Li Lin

According to our database, Li Lin authored at least 46 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Uni4Eye++: A General Masked Image Modeling Multi-Modal Pre-Training Framework for Ophthalmic Image Classification and Segmentation.

Zhiyuan Cai, Li Lin, Huaqing He, Pujin Cheng, Xiaoying Tang

IEEE Trans. Medical Imaging, December, 2024

Diff4MMLiTS: Advanced Multimodal Liver Tumor Segmentation via Diffusion-Based Image Synthesis and Alignment.

Shiyun Chen, Li Lin, Pujin Cheng, ZhiCheng Jin, JianJian Chen, HaiDong Zhu, Kenneth K. Y. Wong, Xiaoying Tang

CoRR, 2024

AniMer: Animal Pose and Shape Estimation Using Family Aware Transformer.

Jin Lyu, Tianyi Zhu, Yi Gu, Li Lin, Pujin Cheng, Yebin Liu, Xiaoying Tang, Liang An

CoRR, 2024

FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-supervised Medical Image Segmentation.

Li Lin, Yixiang Liu, Jiewei Wu, Pujin Cheng, Zhiyuan Cai, Kenneth K. Y. Wong, Xiaoying Tang

CoRR, 2024

ProCNS: Progressive Prototype Calibration and Noise Suppression for Weakly-Supervised Medical Image Segmentation.

Yixiang Liu, Li Lin, Kenneth K. Y. Wong, Xiaoying Tang

CoRR, 2024

JOINEDTrans: Prior guided multi-task transformer for joint optic disc/cup segmentation and fovea detection.

Huaqing He, Jiaming Qiu, Li Lin, Zhiyuan Cai, Pujin Cheng, Xiaoying Tang

Comput. Biol. Medicine, 2024

CSSD: Cross-Supervision and Self-denoising for Hybrid-Supervised Hepatic Vessel Segmentation.

Qiuting Hu, Li Lin, Pujin Cheng, Xiaoying Tang

Proceedings of the Machine Learning in Medical Imaging - 15th International Workshop, 2024

BPaCo: Balanced Parametric Contrastive Learning for Long-Tailed Medical Image Classification.

Zhiyuan Cai, Tianyunxi Wei, Li Lin, Hao Chen, Xiaoying Tang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Saliency-Guided and Patch-Based Mixup for Long-Tailed Skin Cancer Image Classification.

Tianyunxi Wei, Yijin Huang, Li Lin, Pujin Cheng, Sirui Li, Xiaoying Tang

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Text-Guided Foundation Model Adaptation for Long-Tailed Medical Image Classification.

Sirui Li, Li Lin, Yijin Huang, Pujin Cheng, Xiaoying Tang

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Unveiling the Power of High-Quality OCT: An Effective Fundus-based Modality Fusion Network for Fovea Localization.

Huaqing He, Li Lin, Zhiyuan Cai, Pujin Cheng, Xiaoying Tang

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

ASLSEG: Adapting Sam in the Loop for Semi-Supervised Liver Tumor Segmentation.

Shiyun Chen, Li Lin, Pujin Cheng, Xiaoying Tang

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Fast Diffeomorphic Image Registration using Patch based Fully Convolutional Networks.

Jiong Wu, Shuang Zhou, Li Lin, Xin Wang, Wenxue Tan

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

2023

GAMMA challenge: Glaucoma grAding from Multi-Modality imAges.

Junde Wu, Huihui Fang, Fei Li, Huazhu Fu, Fengbin Lin, Jiongcheng Li, Yue Huang, Qinji Yu, Sifan Song, Xinxing Xu, Yanyu Xu, Wensai Wang, Lingxiao Wang, Shuai Lu, Huiqi Li, Shihua Huang, Zhichao Lu, Chubin Ou, Xifei Wei, Bingyuan Liu, Riadh Kobbi, Xiaoying Tang, Li Lin, Qiang Zhou, Qiang Hu, Hrvoje Bogunovic, José Ignacio Orlando, Xiulan Zhang, Yanwu Xu

Medical Image Anal., December, 2023

YoloCurvSeg: You only label one noisy skeleton for vessel-style curvilinear structure segmentation.

Li Lin, Linkai Peng, Huaqing He, Pujin Cheng, Jiewei Wu, Kenneth K. Y. Wong, Xiaoying Tang

Medical Image Anal., December, 2023

Super-Resolution on Rotationally Scanned Photoacoustic Microscopy Images Incorporating Scanning Prior.

Kai Pan, Linyang Li, Li Lin, Pujin Cheng, Junyan Lyu, Lei Xi, Xiaoying Tang

CoRR, 2023

JOINEDTrans: Prior Guided Multi-task Transformer for Joint Optic Disc/Cup Segmentation and Fovea Detection.

Huaqing He, Li Lin, Zhiyuan Cai, Pujin Cheng, Xiaoying Tang

CoRR, 2023

Learning Enhancement From Degradation: A Diffusion Model For Fundus Image Enhancement.

Pujin Cheng, Li Lin, Yijin Huang, Huaqing He, Wenhan Luo, Xiaoying Tang

CoRR, 2023

MEDKD: Enhancing Medical Image Classification with Multiple Expert Decoupled Knowledge Distillation for Long-Tail Data.

Fuheng Zhang, Sirui Li, Tianyunxi Wei, Li Lin, Yijin Huang, Pujin Cheng, Xiaoying Tang

Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023

Unifying and Personalizing Weakly-Supervised Federated Medical Image Segmentation via Adaptive Representation and Aggregation.

Li Lin, Jiewei Wu, Yixiang Liu, Kenneth K. Y. Wong, Xiaoying Tang

Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023

CCMix: Curriculum of Class-Wise Mixup for Long-Tailed Medical Image Classification.

Sirui Li, Fuheng Zhang, Tianyunxi Wei, Li Lin, Yijin Huang, Pujin Cheng, Xiaoying Tang

Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023

Uno-Qa: an Unsupervised Anomaly-Aware Framework with Test-Time Clustering for Octa Image Quality Assessment.

Juntao Chen, Li Lin, Pujin Cheng, Yijin Huang, Xiaoying Tang

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

PRIOR: Prototype Representation Joint Learning from Medical Images and Reports.

Pujin Cheng, Li Lin, Junyan Lyu, Yijin Huang, Wenhan Luo, Xiaoying Tang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation.

Junyan Lyu, Yiqi Zhang, Yijin Huang, Li Lin, Pujin Cheng, Xiaoying Tang

IEEE Trans. Medical Imaging, 2022

DS3-Net: Difficulty-perceived Common-to-T1ce Semi-Supervised Multimodal MRI Synthesis Network.

Ziqi Huang, Li Lin, Pujin Cheng, Kai Pan, Xiaoying Tang

CoRR, 2022

Multi-modal Brain Tumor Segmentation via Missing Modality Synthesis and Modality-level Attention Fusion.

Ziqi Huang, Li Lin, Pujin Cheng, Linkai Peng, Xiaoying Tang

CoRR, 2022

Student Become Decathlon Master in Retinal Vessel Segmentation via Dual-teacher Multi-target Domain Adaptation.

Linkai Peng, Li Lin, Pujin Cheng, Huaqing He, Xiaoying Tang

CoRR, 2022

GAMMA Challenge: Glaucoma grAding from Multi-Modality imAges.

Junde Wu, Huihui Fang, Fei Li, Huazhu Fu, Fengbin Lin, Jiongcheng Li, Lexing Huang, Qinji Yu, Sifan Song, Xingxing Xu, Yanyu Xu, Wensai Wang, Lingxiao Wang, Shuai Lu, Huiqi Li, Shihua Huang, Zhichao Lu, Chubin Ou, Xifei Wei, Bingyuan Liu, Riadh Kobbi, Xiaoying Tang, Li Lin, Qiang Zhou, Qiang Hu, Hrvoje Bogunovic, José Ignacio Orlando, Xiulan Zhang, Yanwu Xu

CoRR, 2022

JOINED : Prior Guided Multi-task Learning for Joint Optic Disc/Cup Segmentation and Fovea Detection.

Huaqing He, Li Lin, Zhiyuan Cai, Xiaoying Tang

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

Student Becomes Decathlon Master in Retinal Vessel Segmentation via Dual-Teacher Multi-target Domain Adaptation.

Linkai Peng, Li Lin, Pujin Cheng, Huaqing He, Xiaoying Tang

Proceedings of the Machine Learning in Medical Imaging - 13th International Workshop, 2022

DS³-Net: Difficulty-Perceived Common-to-T1ce Semi-supervised Multimodal MRI Synthesis Network.

Ziqi Huang, Li Lin, Pujin Cheng, Kai Pan, Xiaoying Tang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Uni4Eye: Unified 2D and 3D Self-supervised Pre-training via Masked Image Modeling Transformer for Ophthalmic Image Classification.

Zhiyuan Cai, Li Lin, Huaqing He, Xiaoying Tang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Unsupervised Domain Adaptation for Cross-Modality Retinal Vessel Segmentation via Disentangling Representation Style Transfer and Collaborative Consistency Learning.

Linkai Peng, Li Lin, Pujin Cheng, Ziqi Huang, Xiaoying Tang

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Corolla: An Efficient Multi-Modality Fusion Framework with Supervised Contrastive Learning for Glaucoma Grading.

Zhiyuan Cai, Li Lin, Huaqing He, Xiaoying Tang

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Transformer-Based T2-weighted MRI Synthesis from T1-weighted Images.

Kai Pan, Pujin Cheng, Ziqi Huang, Li Lin, Xiaoying Tang

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

Identifying the key components in ResNet-50 for diabetic retinopathy grading from fundus images: a systematic investigation.

Yijin Huang, Li Lin, Pujin Cheng, Junyan Lyu, Xiaoying Tang

CoRR, 2021

FARGO: A Joint Framework for FAZ and RV Segmentation from OCTA Images.

Linkai Peng, Li Lin, Pujin Cheng, Zhonghua Wang, Xiaoying Tang

Proceedings of the Ophthalmic Medical Image Analysis - 8th International Workshop, 2021

BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framework for Segmenting and Classifying OCTA Images.

Li Lin, Zhonghua Wang, Jiewei Wu, Yijin Huang, Junyan Lyu, Pujin Cheng, Jiong Wu, Xiaoying Tang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Lesion-Based Contrastive Learning for Diabetic Retinopathy Grading from Fundus Images.

Yijin Huang, Li Lin, Pujin Cheng, Junyan Lyu, Xiaoying Tang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

I-SECRET: Importance-Guided Fundus Image Enhancement via Semi-supervised Contrastive Constraining.

Pujin Cheng, Li Lin, Yijin Huang, Junyan Lyu, Xiaoying Tang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Automated Segmentation Of Corneal Nerves In Confocal Microscopy Via Contrastive Learning Based Synthesis And Quality Enhancement.

Li Lin, Pujin Cheng, Zhonghua Wang, Meng Li, Kai Wang, Xiaoying Tang

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Prior Guided Fundus Image Quality Enhancement Via Contrastive Learning.

Pujin Cheng, Li Lin, Yijin Huang, Junyan Lyu, Xiaoying Tang

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Multi-task Learning Based Ocular Disease Discrimination and FAZ Segmentation Utilizing OCTA Images.

Zhonghua Wang, Li Lin, Jiewei Wu, Xiaoying Tang

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Generative Adversarial Training with Dual-Attention for Vascular Segmentation and Topological Analysis.

Xueying Wang, Xiaoya Liu, Li Lin, Qiongyu Guo, Xiaoying Tang

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Automated Diabetic Retinopathy Identification via Lesion Guided Network.

Xiaoying Tang, Yijin Huang, Li Lin, Meng Li, Jin Yuan

Proceedings of the ISICDM 2020: The Fourth International Symposium on Image Computing and Digital Medicine, 2020

Automated Hemorrhage Detection from Coarsely Annotated Fundus Images in Diabetic Retinopathy.

Yijin Huang, Li Lin, Meng Li, Jiewei Wu, Pujin Cheng, Kai Wang, Jin Yuan, Xiaoying Tang

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020