Kai Yu

28 papers A* 2B 3Journal 20Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
An integrated language-vision foundation model for conversational diagnostics and triaging in primary eye care.
CoRR
Zhi Da Soh, Yang Bai, Kai Yu, Yang Zhou, Xiaofeng Lei, Sahil Thakur, Zann Lee, Lee Ching Linette Phang, Qingsheng Peng, Cancan Xue, Rachel Chong, Quan V. Hoang, Lavanya Raghavan, Yih Chung Tham, Charumathi Sabanayagam, Wei-Chi Wu, Ming-Chih Ho, Jiangnan He, Preeti Gupta, Ecosse Lamoureux, Seang Mei Saw, Vinay Nangia, Songhomitra Panda-Jonas, Jie Xu, Ya Xing Wang, Xinxing Xu, Jost B. Jonas, Tien Yin Wong, Rick Siow Mong Goh, Yong Liu, Ching-Yu Cheng
2025 J jnl
Reliable Federated Disentangling Network for Non-IID Domain Feature.
IEEE Trans. Big Data
Meng Wang, Kai Yu, Chun-Mei Feng, Yiming Qian, Ke Zou, Lianyu Wang, Rick Siow Mong Goh, Xinxing Xu, Yong Liu, Huazhu Fu
2025 J jnl
Text to Image for Multi-Label Image Recognition With Joint Prompt-Adapter Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Chun-Mei Feng, Kai Yu, Xinxing Xu, Salman Khan, Rick Siow Mong Goh, Wangmeng Zuo, Yong Liu
2025 J jnl
Text to Image for Multi-Label Image Recognition with Joint Prompt-Adapter Learning.
CoRR
Chun-Mei Feng, Kai Yu, Xinxing Xu, Salman Khan, Rick Siow Mong Goh, Wangmeng Zuo, Yong Liu
2024 J jnl
Common and Rare Fundus Diseases Identification Using Vision-Language Foundation Model with Knowledge of Over 400 Diseases.
CoRR
Meng Wang, Tian Lin, Aidi Lin, Kai Yu, Yuanyuan Peng, Lianyu Wang, Cheng Chen, Ke Zou, Huiyu Liang, Man Chen, Xue Yao, Meiqin Zhang, Binwei Huang, Chaoxin Zheng, Peixin Zhang, Wei Chen, Yilong Luo, Yifan Chen, Honghe Xia, Tingkun Shi, Qi Zhang, Jinming Guo, Xiaolin Chen, Jingcheng Wang, Yih Chung Tham, Dianbo Liu, Wendy Wong, Sahil Thakur, Beau Fenner, Danqi Fang, Siying Liu, Qingyun Liu, Yuqiang Huang, Hongqiang Zeng, Yanda Meng, Yukun Zhou, Zehua Jiang, Minghui Qiu, Changqing Zhang, Xinjian Chen, Sophia Y. Wang, Cecilia S. Lee, Lucia Sobrin, Carol Y. Cheung, Chi Pui Pang, Pearse A. Keane, Ching-Yu Cheng, Haoyu Chen, Huazhu Fu
2024 J jnl
Exploring Separable Attention for Multi-Contrast MR Image Super-Resolution.
IEEE Trans. Neural Networks Learn. Syst.
Chun-Mei Feng, Yunlu Yan, Kai Yu, Yong Xu, Huazhu Fu, Jian Yang, Ling Shao
2024 — conf
UrFound: Towards Universal Retinal Foundation Models via Knowledge-Guided Masked Modeling.
MICCAI (12)
Kai Yu, Yang Zhou, Yang Bai, Zhi Da Soh, Xinxing Xu, Rick Siow Mong Goh, Ching-Yu Cheng, Yong Liu
2024 J jnl
UrFound: Towards Universal Retinal Foundation Models via Knowledge-Guided Masked Modeling.
CoRR
Kai Yu, Yang Zhou, Yang Bai, Zhi Da Soh, Xinxing Xu, Rick Siow Mong Goh, Ching-Yu Cheng, Yong Liu
2023 A* conf
Diverse Data Augmentation with Diffusions for Effective Test-time Prompt Tuning.
ICCV
Chun-Mei Feng, Kai Yu, Yong Liu, Salman Khan, Wangmeng Zuo
2023 J jnl
Diverse Data Augmentation with Diffusions for Effective Test-time Prompt Tuning.
CoRR
Chun-Mei Feng, Kai Yu, Yong Liu, Salman H. Khan, Wangmeng Zuo
2023 J jnl
Graph Attention U-Net for Retinal Layer Surface Detection and Choroid Neovascularization Segmentation in OCT Images.
IEEE Trans. Medical Imaging
Yuhe Shen, Jiang Li, Weifang Zhu, Kai Yu, Meng Wang, Yuanyuan Peng, Yi Zhou, Liling Guan, Xinjian Chen
2023 J jnl
Self-Guided Optimization Semi-Supervised Method for Joint Segmentation of Macular Hole and Cystoid Macular Edema in Retinal OCT Images.
IEEE Trans. Biomed. Eng.
Meng Wang, Tian Lin, Yuanyuan Peng, Weifang Zhu, Yi Zhou, Fei Shi, Kai Yu, Qingquan Meng, Yong Liu, Zhongyue Chen, Yuhe Shen, Dehui Xiang, Haoyu Chen, Xinjian Chen
2023 A* conf
Towards Instance-adaptive Inference for Federated Learning.
ICCV
Chun-Mei Feng, Kai Yu, Nian Liu, Xinxing Xu, Salman Khan, Wangmeng Zuo
2023 J jnl
Towards Instance-adaptive Inference for Federated Learning.
CoRR
Chun-Mei Feng, Kai Yu, Nian Liu, Xinxing Xu, Salman Khan, Wangmeng Zuo
2023 J jnl
TrFedDis: Trusted Federated Disentangling Network for Non-IID Domain Feature.
CoRR
Meng Wang, Kai Yu, Chun-Mei Feng, Yiming Qian, Ke Zou, Lianyu Wang, Rick Siow Mong Goh, Xinxing Xu, Yong Liu, Huazhu Fu
2022 J jnl
MsTGANet: Automatic Drusen Segmentation From Retinal OCT Images.
IEEE Trans. Medical Imaging
Meng Wang, Weifang Zhu, Fei Shi, Jinzhu Su, Haoyu Chen, Kai Yu, Yi Zhou, Yuanyuan Peng, Zhongyue Chen, Xinjian Chen
2022 J jnl
Speckle Noise Reduction for OCT Images Based on Image Style Transfer and Conditional GAN.
IEEE J. Biomed. Health Informatics
Yi Zhou, Kai Yu, Meng Wang, Yuhui Ma, Yuanyuan Peng, Zhongyue Chen, Weifang Zhu, Fei Shi, Xinjian Chen
2022 — conf
Tiny-Lesion Segmentation in OCT via Multi-scale Wavelet Enhanced Transformer.
OMIA@MICCAI
Meng Wang, Kai Yu, Xinxing Xu, Yi Zhou, Yuanyuan Peng, Yanyu Xu, Rick Siow Mong Goh, Yong Liu, Huazhu Fu
2021 J jnl
Automatic Staging for Retinopathy of Prematurity With Deep Feature Fusion and Ordinal Classification Strategy.
IEEE Trans. Medical Imaging
Yuanyuan Peng, Weifang Zhu, Zhongyue Chen, Meng Wang, Le Geng, Kai Yu, Yi Zhou, Ting Wang, Daoman Xiang, Feng Chen, Xinjian Chen
2021 J jnl
Semi-Supervised Capsule cGAN for Speckle Noise Reduction in Retinal OCT Images.
IEEE Trans. Medical Imaging
Meng Wang, Weifang Zhu, Kai Yu, Zhongyue Chen, Fei Shi, Yi Zhou, Yuhui Ma, Yuanyuan Peng, Dengsen Bao, Shuanglang Feng, Lei Ye, Dehui Xiang, Xinjian Chen
2020 J jnl
OCTRexpert: A Feature-Based 3D Registration Method for Retinal OCT Images.
IEEE Trans. Image Process.
Lingjiao Pan, Fei Shi, Dehui Xiang, Kai Yu, Luwen Duan, Jian Zheng, Xinjian Chen
2019 B conf
A CNN based retinal regression model for Bruch's membrane opening detection.
Image Processing
Yuhe Shen, Liling Guan, Kai Yu, Xinjian Chen
2019 B conf
Fully automated detection and quantification of multiple retinal lesions in OCT volumes based on deep learning and improved DRLSE.
Image Processing
Liling Guan, Kai Yu, Xinjian Chen
2019 J jnl
OIPAV: an Integrated Software System for Ophthalmic Image Processing, Analysis, and Visualization.
J. Digit. Imaging
Lichun Zhang, Dehui Xiang, Chao Jin, Fei Shi, Kai Yu, Xinjian Chen
2019 J jnl
Surrogate-Assisted Retinal OCT Image Classification Based on Convolutional Neural Networks.
IEEE J. Biomed. Health Informatics
Yibiao Rong, Dehui Xiang, Weifang Zhu, Kai Yu, Fei Shi, Zhun Fan, Xinjian Chen
2018 — conf
Explaining Convolutional Neural Networks for Area Estimation of Choroidal Neovascularization via Genetic Programming.
COMPAY/OMIA@MICCAI
Yibiao Rong, Kai Yu, Dehui Xiang, Weifang Zhu, Zhun Fan, Xinjian Chen
2017 J jnl
Single-Channel Sparse Non-Negative Blind Source Separation Method for Automatic 3-D Delineation of Lung Tumor in PET Images.
IEEE J. Biomed. Health Informatics
Ivica Kopriva, Wei Ju, Bin Zhang, Fei Shi, Dehui Xiang, Kai Yu, Ximing Wang, Ulas Bagci, Xinjian Chen
2016 B conf
A novel 3D graph cut based co-segmentation of lung tumor on PET-CT images with Gaussian mixture models.
Image Processing
Kai Yu, Xinjian Chen, Fei Shi, Weifang Zhu, Bin Zhang, Dehui Xiang