Yijin Huang

40 papers A* 1B 1Journal 19Unranked 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
MIRAGE: Medical image-text pre-training for robustness against noisy environments.
Medical Image Anal.
Pujin Cheng, Yijin Huang, Li Lin, Junyan Lyu, Kenneth Kin-Yip Wong, Xiaoying Tang
2025 J jnl
Boosting Memory Efficiency in Transfer Learning for High-Resolution Medical Image Classification.
IEEE Trans. Neural Networks Learn. Syst.
Yijin Huang, Pujin Cheng, Roger C. Tam, Xiaoying Tang
2024 J jnl
AugPaste: A one-shot approach for diabetic retinopathy detection.
Biomed. Signal Process. Control.
Jiaming Qiu, Weikai Huang, Yijin Huang, Nanxi Yu, Xiaoying Tang
2024 J jnl
FPT+: A Parameter and Memory Efficient Transfer Learning Method for High-resolution Medical Image Classification.
CoRR
Yijin Huang, Pujin Cheng, Roger C. Tam, Xiaoying Tang
2024 J jnl
FPT: Fine-grained Prompt Tuning for Parameter and Memory Efficient Fine Tuning in High-resolution Medical Image Classification.
CoRR
Yijin Huang, Pujin Cheng, Roger C. Tam, Xiaoying Tang
2024 — conf
Fine-Grained Prompt Tuning: A Parameter and Memory Efficient Transfer Learning Method for High-Resolution Medical Image Classification.
MICCAI (12)
Yijin Huang, Pujin Cheng, Roger C. Tam, Xiaoying Tang
2024 — conf
Fusion Side Tuning: A Parameter and Memory Efficient Fine-tuning Method for High-resolution Medical Image Classification.
BIBM
Zhangchi Wang, Yijin Huang, Yidu Wu, Pujin Cheng, Li Lin, Qinghai Guo, Xiaoying Tang
2024 J jnl
SSiT: Saliency-Guided Self-Supervised Image Transformer for Diabetic Retinopathy Grading.
IEEE J. Biomed. Health Informatics
Yijin Huang, Junyan Lyu, Pujin Cheng, Roger C. Tam, Xiaoying Tang
2024 — conf
Saliency-Guided and Patch-Based Mixup for Long-Tailed Skin Cancer Image Classification.
ISBI
Tianyunxi Wei, Yijin Huang, Li Lin, Pujin Cheng, Sirui Li, Xiaoying Tang
2024 J jnl
Saliency-guided and Patch-based Mixup for Long-tailed Skin Cancer Image Classification.
CoRR
Tianyunxi Wei, Yijin Huang, Li Lin, Pujin Cheng, Sirui Li, Xiaoying Tang
2024 — conf
SnapSeg: Training-Free Few-Shot Medical Image Segmentation with Segment Anything Model.
TAI4H
Nanxi Yu, Zhiyuan Cai, Yijin Huang, Xiaoying Tang
2024 — conf
Text-Guided Foundation Model Adaptation for Long-Tailed Medical Image Classification.
ISBI
Sirui Li, Li Lin, Yijin Huang, Pujin Cheng, Xiaoying Tang
2024 J jnl
Text-guided Foundation Model Adaptation for Long-Tailed Medical Image Classification.
CoRR
Sirui Li, Li Lin, Yijin Huang, Pujin Cheng, Xiaoying Tang
2023 B conf
An FPGA-based edge computing and accelerating platform for fast diabetic retinopathy diagnosis.
Image Processing
Silong Li, Jiaming Qiu, Yijin Huang, Xiaoying Tang, Terry Tao Ye
2023 — conf
CCMix: Curriculum of Class-Wise Mixup for Long-Tailed Medical Image Classification.
MLMI@MICCAI (2)
Sirui Li, Fuheng Zhang, Tianyunxi Wei, Li Lin, Yijin Huang, Pujin Cheng, Xiaoying Tang
2023 J jnl
Learning Enhancement From Degradation: A Diffusion Model For Fundus Image Enhancement.
CoRR
Pujin Cheng, Li Lin, Yijin Huang, Huaqing He, Wenhan Luo, Xiaoying Tang
2023 — conf
MEDKD: Enhancing Medical Image Classification with Multiple Expert Decoupled Knowledge Distillation for Long-Tail Data.
MLMI@MICCAI (2)
Fuheng Zhang, Sirui Li, Tianyunxi Wei, Li Lin, Yijin Huang, Pujin Cheng, Xiaoying Tang
2023 A* conf
PRIOR: Prototype Representation Joint Learning from Medical Images and Reports.
ICCV
Pujin Cheng, Li Lin, Junyan Lyu, Yijin Huang, Wenhan Luo, Xiaoying Tang
2023 J jnl
PRIOR: Prototype Representation Joint Learning from Medical Images and Reports.
CoRR
Pujin Cheng, Li Lin, Junyan Lyu, Yijin Huang, Wenhan Luo, Xiaoying Tang
2023 — conf
Uno-Qa: an Unsupervised Anomaly-Aware Framework with Test-Time Clustering for Octa Image Quality Assessment.
ISBI
Juntao Chen, Li Lin, Pujin Cheng, Yijin Huang, Xiaoying Tang
2022 J jnl
AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation.
CoRR
Junyan Lyu, Yiqi Zhang, Yijin Huang, Li Lin, Pujin Cheng, Xiaoying Tang
2022 J jnl
AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation.
IEEE Trans. Medical Imaging
Junyan Lyu, Yiqi Zhang, Yijin Huang, Li Lin, Pujin Cheng, Xiaoying Tang
2022 — conf
AugPaste: One-Shot Anomaly Detection for Medical Images.
OMIA@MICCAI
Weikai Huang, Yijin Huang, Xiaoying Tang
2022 — conf
Lesion2void: Unsupervised Anomaly Detection in Fundus Images.
ISBI
Yijin Huang, Weikai Huang, Wenhao Luo, Xiaoying Tang
2022 J jnl
LesionPaste: One-Shot Anomaly Detection for Medical Images.
CoRR
Weikai Huang, Yijin Huang, Xiaoying Tang
2022 — conf
Multi-parametric Magnetic Resonance Imaging Fusion for Automatic Classification of Prostate Cancer.
EMBC
Weikai Huang, Xiangyu Wang, Yijin Huang, Fan Lin, Xiaoying Tang
2022 J jnl
SSiT: Saliency-guided Self-supervised Image Transformer for Diabetic Retinopathy Grading.
CoRR
Yijin Huang, Junyan Lyu, Pujin Cheng, Roger C. Tam, Xiaoying Tang
2022 J jnl
UNO-QA: An Unsupervised Anomaly-Aware Framework with Test-Time Clustering for OCTA Image Quality Assessment.
CoRR
Juntao Chen, Li Lin, Pujin Cheng, Yijin Huang, Xiaoying Tang
2021 — conf
BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framework for Segmenting and Classifying OCTA Images.
MICCAI (8)
Li Lin, Zhonghua Wang, Jiewei Wu, Yijin Huang, Junyan Lyu, Pujin Cheng, Jiong Wu, Xiaoying Tang
2021 J jnl
BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framework for Segmenting and Classifying OCTA Images.
CoRR
Li Lin, Zhonghua Wang, Jiewei Wu, Yijin Huang, Junyan Lyu, Pujin Cheng, Jiong Wu, Xiaoying Tang
2021 — conf
I-SECRET: Importance-Guided Fundus Image Enhancement via Semi-supervised Contrastive Constraining.
MICCAI (8)
Pujin Cheng, Li Lin, Yijin Huang, Junyan Lyu, Xiaoying Tang
2021 J jnl
Identifying the key components in ResNet-50 for diabetic retinopathy grading from fundus images: a systematic investigation.
CoRR
Yijin Huang, Li Lin, Pujin Cheng, Junyan Lyu, Xiaoying Tang
2021 — conf
Lesion-Based Contrastive Learning for Diabetic Retinopathy Grading from Fundus Images.
MICCAI (2)
Yijin Huang, Li Lin, Pujin Cheng, Junyan Lyu, Xiaoying Tang
2021 J jnl
Lesion-based Contrastive Learning for Diabetic Retinopathy Grading from Fundus Images.
CoRR
Yijin Huang, Li Lin, Pujin Cheng, Junyan Lyu, Xiaoying Tang
2021 — conf
Prior Guided Fundus Image Quality Enhancement Via Contrastive Learning.
ISBI
Pujin Cheng, Li Lin, Yijin Huang, Junyan Lyu, Xiaoying Tang
2020 — conf
Automated Diabetic Retinopathy Identification via Lesion Guided Network.
ISICDM
Xiaoying Tang, Yijin Huang, Li Lin, Meng Li, Jin Yuan
2020 — conf
Automated Hemorrhage Detection from Coarsely Annotated Fundus Images in Diabetic Retinopathy.
ISBI
Yijin Huang, Li Lin, Meng Li, Jiewei Wu, Pujin Cheng, Kai Wang, Jin Yuan, Xiaoying Tang
2020 — conf
Deep Learning Based Discrimination of Corneal Ulcer Patterns Using Fluorescein Staining Images.
ISICDM
Zhonghua Wang, Yijin Huang, Junyan Lyu, Pujin Cheng, Xiaoying Tang
2020 J jnl
Efficient and robust optic disc detection and fovea localization using region proposal network and cascaded network.
Biomed. Signal Process. Control.
Yijin Huang, Zhiquan Zhong, Jin Yuan, Xiaoying Tang
2020 — conf
Probability distribution guided optic disc and cup segmentation from fundus images.
EMBC
Pujin Cheng, Junyan Lyu, Yijin Huang, Xiaoying Tang