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Lie Ju
ORCID
Publication Activity (10 Years)
Years Active: 2018-2024
Publications (10 Years): 41
Top Topics
Computed Tomography
Multitask Learning
Domain Adaptation
Skin Lesion
Top Venues
CoRR
MICCAI (3)
IEEE Trans. Medical Imaging
MICCAI (7)
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Publications
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Siyuan Yan
,
Chi Liu
,
Zhen Yu
,
Lie Ju
,
Dwarikanath Mahapatra
,
Brigid Betz-Stablein
,
Victoria Mar
,
Monika Janda
,
Peter Soyer
,
Zongyuan Ge
Prompt-driven Latent Domain Generalization for Medical Image Classification.
CoRR
(2024)
Lie Ju
,
Zhen Yu
,
Lin Wang
,
Xin Zhao
,
Xin Wang
,
C. Paul Bonnington
,
Zongyuan Ge
Hierarchical Knowledge Guided Learning for Real-World Retinal Disease Recognition.
IEEE Trans. Medical Imaging
43 (1) (2024)
Ming Hu
,
Lin Wang
,
Siyuan Yan
,
Don Ma
,
Qingli Ren
,
Peng Xia
,
Wei Feng
,
Peibo Duan
,
Lie Ju
,
Zongyuan Ge
NurViD: A Large Expert-Level Video Database for Nursing Procedure Activity Understanding.
NeurIPS
(2023)
Peng Xia
,
Xingtong Yu
,
Ming Hu
,
Lie Ju
,
Zhiyong Wang
,
Peibo Duan
,
Zongyuan Ge
HGCLIP: Exploring Vision-Language Models with Graph Representations for Hierarchical Understanding.
CoRR
(2023)
Peng Xia
,
Di Xu
,
Lie Ju
,
Ming Hu
,
Jun Chen
,
Zongyuan Ge
LMPT: Prompt Tuning with Class-Specific Embedding Loss for Long-tailed Multi-Label Visual Recognition.
CoRR
(2023)
Zhen Yu
,
Ruiye Chen
,
Peng Gui
,
Lie Ju
,
Xianwen Shang
,
Zhuoting Zhu
,
Mingguang He
,
Zongyuan Ge
Retinal Age Estimation with Temporal Fundus Images Enhanced Progressive Label Distribution Learning.
MICCAI (7)
(2023)
Wei Feng
,
Lie Ju
,
Lin Wang
,
Kaimin Song
,
Zongyuan Ge
Towards Novel Class Discovery: A Study in Novel Skin Lesions Clustering.
MICCAI (6)
(2023)
Lie Ju
,
Yicheng Wu
,
Wei Feng
,
Zhen Yu
,
Lin Wang
,
Zhuoting Zhu
,
Zongyuan Ge
Towards Open-Scenario Semi-supervised Medical Image Classification.
CoRR
(2023)
Li Dong
,
Lie Ju
,
Shiqi Hui
,
Lihua Luo
,
Xue Jiang
,
Zihan Nie
,
Ruiheng Zhang
,
Wenda Zhou
,
Heyan Li
,
Jost B. Jonas
,
Xin Wang
,
Xin Zhao
,
Chao He
,
Yuzhong Chen
,
Zhaohui Wang
,
Jianxiong Gao
,
Zongyuan Ge
,
Wenbin Wei
,
Dongmei Li
Retinal photograph-based deep learning system for detection of hyperthyroidism: a multicenter, diagnostic study.
J. Big Data
10 (1) (2023)
Siyuan Yan
,
Chi Liu
,
Zhen Yu
,
Lie Ju
,
Dwarikanath Mahapatra
,
Victoria Mar
,
Monika Janda
,
H. Peter Soyer
,
Zongyuan Ge
EPVT: Environment-Aware Prompt Vision Transformer for Domain Generalization in Skin Lesion Recognition.
MICCAI (7)
(2023)
Siyuan Yan
,
Chi Liu
,
Zhen Yu
,
Lie Ju
,
Dwarikanath Mahapatrainst
,
Victoria Mar
,
Monika Janda
,
H. Peter Soyer
,
Zongyuan Ge
EPVT: Environment-aware Prompt Vision Transformer for Domain Generalization in Skin Lesion Recognition.
CoRR
(2023)
Wei Feng
,
Lie Ju
,
Lin Wang
,
Kaimin Song
,
Xin Zhao
,
Zongyuan Ge
Unsupervised Domain Adaptation for Medical Image Segmentation by Selective Entropy Constraints and Adaptive Semantic Alignment.
AAAI
(2023)
Lin Wang
,
Xiufen Ye
,
Lie Ju
,
Wanji He
,
Donghao Zhang
,
Xin Wang
,
Yelin Huang
,
Wei Feng
,
Kaimin Song
,
Zongyuan Ge
Medical matting: Medical image segmentation with uncertainty from the matting perspective.
Comput. Biol. Medicine
158 (2023)
Ming Hu
,
Lin Wang
,
Siyuan Yan
,
Don Ma
,
Qingli Ren
,
Peng Xia
,
Wei Feng
,
Peibo Duan
,
Lie Ju
,
Zongyuan Ge
NurViD: A Large Expert-Level Video Database for Nursing Procedure Activity Understanding.
CoRR
(2023)
Wei Feng
,
Lie Ju
,
Lin Wang
,
Kaimin Song
,
Zongyuan Ge
Towards Novel Class Discovery: A Study in Novel Skin Lesions Clustering.
CoRR
(2023)
Lie Ju
,
Xin Wang
,
Lin Wang
,
Dwarikanath Mahapatra
,
Xin Zhao
,
Quan Zhou
,
Tongliang Liu
,
Zongyuan Ge
Improving Medical Images Classification With Label Noise Using Dual-Uncertainty Estimation.
IEEE Trans. Medical Imaging
41 (6) (2022)
Zhen Yu
,
Toan D. Nguyen
,
Yaniv Gal
,
Lie Ju
,
Shekhar S. Chandra
,
Lei Zhang
,
C. Paul Bonnington
,
Victoria Mar
,
Zhiyong Wang
,
Zongyuan Ge
Skin Lesion Recognition with Class-Hierarchy Regularized Hyperbolic Embeddings.
MICCAI (3)
(2022)
Lie Ju
,
Yicheng Wu
,
Lin Wang
,
Zhen Yu
,
Xin Zhao
,
Xin Wang
,
C. Paul Bonnington
,
Zongyuan Ge
Flexible Sampling for Long-tailed Skin Lesion Classification.
CoRR
(2022)
Lie Ju
,
Yicheng Wu
,
Lin Wang
,
Zhen Yu
,
Xin Zhao
,
Xin Wang
,
C. Paul Bonnington
,
Zongyuan Ge
Flexible Sampling for Long-Tailed Skin Lesion Classification.
MICCAI (3)
(2022)
Lin Wang
,
Xiufen Ye
,
Donghao Zhang
,
Wanji He
,
Lie Ju
,
Yi Luo
,
Huan Luo
,
Xin Wang
,
Wei Feng
,
Kaimin Song
,
Xin Zhao
,
Zongyuan Ge
3D Matting: A Benchmark Study on Soft Segmentation Method for Pulmonary Nodules Applied in Computed Tomography.
CoRR
(2022)
Lin Wang
,
Xiufen Ye
,
Donghao Zhang
,
Wanji He
,
Lie Ju
,
Yi Luo
,
Huan Luo
,
Xin Wang
,
Wei Feng
,
Kaimin Song
,
Xin Zhao
,
Zongyuan Ge
3D matting: A benchmark study on soft segmentation method for pulmonary nodules applied in computed tomography.
Comput. Biol. Medicine
150 (2022)
Lin Wang
,
Xiufen Ye
,
Donghao Zhang
,
Wanji He
,
Lie Ju
,
Xin Wang
,
Wei Feng
,
Kaimin Song
,
Xin Zhao
,
Zongyuan Ge
3D Matting: A Soft Segmentation Method Applied in Computed Tomography.
CoRR
(2022)
Zhen Yu
,
Toan D. Nguyen
,
Yaniv Gal
,
Lie Ju
,
Shekhar S. Chandra
,
Lei Zhang
,
C. Paul Bonnington
,
Victoria Mar
,
Zhiyong Wang
,
Zongyuan Ge
Skin Lesion Recognition with Class-Hierarchy Regularized Hyperbolic Embeddings.
CoRR
(2022)
Wei Feng
,
Lin Wang
,
Lie Ju
,
Xin Zhao
,
Xin Wang
,
Xiaoyu Shi
,
Zongyuan Ge
Unsupervised Domain Adaptive Fundus Image Segmentation with Category-level Regularization.
CoRR
(2022)
Wei Feng
,
Lin Wang
,
Lie Ju
,
Xin Zhao
,
Xin Wang
,
Xiaoyu Shi
,
Zongyuan Ge
Unsupervised Domain Adaptive Fundus Image Segmentation with Category-Level Regularization.
MICCAI (2)
(2022)
Lin Wang
,
Lie Ju
,
Donghao Zhang
,
Xin Wang
,
Wanji He
,
Yelin Huang
,
Zhiwen Yang
,
Xuan Yao
,
Xin Zhao
,
Xiufen Ye
,
Zongyuan Ge
Medical Matting: A New Perspective on Medical Segmentation with Uncertainty.
MICCAI (3)
(2021)
Wei Feng
,
Lie Ju
,
Lin Wang
,
Kaimin Song
,
Xin Wang
,
Xin Zhao
,
Qingyi Tao
,
Zongyuan Ge
Unsupervised Domain Adaptation for Retinal Vessel Segmentation with Adversarial Learning and Transfer Normalization.
CoRR
(2021)
Lie Ju
,
Xin Wang
,
Zhen Yu
,
Lin Wang
,
Xin Zhao
,
Zongyuan Ge
Long-Tailed Multi-Label Retinal Diseases Recognition Using Hierarchical Information and Hybrid Knowledge Distillation.
CoRR
(2021)
Lie Ju
,
Xin Wang
,
Lin Wang
,
Tongliang Liu
,
Xin Zhao
,
Tom Drummond
,
Dwarikanath Mahapatra
,
Zongyuan Ge
Relational Subsets Knowledge Distillation for Long-Tailed Retinal Diseases Recognition.
MICCAI (8)
(2021)
Lie Ju
,
Xin Wang
,
Lin Wang
,
Tongliang Liu
,
Xin Zhao
,
Tom Drummond
,
Dwarikanath Mahapatra
,
Zongyuan Ge
Relational Subsets Knowledge Distillation for Long-tailed Retinal Diseases Recognition.
CoRR
(2021)
Lie Ju
,
Xin Wang
,
Xin Zhao
,
C. Paul Bonnington
,
Tom Drummond
,
Zongyuan Ge
Leveraging Regular Fundus Images for Training UWF Fundus Diagnosis Models via Adversarial Learning and Pseudo-Labeling.
IEEE Trans. Medical Imaging
40 (10) (2021)
Lie Ju
,
Xin Wang
,
Lin Wang
,
Dwarikanath Mahapatra
,
Xin Zhao
,
Mehrtash Harandi
,
Tom Drummond
,
Tongliang Liu
,
Zongyuan Ge
Improving Medical Image Classification with Label Noise Using Dual-uncertainty Estimation.
CoRR
(2021)
Wanji He
,
Xin Wang
,
Lin Wang
,
Yelin Huang
,
Zhiwen Yang
,
Xuan Yao
,
Xin Zhao
,
Lie Ju
,
Liao Wu
,
Lin Wu
,
Huimin Lu
,
Zongyuan Ge
Incremental learning for exudate and hemorrhage segmentation on fundus images.
Inf. Fusion
73 (2021)
Lie Ju
,
Xin Wang
,
Xin Zhao
,
Huimin Lu
,
Dwarikanath Mahapatra
,
C. Paul Bonnington
,
Zongyuan Ge
Synergic Adversarial Label Learning for Grading Retinal Diseases via Knowledge Distillation and Multi-Task Learning.
IEEE J. Biomed. Health Informatics
25 (10) (2021)
Lin Wang
,
Lie Ju
,
Donghao Zhang
,
Xin Wang
,
Wanji He
,
Yelin Huang
,
Zhiwen Yang
,
Xuan Yao
,
Xin Zhao
,
Xiufen Ye
,
Zongyuan Ge
Medical Matting: A New Perspective on Medical Segmentation with Uncertainty.
CoRR
(2021)
Lie Ju
,
Xin Wang
,
Xin Zhao
,
C. Paul Bonnington
,
Tom Drummond
,
Zongyuan Ge
Leveraging Regular Fundus Images for Training UWF Fundus Diagnosis Models via Adversarial Learning and Pseudo-Labeling.
CoRR
(2020)
Lie Ju
,
Xin Wang
,
Xin Zhao
,
C. Paul Bonnington
,
Zongyuan Ge
Synergic Adversarial Label Learning with DR and AMD for Retinal Image Grading.
CoRR
(2020)
Lie Ju
,
Xin Wang
,
Quan Zhou
,
Hu Zhu
,
Mehrtash Harandi
,
C. Paul Bonnington
,
Tom Drummond
,
Zongyuan Ge
Bridge the Domain Gap Between Ultra-wide-field and Traditional Fundus Images via Adversarial Domain Adaptation.
CoRR
(2020)
Xin Wang
,
Lie Ju
,
Xin Zhao
,
Zongyuan Ge
Retinal Abnormalities Recognition Using Regional Multitask Learning.
MICCAI (1)
(2019)
Xiangyuan Li
,
Cheng Cai
,
Ruifei Zhang
,
Lie Ju
,
Jinrong He
Deep cascaded convolutional models for cattle pose estimation.
Comput. Electron. Agric.
164 (2019)
Heng Pan
,
Jinrong He
,
Yu Ling
,
Lie Ju
,
Guoliang He
Graph regularized multiview marginal discriminant projection.
J. Vis. Commun. Image Represent.
57 (2018)