Yuexiang Li

155 papers A* 23A 1B 2Misc 1Journal 92Unranked 36
YearRankTypeTitle / Venue / Authors
2026 J jnl
MUSCLE: A New Perspective to Multi-Scale Fusion for Medical Image Classification Based on the Theory of Evidence.
IEEE Trans. Medical Imaging
Junlai Qiu, Junyue Cao, Yawen Huang, Ziwei Zhu, Fubo Wang, Cheng Lu, Yuexiang Li, Yefeng Zheng
2026 J jnl
Open-world Weakly-Supervised Object Localization.
Pattern Recognit.
Jinheng Xie, Zhaochuan Luo, Rouyi Li, Yawen Huang, Haozhe Liu, Yuexiang Li, Yefeng Zheng, Yang Zhang, Linlin Shen, Mike Zheng Shou
2025 J jnl
A Hybrid Framework Bridging CNN and ViT based on Theory of Evidence for Diabetic Retinopathy Grading.
CoRR
Junlai Qiu, Yunzhu Chen, Hao Zheng, Yawen Huang, Yuexiang Li
2025 A* conf
A Simple Data Augmentation for Feature Distribution Skewed Federated Learning.
CVPR
Yunlu Yan, Huazhu Fu, Yuexiang Li, Jinheng Xie, Jun Ma, Guang Yang, Lei Zhu
2025 A* conf
AtlantisGS: Underwater Sparse-View Scene Reconstruction via Gaussian Splatting.
ACM Multimedia
Jingjun Yi, Qi Bi, Hao Zheng, Huimin Huang, Haolan Zhan, Yixian Shen, Wei Ji, Yawen Huang, Yuexiang Li, Xian Wu, Yefeng Zheng
2025 — conf
D-CAM: Learning Generalizable Weakly-Supervised Medical Image Segmentation from Domain-Invariant CAM.
MICCAI (5)
Jingjun Yi, Qi Bi, Hao Zheng, Haolan Zhan, Wei Ji, Huimin Huang, Yuexiang Li, Shaoxin Li, Xian Wu, Yefeng Zheng, Feiyue Huang
2025 A* conf
DGFamba: Learning Flow Factorized State Space for Visual Domain Generalization.
AAAI
Qi Bi, Jingjun Yi, Hao Zheng, Haolan Zhan, Wei Ji, Yawen Huang, Yuexiang Li
2025 J jnl
DGFamba: Learning Flow Factorized State Space for Visual Domain Generalization.
CoRR
Qi Bi, Jingjun Yi, Hao Zheng, Haolan Zhan, Wei Ji, Yawen Huang, Yuexiang Li
2025 J jnl
Federated Pseudo Modality Generation for Incomplete Multi-Modal MRI Reconstruction.
IEEE J. Biomed. Health Informatics
Yunlu Yan, Chun-Mei Feng, Yuexiang Li, Ping Li, Rick Siow Mong Goh, Baiying Lei, Weiming Wang, David Dagan Feng, Lei Zhu
2025 J jnl
GAD: Domain generalized diabetic retinopathy grading by grade-aware de-stylization.
Pattern Recognit.
Qi Bi, Jingjun Yi, Hao Zheng, Haolan Zhan, Yawen Huang, Wei Ji, Yuexiang Li, Yefeng Zheng
2025 — conf
Learning Generalizable Diabetic Retinopathy Grading by Decoupled State Space Decoding.
ICCVW
Jingjun Yi, Qi Bi, Hao Zheng, Haolan Zhan, Wei Ji, Huimin Huang, Yuexiang Li, Xian Wu, Yefeng Zheng
2025 J jnl
Learning Generalized Medical Image Representation by Decoupled Feature Queries.
IEEE Trans. Pattern Anal. Mach. Intell.
Qi Bi, Jingjun Yi, Hao Zheng, Wei Ji, Yawen Huang, Yuexiang Li, Yefeng Zheng
2025 J jnl
Learning to Generalize Heterogeneous Representation for Cross-Modality Image Synthesis via Multiple Domain Interventions.
Int. J. Comput. Vis.
Yawen Huang, Huimin Huang, Hao Zheng, Yuexiang Li, Feng Zheng, Xiantong Zhen, Yefeng Zheng
2025 A* conf
NightAdapter: Learning a Frequency Adapter for Generalizable Night-time Scene Segmentation.
CVPR
Qi Bi, Jingjun Yi, Huimin Huang, Hao Zheng, Haolan Zhan, Yawen Huang, Yuexiang Li, Xian Wu, Yefeng Zheng
2025 J jnl
Robust Source-Free Domain Adaptation for Medical Image Segmentation based on Curriculum Learning.
CoRR
Ziqi Zhang, Yuexiang Li, Yawen Huang, Nanjun He, Tao Xu, Liwei Lin, Yefeng Zheng, Shaoxin Li, Feiyue Huang
2025 A* conf
S³-Mamba: Small-Size-Sensitive Mamba for Lesion Segmentation.
AAAI
Gui Wang, Yuexiang Li, Wenting Chen, Meidan Ding, Wooi Ping Cheah, Rong Qu, Jianfeng Ren, Linlin Shen
2025 — conf
Temporal Model-Based Federated Active Medical Image Classification.
MICCAI (14)
Yunlu Yan, Chun-Mei Feng, Yuexiang Li, Jinheng Xie, Jun Chen, Mohamed Elhoseiny, Ming Hu, Kaishun Wu, Lei Zhu
2025 J jnl
X-ray Insights Unleashed: Pioneering the Enhancement of Multi-Label Long-Tail Data.
CoRR
Xinquan Yang, Jinheng Xie, Yawen Huang, Yuexiang Li, Huimin Huang, Hao Zheng, Xian Wu, Yefeng Zheng, Linlin Shen
2024 — conf
A New Perspective to Boost Performance Fairness For Medical Federated Learning.
MICCAI (10)
Yunlu Yan, Lei Zhu, Yuexiang Li, Xinxing Xu, Rick Siow Mong Goh, Yong Liu, Salman H. Khan, Chun-Mei Feng
2024 J jnl
A New Perspective to Boost Performance Fairness for Medical Federated Learning.
CoRR
Yunlu Yan, Lei Zhu, Yuexiang Li, Xinxing Xu, Rick Siow Mong Goh, Yong Liu, Salman Khan, Chun-Mei Feng
2024 J jnl
Adversarial Medical Image With Hierarchical Feature Hiding.
IEEE Trans. Medical Imaging
Qingsong Yao, Zecheng He, Yuexiang Li, Yi Lin, Kai Ma, Yefeng Zheng, S. Kevin Zhou
2024 J jnl
Anomaly detection via gating highway connection for retinal fundus images.
Pattern Recognit.
Wentian Zhang, Haozhe Liu, Jinheng Xie, Yawen Huang, Yu Zhang, Yuexiang Li, Raghavendra Ramachandra, Yefeng Zheng
2024 A* conf
Combinatorial CNN-Transformer Learning with Manifold Constraints for Semi-supervised Medical Image Segmentation.
AAAI
Huimin Huang, Yawen Huang, Shiao Xie, Lanfen Lin, Ruofeng Tong, Yen-Wei Chen, Yuexiang Li, Yefeng Zheng
2024 J jnl
Cross-Modal Vertical Federated Learning for MRI Reconstruction.
IEEE J. Biomed. Health Informatics
Yunlu Yan, Hong Wang, Yawen Huang, Nanjun He, Lei Zhu, Yong Xu, Yuexiang Li, Yefeng Zheng
2024 J jnl
Dual Teacher Knowledge Distillation With Domain Alignment for Face Anti-Spoofing.
IEEE Trans. Circuits Syst. Video Technol.
Zhe Kong, Wentian Zhang, Tao Wang, Kaihao Zhang, Yuexiang Li, Xiaoying Tang, Wenhan Luo
2024 J jnl
Dual Teacher Knowledge Distillation with Domain Alignment for Face Anti-spoofing.
CoRR
Zhe Kong, Wentian Zhang, Tao Wang, Kaihao Zhang, Yuexiang Li, Xiaoying Tang, Wenhan Luo
2024 A* conf
Going Beyond Multi-Task Dense Prediction with Synergy Embedding Models.
CVPR
Huimin Huang, Yawen Huang, Lanfen Lin, Ruofeng Tong, Yen-Wei Chen, Hao Zheng, Yuexiang Li, Yefeng Zheng
2024 — conf
Hallucinated Style Distillation for Single Domain Generalization in Medical Image Segmentation.
MICCAI (10)
Jingjun Yi, Qi Bi, Hao Zheng, Haolan Zhan, Wei Ji, Yawen Huang, Shaoxin Li, Yuexiang Li, Yefeng Zheng, Feiyue Huang
2024 J jnl
IDaTPA: importance degree based thread partitioning approach in thread level speculation.
Discov. Comput.
Yuexiang Li, Zhiyong Zhang, Xinyong Wang, Shuaina Huang, Yaning Su
2024 J jnl
Improving vision transformer for medical image classification via token-wise perturbation.
J. Vis. Commun. Image Represent.
Yuexiang Li, Yawen Huang, Nanjun He, Kai Ma, Yefeng Zheng
2024 A* conf
Learning Frequency-Adapted Vision Foundation Model for Domain Generalized Semantic Segmentation.
NeurIPS
Qi Bi, Jingjun Yi, Hao Zheng, Haolan Zhan, Yawen Huang, Wei Ji, Yuexiang Li, Yefeng Zheng
2024 A* conf
Learning Generalized Medical Image Segmentation from Decoupled Feature Queries.
AAAI
Qi Bi, Jingjun Yi, Hao Zheng, Wei Ji, Yawen Huang, Yuexiang Li, Yefeng Zheng
2024 J jnl
Learning Spectral-Decomposed Tokens for Domain Generalized Semantic Segmentation.
CoRR
Jingjun Yi, Qi Bi, Hao Zheng, Haolan Zhan, Wei Ji, Yawen Huang, Yuexiang Li, Yefeng Zheng
2024 A* conf
Learning Spectral-Decomposited Tokens for Domain Generalized Semantic Segmentation.
ACM Multimedia
Jingjun Yi, Qi Bi, Hao Zheng, Haolan Zhan, Wei Ji, Yawen Huang, Yuexiang Li, Yefeng Zheng
2024 J jnl
Multi-Constraint Transferable Generative Adversarial Networks for Cross-Modal Brain Image Synthesis.
Int. J. Comput. Vis.
Yawen Huang, Hao Zheng, Yuexiang Li, Feng Zheng, Xiantong Zhen, Guo-Jun Qi, Ling Shao, Yefeng Zheng
2024 J jnl
RCDNet: An Interpretable Rain Convolutional Dictionary Network for Single Image Deraining.
IEEE Trans. Neural Networks Learn. Syst.
Hong Wang, Qi Xie, Qian Zhao, Yuexiang Li, Yong Liang, Yefeng Zheng, Deyu Meng
2024 J jnl
Relational Experience Replay: Continual Learning by Adaptively Tuning Task-Wise Relationship.
IEEE Trans. Multim.
Quanziang Wang, Renzhen Wang, Yuexiang Li, Dong Wei, Hong Wang, Kai Ma, Yefeng Zheng, Deyu Meng
2024 A* conf
Samba: Severity-aware Recurrent Modeling for Cross-domain Medical Image Grading.
NeurIPS
Qi Bi, Jingjun Yi, Hao Zheng, Wei Ji, Haolan Zhan, Yawen Huang, Yuexiang Li, Yefeng Zheng
2024 Misc conf
Self-Supervised Cross-Level Consistency Learning For Fundus Image Classification.
ICASSP
Qi Bi, Hao Zheng, Xu Sun, Jingjun Yi, Wentian Zhang, Yawen Huang, Yuexiang Li, Yefeng Zheng
2024 J jnl
Triplet-branch network with contrastive prior-knowledge embedding for disease grading.
Artif. Intell. Medicine
Yuexiang Li, Yanping Wang, Guang Lin, Yawen Huang, Jingxin Liu, Yi Lin, Dong Wei, Qirui Zhang, Kai Ma, Zhiqiang Zhang, Guangming Lu, Yefeng Zheng
2024 J jnl
Unraveling Complexity: An Exploration Into Large-Scale Multimodal Signal Processing.
IEEE Intell. Syst.
Zhenyu Wen, Yuheng Ye, Jie Su, Taotao Li, Jinhao Wan, Shilian Zheng, Zhen Hong, Shibo He, Haoran Duan, Yuexiang Li, Yawen Huang, Yefeng Zheng
2024 J jnl
Unsupervised Domain Adaptation for Medical Image Segmentation by Disentanglement Learning and Self-Training.
IEEE Trans. Medical Imaging
Qingsong Xie, Yuexiang Li, Nanjun He, Munan Ning, Kai Ma, Guoxing Wang, Yong Lian, Yefeng Zheng
2024 J jnl
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CoRR
Gui Wang, Yuexiang Li, Wenting Chen, Meidan Ding, Wooi Ping Cheah, Rong Qu, Jianfeng Ren, Linlin Shen
2023 J jnl
A New Perspective to Boost Vision Transformer for Medical Image Classification.
CoRR
Yuexiang Li, Yawen Huang, Nanjun He, Kai Ma, Yefeng Zheng
2023 J jnl
A deep weakly semi-supervised framework for endoscopic lesion segmentation.
Medical Image Anal.
Yuxuan Shi, Hong Wang, Haoqin Ji, Haozhe Liu, Yuexiang Li, Nanjun He, Dong Wei, Yawen Huang, Qi Dai, Jianrong Wu, Xinrong Chen, Yefeng Zheng, Hongmeng Yu
2023 A* conf
AdaptiveMix: Improving GAN Training via Feature Space Shrinkage.
CVPR
Haozhe Liu, Wentian Zhang, Bing Li, Haoqian Wu, Nanjun He, Yawen Huang, Yuexiang Li, Bernard Ghanem, Yefeng Zheng
2023 J jnl
Adversarial Learning of Object-Aware Activation Map for Weakly-Supervised Semantic Segmentation.
IEEE Trans. Circuits Syst. Video Technol.
Junliang Chen, Weizeng Lu, Yuexiang Li, Linlin Shen, Jinming Duan
2023 J jnl
Adversarial Medical Image with Hierarchical Feature Hiding.
CoRR
Qingsong Yao, Zecheng He, Yuexiang Li, Yi Lin, Kai Ma, Yefeng Zheng, S. Kevin Zhou
2023 J jnl
Automatic view plane prescription for cardiac magnetic resonance imaging via supervision by spatial relationship between views.
CoRR
Dong Wei, Yawen Huang, Donghuan Lu, Yuexiang Li, Yefeng Zheng
2023 J jnl
Blind Super-Resolution of 3D MRI via Unsupervised Domain Transformation.
IEEE J. Biomed. Health Informatics
Hexiang Zhou, Yawen Huang, Yuexiang Li, Yi Zhou, Yefeng Zheng
2023 A* conf
BoxDiff: Text-to-Image Synthesis with Training-Free Box-Constrained Diffusion.
ICCV
Jinheng Xie, Yuexiang Li, Yawen Huang, Haozhe Liu, Wentian Zhang, Yefeng Zheng, Mike Zheng Shou
2023 J jnl
BoxDiff: Text-to-Image Synthesis with Training-Free Box-Constrained Diffusion.
CoRR
Jinheng Xie, Yuexiang Li, Yawen Huang, Haozhe Liu, Wentian Zhang, Yefeng Zheng, Mike Zheng Shou
2023 A* conf
ClassFormer: Exploring Class-Aware Dependency with Transformer for Medical Image Segmentation.
AAAI
Huimin Huang, Shiao Xie, Lanfen Lin, Ruofeng Tong, Yen-Wei Chen, Hong Wang, Yuexiang Li, Yawen Huang, Yefeng Zheng
2023 A* conf
Combating Mode Collapse via Offline Manifold Entropy Estimation.
AAAI
Haozhe Liu, Bing Li, Haoqian Wu, Hanbang Liang, Yawen Huang, Yuexiang Li, Bernard Ghanem, Yefeng Zheng
2023 J jnl
Cross-Modal Vertical Federated Learning for MRI Reconstruction.
CoRR
Yunlu Yan, Hong Wang, Yawen Huang, Nanjun He, Lei Zhu, Yuexiang Li, Yong Xu, Yefeng Zheng
2023 A* conf
Dynamically Masked Discriminator for GANs.
NeurIPS
Wentian Zhang, Haozhe Liu, Bing Li, Jinheng Xie, Yawen Huang, Yuexiang Li, Yefeng Zheng, Bernard Ghanem
2023 J jnl
Dynamically Masked Discriminator for Generative Adversarial Networks.
CoRR
Wentian Zhang, Haozhe Liu, Bing Li, Jinheng Xie, Yawen Huang, Yuexiang Li, Yefeng Zheng, Bernard Ghanem
2023 J jnl
Federated Pseudo Modality Generation for Incomplete Multi-Modal MRI Reconstruction.
CoRR
Yunlu Yan, Chun-Mei Feng, Yuexiang Li, Rick Siow Mong Goh, Lei Zhu
2023 A* conf
FemtoDet: An Object Detection Baseline for Energy Versus Performance Tradeoffs.
ICCV
Peng Tu, Xu Xie, Guo Ai, Yuexiang Li, Yawen Huang, Yefeng Zheng
2023 J jnl
Improving GAN Training via Feature Space Shrinkage.
CoRR
Haozhe Liu, Wentian Zhang, Bing Li, Haoqian Wu, Nanjun He, Yawen Huang, Yuexiang Li, Bernard Ghanem, Yefeng Zheng
2023 J jnl
InDuDoNet+: A deep unfolding dual domain network for metal artifact reduction in CT images.
Medical Image Anal.
Hong Wang, Yuexiang Li, Haimiao Zhang, Deyu Meng, Yefeng Zheng
2023 A* conf
Interactive Segmentation as Gaussian Process Classification.
CVPR
Minghao Zhou, Hong Wang, Qian Zhao, Yuexiang Li, Yawen Huang, Deyu Meng, Yefeng Zheng
2023 J jnl
Interactive Segmentation as Gaussian Process Classification.
CoRR
Minghao Zhou, Hong Wang, Qian Zhao, Yuexiang Li, Yawen Huang, Deyu Meng, Yefeng Zheng
2023 A* conf
Learning Visual Prior via Generative Pre-Training.
NeurIPS
Jinheng Xie, Kai Ye, Yudong Li, Yuexiang Li, Kevin Qinghong Lin, Yefeng Zheng, Linlin Shen, Mike Zheng Shou
2023 — conf
MEPNet: A Model-Driven Equivariant Proximal Network for Joint Sparse-View Reconstruction and Metal Artifact Reduction in CT Images.
MICCAI (10)
Hong Wang, Minghao Zhou, Dong Wei, Yuexiang Li, Yefeng Zheng
2023 J jnl
MEPNet: A Model-Driven Equivariant Proximal Network for Joint Sparse-View Reconstruction and Metal Artifact Reduction in CT Images.
CoRR
Hong Wang, Minghao Zhou, Dong Wei, Yuexiang Li, Yefeng Zheng
2023 J jnl
MIL-ViT: A multiple instance vision transformer for fundus image classification.
J. Vis. Commun. Image Represent.
Qi Bi, Xu Sun, Shuang Yu, Kai Ma, Cheng Bian, Munan Ning, Nanjun He, Yawen Huang, Yuexiang Li, Hanruo Liu, Yefeng Zheng
2023 J jnl
Nuclei segmentation with point annotations from pathology images via self-supervised learning and co-training.
Medical Image Anal.
Yi Lin, Zhiyong Qu, Hao Chen, Zhongke Gao, Yuexiang Li, Lili Xia, Kai Ma, Yefeng Zheng, Kwang-Ting Cheng
2023 J jnl
Open-World Weakly-Supervised Object Localization.
CoRR
Jinheng Xie, Zhaochuan Luo, Yuexiang Li, Haozhe Liu, Linlin Shen, Mike Zheng Shou
2023 A* conf
Semi-Supervised Convolutional Vision Transformer with Bi-Level Uncertainty Estimation for Medical Image Segmentation.
ACM Multimedia
Huimin Huang, Yawen Huang, Shiao Xie, Lanfen Lin, Ruofeng Tong, Yen-Wei Chen, Yuexiang Li, Yefeng Zheng
2023 A* conf
SemiCVT: Semi-Supervised Convolutional Vision Transformer for Semantic Segmentation.
CVPR
Huimin Huang, Shiao Xie, Lanfen Lin, Ruofeng Tong, Yen-Wei Chen, Yuexiang Li, Hong Wang, Yawen Huang, Yefeng Zheng
2023 J jnl
VisorGPT: Learning Visual Prior via Generative Pre-Training.
CoRR
Jinheng Xie, Kai Ye, Yudong Li, Yuexiang Li, Kevin Qinghong Lin, Yefeng Zheng, Linlin Shen, Mike Zheng Shou
2022 J jnl
A Benchmark for Weakly Semi-Supervised Abnormality Localization in Chest X-Rays.
CoRR
Haoqin Ji, Haozhe Liu, Yuexiang Li, Jinheng Xie, Nanjun He, Yawen Huang, Dong Wei, Xinrong Chen, Linlin Shen, Yefeng Zheng
2022 — conf
A Multi-task Network with Weight Decay Skip Connection Training for Anomaly Detection in Retinal Fundus Images.
MICCAI (2)
Wentian Zhang, Xu Sun, Yuexiang Li, Haozhe Liu, Nanjun He, Feng Liu, Yefeng Zheng
2022 A* conf
Adaptive Convolutional Dictionary Network for CT Metal Artifact Reduction.
IJCAI
Hong Wang, Yuexiang Li, Deyu Meng, Yefeng Zheng
2022 J jnl
Adaptive Convolutional Dictionary Network for CT Metal Artifact Reduction.
CoRR
Hong Wang, Yuexiang Li, Deyu Meng, Yefeng Zheng
2022 — conf
Aggregative Self-supervised Feature Learning from Limited Medical Images.
MICCAI (8)
Jiuwen Zhu, Yuexiang Li, Lian Ding, S. Kevin Zhou
2022 J jnl
Beyond Mutual Information: Generative Adversarial Network for Domain Adaptation Using Information Bottleneck Constraint.
IEEE Trans. Medical Imaging
Jiawei Chen, Ziqi Zhang, Xinpeng Xie, Yuexiang Li, Tao Xu, Kai Ma, Yefeng Zheng
2022 J jnl
Combating Mode Collapse in GANs via Manifold Entropy Estimation.
CoRR
Haozhe Liu, Bing Li, Haoqian Wu, Hanbang Liang, Yawen Huang, Yuexiang Li, Bernard Ghanem, Yefeng Zheng
2022 J jnl
Cross-Domain Gated Learning for Domain Generalization.
Int. J. Comput. Vis.
Dapeng Du, Jiawei Chen, Yuexiang Li, Kai Ma, Gangshan Wu, Yefeng Zheng, Limin Wang
2022 J jnl
DFTR: Depth-supervised Hierarchical Feature Fusion Transformer for Salient Object Detection.
CoRR
Heqin Zhu, Xu Sun, Yuexiang Li, Kai Ma, S. Kevin Zhou, Yefeng Zheng
2022 J jnl
DICDNet: Deep Interpretable Convolutional Dictionary Network for Metal Artifact Reduction in CT Images.
IEEE Trans. Medical Imaging
Hong Wang, Yuexiang Li, Nanjun He, Kai Ma, Deyu Meng, Yefeng Zheng
2022 J jnl
Decoupled Mixup for Generalized Visual Recognition.
CoRR
Haozhe Liu, Wentian Zhang, Jinheng Xie, Haoqian Wu, Bing Li, Ziqi Zhang, Yuexiang Li, Yawen Huang, Bernard Ghanem, Yefeng Zheng
2022 — conf
Decoupled Mixup for Out-of-Distribution Visual Recognition.
ECCV Workshops (6)
Haozhe Liu, Wentian Zhang, Jinheng Xie, Haoqian Wu, Bing Li, Ziqi Zhang, Yuexiang Li, Yawen Huang, Bernard Ghanem, Yefeng Zheng
2022 — conf
Generalized Brain Image Synthesis with Transferable Convolutional Sparse Coding Networks.
ECCV (34)
Yawen Huang, Feng Zheng, Xu Sun, Yuexiang Li, Ling Shao, Yefeng Zheng
2022 J jnl
Label Propagation for Annotation-Efficient Nuclei Segmentation from Pathology Images.
CoRR
Yi Lin, Zhiyong Qu, Hao Chen, Zhongke Gao, Yuexiang Li, Lili Xia, Kai Ma, Yefeng Zheng, Kwang-Ting Cheng
2022 J jnl
Mix-and-Interpolate: A Training Strategy to Deal With Source-Biased Medical Data.
IEEE J. Biomed. Health Informatics
Yuexiang Li, Jiawei Chen, Dong Wei, Yanchun Zhu, Jianrong Wu, Junfeng Xiong, Yadong Gang, Wenbo Sun, Haibo Xu, Tianyi Qian, Kai Ma, Yefeng Zheng
2022 — conf
Orientation-Shared Convolution Representation for CT Metal Artifact Learning.
MICCAI (6)
Hong Wang, Qi Xie, Yuexiang Li, Yawen Huang, Deyu Meng, Yefeng Zheng
2022 J jnl
Orientation-Shared Convolution Representation for CT Metal Artifact Learning.
CoRR
Hong Wang, Qi Xie, Yuexiang Li, Yawen Huang, Deyu Meng, Yefeng Zheng
2022 — conf
Point Beyond Class: A Benchmark for Weakly Semi-supervised Abnormality Localization in Chest X-Rays.
MICCAI (3)
Haoqin Ji, Haozhe Liu, Yuexiang Li, Jinheng Xie, Nanjun He, Yawen Huang, Dong Wei, Xinrong Chen, Linlin Shen, Yefeng Zheng
2022 J jnl
Robust Representation via Dynamic Feature Aggregation.
CoRR
Haozhe Liu, Haoqin Ji, Yuexiang Li, Nanjun He, Haoqian Wu, Feng Liu, Linlin Shen, Yefeng Zheng
2022 J jnl
Simultaneous Alignment and Surface Regression Using Hybrid 2D-3D Networks for 3D Coherent Layer Segmentation of Retina OCT Images.
CoRR
Hong Liu, Dong Wei, Donghuan Lu, Yuexiang Li, Kai Ma, Liansheng Wang, Yefeng Zheng
2022 — conf
Single Domain Generalization via Spontaneous Amplitude Spectrum Diversification.
REMIA@MICCAI
Yuexiang Li, Nanjun He, Yawen Huang
2022 — conf
mmFormer: Multimodal Medical Transformer for Incomplete Multimodal Learning of Brain Tumor Segmentation.
MICCAI (5)
Yao Zhang, Nanjun He, Jiawei Yang, Yuexiang Li, Dong Wei, Yawen Huang, Yang Zhang, Zhiqiang He, Yefeng Zheng
2022 J jnl
mmFormer: Multimodal Medical Transformer for Incomplete Multimodal Learning of Brain Tumor Segmentation.
CoRR
Yao Zhang, Nanjun He, Jiawei Yang, Yuexiang Li, Dong Wei, Yawen Huang, Yang Zhang, Zhiqiang He, Yefeng Zheng
2021 A conf
Alleviating Noisy-label Effects in Image Classification via Probability Transition Matrix.
BMVC
Ziqi Zhang, Yuexiang Li, Hongxin Wei, Kai Ma, Tao Xu, Yefeng Zheng
2021 J jnl
Alleviating Noisy-label Effects in Image Classification via Probability Transition Matrix.
CoRR
Ziqi Zhang, Yuexiang Li, Hongxin Wei, Kai Ma, Tao Xu, Yefeng Zheng
2021 J jnl
Anomaly Detection for Medical Images Using Self-Supervised and Translation-Consistent Features.
IEEE Trans. Medical Imaging
He Zhao, Yuexiang Li, Nanjun He, Kai Ma, Leyuan Fang, Huiqi Li, Yefeng Zheng
2021 J jnl
Comparing methods of detecting and segmenting unruptured intracranial aneurysms on TOF-MRAS: The ADAM challenge.
NeuroImage
Kimberley M. Timmins, Irene C. van der Schaaf, Edwin Bennink, Ynte M. Ruigrok, Xingle An, Michael Baumgartner, Pascal Bourdon, Riccardo de Feo, Tommaso Di Noto, Florian Dubost, Augusto Fava-Sanches, Xue Feng, Corentin Giroud, Inteneural Group, Minghui Hu, Paul F. Jaeger, Juhana Kaiponen, Michal Klimont, Yuexiang Li, Hongwei Li, Yi Lin, Timo Loehr, Jun Ma, Klaus H. Maier-Hein, Guillaume Marie, Bjoern H. Menze, Jonas Richiardi, Saifeddine Rjiba, Dhaval Shah, Suprosanna Shit, Jussi Tohka, Thierry Urruty, Urszula Walinska, Xiaoping Yang, Yunqiao Yang, Yin Yin, Birgitta K. Velthuis, Hugo J. Kuijf
2021 — conf
Deep Reinforcement Exemplar Learning for Annotation Refinement.
MICCAI (8)
Yuexiang Li, Nanjun He, Sixiang Peng, Kai Ma, Yefeng Zheng
2021 — conf
Feature Library: A Benchmark for Cervical Lesion Segmentation.
IPMI
Yuexiang Li, Jiawei Chen, Kai Ma, Yefeng Zheng
2021 J jnl
GRAND: A large-scale dataset and benchmark for cervical intraepithelial Neoplasia grading with fine-grained lesion description.
Medical Image Anal.
Yuexiang Li, Zhi-Hua Liu, Peng Xue, Jiawei Chen, Kai Ma, Tianyi Qian, Yefeng Zheng, Youlin Qiao
2021 J jnl
InDuDoNet+: A Model-Driven Interpretable Dual Domain Network for Metal Artifact Reduction in CT Images.
CoRR
Hong Wang, Yuexiang Li, Haimiao Zhang, Deyu Meng, Yefeng Zheng
2021 — conf
InDuDoNet: An Interpretable Dual Domain Network for CT Metal Artifact Reduction.
MICCAI (6)
Hong Wang, Yuexiang Li, Haimiao Zhang, Jiawei Chen, Kai Ma, Deyu Meng, Yefeng Zheng
2021 — conf
MIL-VT: Multiple Instance Learning Enhanced Vision Transformer for Fundus Image Classification.
MICCAI (8)
Shuang Yu, Kai Ma, Qi Bi, Cheng Bian, Munan Ning, Nanjun He, Yuexiang Li, Hanruo Liu, Yefeng Zheng
2021 J jnl
Mutual-GAN: Towards Unsupervised Cross-Weather Adaptation with Mutual Information Constraint.
CoRR
Jiawei Chen, Yuexiang Li, Kai Ma, Yefeng Zheng
2021 J jnl
Residual Moment Loss for Medical Image Segmentation.
CoRR
Quanziang Wang, Renzhen Wang, Yuexiang Li, Kai Ma, Yefeng Zheng, Deyu Meng
2021 J jnl
Revisiting Experience Replay: Continual Learning by Adaptively Tuning Task-wise Relationship.
CoRR
Quanziang Wang, Yuexiang Li, Dong Wei, Renzhen Wang, Kai Ma, Yefeng Zheng, Deyu Meng
2021 — conf
Simultaneous Alignment and Surface Regression Using Hybrid 2D-3D Networks for 3D Coherent Layer Segmentation of Retina OCT Images.
MICCAI (8)
Hong Liu, Dong Wei, Donghuan Lu, Yuexiang Li, Kai Ma, Liansheng Wang, Yefeng Zheng
2021 — conf
The Winner of Age Challenge: Going One Step Further From Keypoint Detection to Scleral Spur Localization.
ISBI
Xing Tao, Chenglang Yuan, Cheng Bian, Yuexiang Li, Kai Ma, Dong Ni, Yefeng Zheng
2021 — conf
Triplet-Branch Network with Prior-Knowledge Embedding for Fatigue Fracture Grading.
MICCAI (5)
Yuexiang Li, Yanping Wang, Guang Lin, Yi Lin, Dong Wei, Qirui Zhang, Kai Ma, Guangming Lu, Zhiqiang Zhang, Yefeng Zheng
2020 J jnl
A Multi-Organ Nucleus Segmentation Challenge.
IEEE Trans. Medical Imaging
Neeraj Kumar, Ruchika Verma, Deepak Anand, Yanning Zhou, Omer Fahri Onder, Efstratios Tsougenis, Hao Chen, Pheng-Ann Heng, Jiahui Li, Zhiqiang Hu, Yunzhi Wang, Navid Alemi Koohbanani, Mostafa Jahanifar, Neda Zamani Tajeddin, Ali Gooya, Nasir M. Rajpoot, Xuhua Ren, Sihang Zhou, Qian Wang, Dinggang Shen, Cheng-Kun Yang, Chi-Hung Weng, Wei-Hsiang Yu, Chao-Yuan Yeh, Shuang Yang, Shuoyu Xu, Pak-Hei Yeung, Peng Sun, Amirreza Mahbod, Gerald Schaefer, Isabella Ellinger, Rupert Ecker, Örjan Smedby, Chunliang Wang, Benjamin Chidester, That-Vinh Ton, Minh-Triet Tran, Jian Ma, Minh N. Do, Simon Graham, Quoc Dang Vu, Jin Tae Kwak, Akshaykumar Gunda, Raviteja Chunduri, Corey Hu, Xiaoyang Zhou, Dariush Lotfi, Reza Safdari, Antanas Kascenas, Alison O'Neil, Dennis Eschweiler, Johannes Stegmaier, Yanping Cui, Baocai Yin, Kailin Chen, Xinmei Tian, Philipp Grüning, Erhardt Barth, Elad Arbel, Itay Remer, Amir Ben-Dor, Ekaterina Sirazitdinova, Matthias Kohl, Stefan Braunewell, Yuexiang Li, Xinpeng Xie, Linlin Shen, Jun Ma, Krishanu Das Baksi, Mohammad Azam Khan, Jaegul Choo, Adrián Colomer, Valery Naranjo, Linmin Pei, Khan M. Iftekharuddin, Kaushiki Roy, Debotosh Bhattacharjee, Aníbal Pedraza, Maria Gloria Bueno, Sabarinathan Devanathan, Saravanan Radhakrishnan, Praveen Koduganty, Zihan Wu, Guanyu Cai, Xiaojie Liu, Yuqin Wang, Amit Sethi
2020 — conf
A Multi-Task Self-Supervised Learning Framework for Scopy Images.
ISBI
Yuexiang Li, Jiawei Chen, Yefeng Zheng
2020 J jnl
AGE Challenge: Angle Closure Glaucoma Evaluation in Anterior Segment Optical Coherence Tomography.
CoRR
Huazhu Fu, Fei Li, Xu Sun, Xingxing Cao, Jingan Liao, José Ignacio Orlando, Xing Tao, Yuexiang Li, Shihao Zhang, Mingkui Tan, Chenglang Yuan, Cheng Bian, Ruitao Xie, Jiongcheng Li, Xiaomeng Li, Jing Wang, Le Geng, Panming Li, Huaying Hao, Jiang Liu, Yan Kong, Yongyong Ren, Hrvoje Bogunovic, Xiulan Zhang, Yanwu Xu
2020 J jnl
AGE challenge: Angle Closure Glaucoma Evaluation in Anterior Segment Optical Coherence Tomography.
Medical Image Anal.
Huazhu Fu, Fei Li, Xu Sun, Xingxing Cao, Jingan Liao, José Ignacio Orlando, Xing Tao, Yuexiang Li, Shihao Zhang, Mingkui Tan, Chenglang Yuan, Cheng Bian, Ruitao Xie, Jiongcheng Li, Xiaomeng Li, Jing Wang, Le Geng, Panming Li, Yanwu Xu
2020 J jnl
Aggregative Self-Supervised Feature Learning.
CoRR
Jiuwen Zhu, Yuexiang Li, S. Kevin Zhou
2020 — conf
Cerebral Aneurysm Rupture Risk Estimation Using XGBoost and Fully Connected Neural Network.
CADA@MICCAI
Yanfei Liu, Yunqiao Yang, Yi Lin, Yuexiang Li, Dong Wei, Kai Ma, Yefeng Zheng
2020 J jnl
Computer-Aided Cervical Cancer Diagnosis Using Time-Lapsed Colposcopic Images.
IEEE Trans. Medical Imaging
Yuexiang Li, Jiawei Chen, Peng Xue, Chao Tang, Jia Chang, Chunyan Chu, Kai Ma, Qing Li, Yefeng Zheng, Youlin Qiao
2020 — conf
Dual Adversarial Network for Deep Active Learning.
ECCV (24)
Shuo Wang, Yuexiang Li, Kai Ma, Ruhui Ma, Haibing Guan, Yefeng Zheng
2020 J jnl
Efficient and Effective Training of COVID-19 Classification Networks With Self-Supervised Dual-Track Learning to Rank.
IEEE J. Biomed. Health Informatics
Yuexiang Li, Dong Wei, Jiawei Chen, Shilei Cao, Hongyu Zhou, Yanchun Zhu, Jianrong Wu, Lan Lan, Wenbo Sun, Tianyi Qian, Kai Ma, Haibo Xu, Yefeng Zheng
2020 J jnl
Embedding Task Knowledge into 3D Neural Networks via Self-supervised Learning.
CoRR
Jiuwen Zhu, Yuexiang Li, Yifan Hu, S. Kevin Zhou
2020 A* conf
Generative Adversarial Networks for Video-to-Video Domain Adaptation.
AAAI
Jiawei Chen, Yuexiang Li, Kai Ma, Yefeng Zheng
2020 J jnl
Generative Adversarial Networks for Video-to-Video Domain Adaptation.
CoRR
Jiawei Chen, Yuexiang Li, Kai Ma, Yefeng Zheng
2020 — conf
Instance-Aware Self-supervised Learning for Nuclei Segmentation.
MICCAI (5)
Xinpeng Xie, Jiawei Chen, Yuexiang Li, Linlin Shen, Kai Ma, Yefeng Zheng
2020 J jnl
Instance-aware Self-supervised Learning for Nuclei Segmentation.
CoRR
Xinpeng Xie, Jiawei Chen, Yuexiang Li, Linlin Shen, Kai Ma, Yefeng Zheng
2020 — conf
MI
MICCAI (2)
Xinpeng Xie, Jiawei Chen, Yuexiang Li, Linlin Shen, Kai Ma, Yefeng Zheng
2020 J jnl
MI^2GAN: Generative Adversarial Network for Medical Image Domain Adaptation using Mutual Information Constraint.
CoRR
Xinpeng Xie, Jiawei Chen, Yuexiang Li, Linlin Shen, Kai Ma, Yefeng Zheng
2020 — conf
Revisiting Rubik's Cube: Self-supervised Learning with Volume-Wise Transformation for 3D Medical Image Segmentation.
MICCAI (4)
Xing Tao, Yuexiang Li, Wenhui Zhou, Kai Ma, Yefeng Zheng
2020 J jnl
Revisiting Rubik's Cube: Self-supervised Learning with Volume-wise Transformation for 3D Medical Image Segmentation.
CoRR
Xing Tao, Yuexiang Li, Wenhui Zhou, Kai Ma, Yefeng Zheng
2020 J jnl
Rubik's Cube+: A self-supervised feature learning framework for 3D medical image analysis.
Medical Image Anal.
Jiuwen Zhu, Yuexiang Li, Yifan Hu, Kai Ma, S. Kevin Zhou, Yefeng Zheng
2020 J jnl
Self-Loop Uncertainty: A Novel Pseudo-Label for Semi-Supervised Medical Image Segmentation.
CoRR
Yuexiang Li, Jiawei Chen, Xinpeng Xie, Kai Ma, Yefeng Zheng
2020 — conf
Self-Loop Uncertainty: A Novel Pseudo-Label for Semi-supervised Medical Image Segmentation.
MICCAI (1)
Yuexiang Li, Jiawei Chen, Xinpeng Xie, Kai Ma, Yefeng Zheng
2020 — conf
Self-Supervised CycleGAN for Object-Preserving Image-to-Image Domain Adaptation.
ECCV (20)
Xinpeng Xie, Jiawei Chen, Yuexiang Li, Linlin Shen, Kai Ma, Yefeng Zheng
2019 J jnl
HEp-Net: a smaller and better deep-learning network for HEp-2 cell classification.
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Yuexiang Li, Linlin Shen
2019 — conf
OctopusNet: A Deep Learning Segmentation Network for Multi-modal Medical Images.
MMMI@MICCAI
Yu Chen, Jiawei Chen, Dong Wei, Yuexiang Li, Yefeng Zheng
2019 J jnl
OctopusNet: A Deep Learning Segmentation Network for Multi-modal Medical Images.
CoRR
Yu Chen, Yuexiang Li, Jiawei Chen, Yefeng Zheng
2019 J jnl
Reverse active learning based atrous DenseNet for pathological image classification.
BMC Bioinform.
Yuexiang Li, Xinpeng Xie, Linlin Shen, Shaoxiong Liu
2019 — conf
Self-supervised Feature Learning for 3D Medical Images by Playing a Rubik's Cube.
MICCAI (4)
Xinrui Zhuang, Yuexiang Li, Yifan Hu, Kai Ma, Yujiu Yang, Yefeng Zheng
2019 J jnl
Self-supervised Feature Learning for 3D Medical Images by Playing a Rubik's Cube.
CoRR
Xinrui Zhuang, Yuexiang Li, Yifan Hu, Kai Ma, Yujiu Yang, Yefeng Zheng
2018 J jnl
Active Learning for Breast Cancer Identification.
CoRR
Xinpeng Xie, Yuexiang Li, Linlin Shen
2018 J jnl
Deep cross residual network for HEp-2 cell staining pattern classification.
Pattern Recognit.
Linlin Shen, Xi Jia, Yuexiang Li
2018 — conf
Deep learning based gastric cancer identification.
ISBI
Yuexiang Li, Xuechen Li, Xinpeng Xie, Linlin Shen
2018 B conf
GT-Net: A Deep Learning Network for Gastric Tumor Diagnosis.
ICTAI
Yuexiang Li, Xinpeng Xie, Shaoxiong Liu, Xuechen Li, Linlin Shen
2018 J jnl
Open snake model based on global guidance field for embryo vessel location.
IET Comput. Vis.
Weicheng Xie, Jinming Duan, Linlin Shen, Yuexiang Li, Meng Yang, Guojun Lin
2018 J jnl
Reversed Active Learning based Atrous DenseNet for Pathological Image Classification.
CoRR
Yuexiang Li, Xinpeng Xie, Linlin Shen, Shaoxiong Liu
2018 — conf
Robust Segmentation of Nucleus in Histopathology Images via Mask R-CNN.
BrainLes@MICCAI (1)
Xinpeng Xie, Yuexiang Li, Menglu Zhang, Linlin Shen
2018 J jnl
Skin Lesion Analysis towards Melanoma Detection Using Deep Learning Network.
Sensors
Yuexiang Li, Linlin Shen
2018 J jnl
cC-GAN: A Robust Transfer-Learning Framework for HEp-2 Specimen Image Segmentation.
IEEE Access
Yuexiang Li, Linlin Shen
2017 — conf
A Deep Residual Inception Network for HEp-2 Cell Classification.
DLMIA/ML-CDS@MICCAI
Yuexiang Li, Linlin Shen
2017 — conf
Deep Learning Based Multimodal Brain Tumor Diagnosis.
BrainLes@MICCAI
Yuexiang Li, Linlin Shen
2017 J jnl
HEp-2 Specimen Image Segmentation and Classification Using Very Deep Fully Convolutional Network.
IEEE Trans. Medical Imaging
Yuexiang Li, Linlin Shen, Shiqi Yu
2017 — conf
Positive and negative HEp-2 image classification fusing global and local features.
CISP-BMEI
Jiancan Zhou, Yuexiang Li, Xiande Zhou, Linlin Shen
2017 J jnl
Skin Lesion Analysis Towards Melanoma Detection Using Deep Learning Network.
CoRR
Yuexiang Li, Linlin Shen
2016 B conf
HEp-2 specimen classification with fully convolutional network.
ICPR
Yuexiang Li, Linlin Shen, Xiande Zhou, Shiqi Yu
2015 J jnl
Robust H-infinity Control for Stochastic Markovian Switching Systems Under Partly Known Transition Probabilities and Actuator Saturation via Anti-Windup Design.
Circuits Syst. Signal Process.
Wenhai Qi, Xianwen Gao, Yuexiang Li