 2024)

Adversarial Medical Image With Hierarchical Feature Hiding. - Qingsong Yao; Zecheng He; Yuexiang Li; Yi Lin 009; Kai Ma 002; Yefeng Zheng 001; S. Kevin Zhou (IEEE Trans. Medical Imaging, 2024)

LENAS: Learning-Based Neural Architecture Search and Ensemble for 3-D Radiotherapy Dose Prediction. - Yi Lin 009; Yanfei Liu; Hao Chen 011; Xin Yang 008; Kai Ma 002; Yefeng Zheng 001; Kwang-Ting Cheng (IEEE Trans. Cybern., 2024)

Motion-Aware Generative Frame Interpolation. - Guozhen Zhang; Yuhan Zhu; Yutao Cui; Xiaotong Zhao; Kai Ma 002; Limin Wang 002 (CoRR, 2025)