Heng Li

54 papers A* 2Journal 29Unranked 22
YearRankTypeTitle / Venue / Authors
2026 A* conf
DeLightMono: Enhancing Self-Supervised Monocular Depth Estimation in Endoscopy by Decoupling Uneven Illumination.
AAAI
Mingyang Ou, Haojin Li, Yifeng Zhang, Ke Niu, Zhongxi Qiu, Heng Li, Jiang Liu
2026 J jnl
Fundus image quality assessment in retinopathy of prematurity via multi-label graph evidential network.
Medical Image Anal.
Donghan Wu, Wenyue Shen, Lu Yuan, Heng Li, Huaying Hao, Juan Ye, Yitian Zhao
2026 — ed.
Ophthalmic Medical Image Analysis - 12th International Workshop, OMIA 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 27, 2025, Proceedings
OMIA@MICCAI
Huihui Fang, Meng Wang, Heng Li, Hao Chen, Hrvoje Bogunovic, Cecilia S. Lee
2025 A* conf
AIF-SFDA: Autonomous Information Filter Driven Source-Free Domain Adaptation for Medical Image Segmentation.
AAAI
Haojin Li, Heng Li, Jianyu Chen, Rihan Zhong, Ke Niu, Huazhu Fu, Jiang Liu
2025 J jnl
AIF-SFDA: Autonomous Information Filter-driven Source-Free Domain Adaptation for Medical Image Segmentation.
CoRR
Haojin Li, Heng Li, Jianyu Chen, Rihan Zhong, Ke Niu, Huazhu Fu, Jiang Liu
2025 J jnl
DeLightMono: Enhancing Self-Supervised Monocular Depth Estimation in Endoscopy by Decoupling Uneven Illumination.
CoRR
Mingyang Ou, Haojin Li, Yifeng Zhang, Ke Niu, Zhongxi Qiu, Heng Li, Jiang Liu
2025 J jnl
Endoscopic Depth Estimation Based on Deep Learning: A Survey.
CoRR
Ke Niu, Zeyun Liu, Xue Feng, Heng Li, Kaize Shi
2025 J jnl
FedCGP: Cluster-Based Gradual Personalization for Federated Medical Image Segmentation.
IEEE Trans. Emerg. Top. Comput. Intell.
Ke Niu, Wenjuan Tai, Jiuyun Cai, Yuhang Zhou, Heng Li
2025 J jnl
Fundus Image Quality Assessment and Enhancement: a Systematic Review.
CoRR
Heng Li, Haojin Li, Mingyang Ou, Xiangyang Yu, Xiaoqing Zhang, Ke Niu, Huazhu Fu, Jiang Liu
2025 J jnl
Multi-View Test-Time Adaptation for Semantic Segmentation in Clinical Cataract Surgery.
IEEE Trans. Medical Imaging
Heng Li, Mingyang Ou, Haojin Li, Zhongxi Qiu, Ke Niu, Huazhu Fu, Jiang Liu
2025 J jnl
PathOrchestra: a comprehensive foundation model for computational pathology with over 100 diverse clinical-grade tasks.
npj Digit. Medicine
Fang Yan, Jianfeng Wu, Jiawen Li, Wei Wang, Yirong Chen, Linda Wei, Jiaxuan Lu, Wen Chen, Zizhao Gao, Jianan Li, Heng Li, Hong Yan, Jiabo Ma, Minda Chen, Yang Lu, Qing Chen, Yizhi Wang, Xitong Ling, Xuenian Wang, Zihan Wang, Qiang Huang, Shengyi Hua, Mianxin Liu, Lei Ma, Tian Shen, Xiaofan Zhang, Yonghong He, Hao Chen, Shaoting Zhang, Zhe Wang
2025 J jnl
PedFed: A performance evaluation-driven federated learning framework for efficient communication.
Int. J. Model. Simul. Sci. Comput.
Ke Niu, Wenjuan Tai, Xueping Peng, Zhongmin Guo, Can Zhang, Heng Li
2025 — conf
RADAR: Enhancing Radiology Report Generation with Supplementary Knowledge Injection.
ACL (1)
Wenjun Hou, Yi Cheng, Kaishuai Xu, Heng Li, Yan Hu, Wenjie Li, Jiang Liu
2025 J jnl
Unleashing Diffusion and State Space Models for Medical Image Segmentation.
CoRR
Rong Wu, Ziqi Chen, Liming Zhong, Heng Li, Hai Shu
2024 — conf
Data Heterogeneity-Aware Personalized Federated Learning for Diagnosis.
OMIA@MICCAI
Huiyan Lin, Heng Li, Haojin Li, Xiangyang Yu, Kuai Yu, Chenhao Liang, Huazhu Fu, Jiang Liu
2024 J jnl
Enhancing and Adapting in the Clinic: Source-Free Unsupervised Domain Adaptation for Medical Image Enhancement.
IEEE Trans. Medical Imaging
Heng Li, Ziqin Lin, Zhongxi Qiu, Zinan Li, Ke Niu, Na Guo, Huazhu Fu, Yan Hu, Jiang Liu
2024 — conf
FD-SDG: Frequency Dropout Based Single Source Domain Generalization Framework for Retinal Vessel Segmentation.
ICIC (LNBI 1)
Boyang Li, Haojin Li, Yule Zhang, Heng Li, Jiangyu Chen, Fuhai Pan, Jianwen Chen, Jiang Liu
2024 J jnl
Is Dataset Quality Still a Concern in Diagnosis Using Large Foundation Model?
CoRR
Ziqin Lin, Heng Li, Zinan Li, Huazhu Fu, Jiang Liu
2024 J jnl
Low-Contrast Medical Image Segmentation via Transformer and Boundary Perception.
IEEE Trans. Emerg. Top. Comput. Intell.
YingLin Zhang, Ruiling Xi, Wei Wang, Heng Li, Lingxi Hu, Huiyan Lin, Dave Towey, Ruibin Bai, Huazhu Fu, Risa Higashita, Jiang Liu
2024 J jnl
RaffeSDG: Random Frequency Filtering enabled Single-source Domain Generalization for Medical Image Segmentation.
CoRR
Heng Li, Haojin Li, Jianyu Chen, Zhongxi Qiu, Huazhu Fu, Lidai Wang, Yan Hu, Jiang Liu
2024 — conf
Semi-ECNet: Edge-Consistency Based Semi-Supervised Retinal Vessel Segmentation Network.
ISBI
Yilun Qiu, Zhongxi Qiu, Yan Hu, Mingyang Bi, Yubo Wang, Jianwen Chen, Yitian Zhao, Heng Li, Jiang Liu
2023 J jnl
A Generic Fundus Image Enhancement Network Boosted by Frequency Self-supervised Representation Learning.
CoRR
Heng Li, Haofeng Liu, Huazhu Fu, Yanwu Xu, Hui Shu, Ke Niu, Yan Hu, Jiang Liu
2023 J jnl
A generic fundus image enhancement network boosted by frequency self-supervised representation learning.
Medical Image Anal.
Heng Li, Haofeng Liu, Huazhu Fu, Yanwu Xu, Hai Shu, Ke Niu, Yan Hu, Jiang Liu
2023 — conf
ACT-Net: Anchor-Context Action Detection in Surgery Videos.
MICCAI (9)
Luoying Hao, Yan Hu, Wenjun Lin, Qun Wang, Heng Li, Huazhu Fu, Jinming Duan, Jiang Liu
2023 J jnl
ACT-Net: Anchor-context Action Detection in Surgery Videos.
CoRR
Luoying Hao, Yan Hu, Wenjun Lin, Qun Wang, Heng Li, Huazhu Fu, Jinming Duan, Jiang Liu
2023 J jnl
CGBA-Net: context-guided bidirectional attention network for surgical instrument segmentation.
Int. J. Comput. Assist. Radiol. Surg.
Yiming Wang, Yan Hu, Junyong Shen, Xiaoqing Zhang, Heng Li, Zhongxi Qiu, Fangfu Ye, Jiang Liu
2023 — conf
Content-Preserving Diffusion Model for Unsupervised AS-OCT Image Despeckling.
MICCAI (7)
Sanqian Li, Risa Higashita, Huazhu Fu, Heng Li, Jingxuan Niu, Jiang Liu
2023 J jnl
Content-Preserving Diffusion Model for Unsupervised AS-OCT image Despeckling.
CoRR
Sanqian Li, Risa Higashita, Huazhu Fu, Heng Li, Jingxuan Liu, Jiang Liu
2023 — conf
Domain Adaptative Retinal Image Quality Assessment with Knowledge Distillation Using Competitive Teacher-Student Network.
ISBI
Yuanming Lin, Heng Li, Haofeng Liu, Hai Shu, Zinan Li, Yan Hu, Jiang Liu
2023 J jnl
Enhancing and Adapting in the Clinic: Source-free Unsupervised Domain Adaptation for Medical Image Enhancement.
CoRR
Heng Li, Ziqin Lin, Zhongxi Qiu, Zinan Li, Huazhu Fu, Yan Hu, Jiang Liu
2023 — conf
Frequency-Mixed Single-Source Domain Generalization for Medical Image Segmentation.
MICCAI (6)
Heng Li, Haojin Li, Wei Zhao, Huazhu Fu, Xiuyun Su, Yan Hu, Jiang Liu
2023 J jnl
Frequency-mixed Single-source Domain Generalization for Medical Image Segmentation.
CoRR
Heng Li, Haojin Li, Wei Zhao, Huazhu Fu, Xiuyun Su, Yan Hu, Jiang Liu
2023 — conf
Investigation and Analysis of Corneal Morphology in Young Divers.
ICAI (1)
Chenyang Mao, Xin Wang, Heng Li, Haojin Li, Dan Zhou, Jianwen Chen, Honglun Dong, Yan Hu, Jiang Liu
2023 J jnl
Learnable Ophthalmology SAM.
CoRR
Zhongxi Qiu, Yan Hu, Heng Li, Jiang Liu
2023 J jnl
Multi-Learner Based Deep Meta-Learning for Few-Shot Medical Image Classification.
IEEE J. Biomed. Health Informatics
Hongyang Jiang, Mengdi Gao, Heng Li, Richu Jin, Hanpei Miao, Jiang Liu
2023 — conf
Self-Supervision Boosted Retinal Vessel Segmentation for Cross-Domain Data.
ISBI
Haojin Li, Heng Li, Hai Shu, Jianyu Chen, Yan Hu, Jiang Liu
2022 J jnl
A Comparative Study of non-deep Learning, Deep Learning, and Ensemble Learning Methods for Sunspot Number Prediction.
Appl. Artif. Intell.
Yuchen Dang, Ziqi Chen, Heng Li, Hai Shu
2022 J jnl
A comparative study of non-deep learning, deep learning, and ensemble learning methods for sunspot number prediction.
CoRR
Yuchen Dang, Ziqi Chen, Heng Li, Hai Shu
2022 J jnl
An Annotation-Free Restoration Network for Cataractous Fundus Images.
IEEE Trans. Medical Imaging
Heng Li, Haofeng Liu, Yan Hu, Huazhu Fu, Yitian Zhao, Hanpei Miao, Jiang Liu
2022 J jnl
An Annotation-free Restoration Network for Cataractous Fundus Images.
CoRR
Heng Li, Haofeng Liu, Yan Hu, Huazhu Fu, Yitian Zhao, Hanpei Miao, Jiang Liu
2022 — conf
Degradation-Invariant Enhancement of Fundus Images via Pyramid Constraint Network.
MICCAI (2)
Haofeng Liu, Heng Li, Huazhu Fu, Ruoxiu Xiao, Yunshu Gao, Yan Hu, Jiang Liu
2022 J jnl
Degradation-invariant Enhancement of Fundus Images via Pyramid Constraint Network.
CoRR
Haofeng Liu, Heng Li, Huazhu Fu, Ruoxiu Xiao, Yunshu Gao, Yan Hu, Jiang Liu
2022 — conf
Domain Adaptive Retinal Vessel Segmentation Guided by High-frequency Component.
OMIA@MICCAI
Haojin Li, Heng Li, Zhongxi Qiu, Yan Hu, Jiang Liu
2022 — conf
Domain Generalization in Restoration of Cataract Fundus Images Via High-Frequency Components.
ISBI
Haofeng Liu, Heng Li, Mingyang Ou, Yitian Zhao, Hong Qi, Yan Hu, Jiang Liu
2022 — conf
MVD-Net: Semantic Segmentation of Cataract Surgery Using Multi-View Learning.
EMBC
Mingyang Ou, Heng Li, Haofeng Liu, Xiaoxuan Wang, Chenlang Yi, Luoying Hao, Yan Hu, Jiang Liu
2022 — conf
Replay-Oriented Gradient Projection Memory for Continual Learning in Medical Scenarios.
BIBM
Kuang Shu, Heng Li, Jie Cheng, Qinghai Guo, Luziwei Leng, Jianxing Liao, Yan Hu, Jiang Liu
2022 — conf
Sample Alignment for Image-to-Image Translation Based Medical Domain Adaptation.
ISBI
Heng Li, Haofeng Liu, Xiaoxuan Wang, Chenlang Yi, Hao Chen, Yan Hu, Jiang Liu
2022 — conf
Screening of Dementia on OCTA Images via Multi-projection Consistency and Complementarity.
MICCAI (2)
Xingyue Wang, Heng Li, Zunjie Xiao, Huazhu Fu, Yitian Zhao, Richu Jin, Shuting Zhang, William Robert Kwapong, Ziyi Zhang, Hanpei Miao, Jiang Liu
2022 — conf
Structure-Consistent Restoration Network for Cataract Fundus Image Enhancement.
MICCAI (2)
Heng Li, Haofeng Liu, Huazhu Fu, Hai Shu, Yitian Zhao, Xiaoling Luo, Yan Hu, Jiang Liu
2022 J jnl
Structure-consistent Restoration Network for Cataract Fundus Image Enhancement.
CoRR
Heng Li, Haofeng Liu, Huazhu Fu, Hai Shu, Yitian Zhao, Xiaoling Luo, Yan Hu, Jiang Liu
2022 — conf
Temporal Context Framework for Endoscopy Artefact Segmentation and Detection.
EndoCV@ISBI
Haili Ye, Hanpei Miao, Jiang Liu, Dahan Wang, Heng Li
2022 — conf
Understanding How Fundus Image Quality Degradation Affects CNN-based Diagnosis.
EMBC
Haofeng Liu, Haojin Li, Xiaoxuan Wang, Heng Li, Mingyang Ou, Luoying Hao, Yan Hu, Jiang Liu
2021 — conf
Restoration Of Cataract Fundus Images Via Unsupervised Domain Adaptation.
ISBI
Heng Li, Haofeng Liu, Yan Hu, Risa Higashita, Yitian Zhao, Hong Qi, Jiang Liu
2020 — conf
CT Scan Synthesis for Promoting Computer-Aided Diagnosis Capacity of COVID-19.
ICIC (2)
Heng Li, Yan Hu, Sanqian Li, Wenjun Lin, Peng Liu, Risa Higashita, Jiang Liu