Cheng Bian

57 papers A* 8Journal 32Unranked 17
YearRankTypeTitle / Venue / Authors
2026 A* conf
Lost in Time? A Meta-Learning Framework for Time-Shift-Tolerant Physiological Signal Transformation.
AAAI
Qian Hong, Cheng Bian, Xiao Zhou, Xiaoyu Li, Yelei Li, Zijing Zeng
2025 J jnl
Lost in Time? A Meta-Learning Framework for Time-Shift-Tolerant Physiological Signal Transformation.
CoRR
Qian Hong, Cheng Bian, Xiao Zhou, Xiaoyu Li, Yelei Li, Zijing Zeng
2024 A* conf
Constraint Latent Space Matters: An Anti-anomalous Waveform Transformation Solution from Photoplethysmography to Arterial Blood Pressure.
AAAI
Cheng Bian, Xiaoyu Li, Qi Bi, Guangpu Zhu, Jiegeng Lyu, Weile Zhang, Yelei Li, Zijing Zeng
2024 J jnl
Constraint Latent Space Matters: An Anti-anomalous Waveform Transformation Solution from Photoplethysmography to Arterial Blood Pressure.
CoRR
Cheng Bian, Xiaoyu Li, Qi Bi, Guangpu Zhu, Jiegeng Lyu, Weile Zhang, Yelei Li, Zijing Zeng
2023 J jnl
GraphSKT: Graph-Guided Structured Knowledge Transfer for Domain Adaptive Lesion Detection.
IEEE Trans. Medical Imaging
Chaoqi Chen, Jiexiang Wang, Junwen Pan, Cheng Bian, Zhicheng Zhang
2023 J jnl
MIL-ViT: A multiple instance vision transformer for fundus image classification.
J. Vis. Commun. Image Represent.
Qi Bi, Xu Sun, Shuang Yu, Kai Ma, Cheng Bian, Munan Ning, Nanjun He, Yawen Huang, Yuexiang Li, Hanruo Liu, Yefeng Zheng
2023 A* conf
Multispectral Video Semantic Segmentation: A Benchmark Dataset and Baseline.
CVPR
Wei Ji, Jingjing Li, Cheng Bian, Zongwei Zhou, Jiaying Zhao, Alan L. Yuille, Li Cheng
2023 J jnl
Protein Representation Learning via Knowledge Enhanced Primary Structure Modeling.
CoRR
Hong-Yu Zhou, Yunxiang Fu, Zhicheng Zhang, Cheng Bian, Yizhou Yu
2023 A* conf
Protein Representation Learning via Knowledge Enhanced Primary Structure Reasoning.
ICLR
Hong-Yu Zhou, Yunxiang Fu, Zhicheng Zhang, Cheng Bian, Yizhou Yu
2023 A* conf
SemanticRT: A Large-Scale Dataset and Method for Robust Semantic Segmentation in Multispectral Images.
ACM Multimedia
Wei Ji, Jingjing Li, Cheng Bian, Zhicheng Zhang, Li Cheng
2022 J jnl
Domain Adaptation Meets Zero-Shot Learning: An Annotation-Efficient Approach to Multi-Modality Medical Image Segmentation.
CoRR
Cheng Bian, Chenglang Yuan, Kai Ma, Shuang Yu, Dong Wei, Yefeng Zheng
2022 J jnl
Domain Adaptation Meets Zero-Shot Learning: An Annotation-Efficient Approach to Multi-Modality Medical Image Segmentation.
IEEE Trans. Medical Imaging
Cheng Bian, Chenglang Yuan, Kai Ma, Shuang Yu, Dong Wei, Yefeng Zheng
2022 A* conf
Label-Efficient Hybrid-Supervised Learning for Medical Image Segmentation.
AAAI
Junwen Pan, Qi Bi, Yanzhan Yang, Pengfei Zhu, Cheng Bian
2022 J jnl
Label-efficient Hybrid-supervised Learning for Medical Image Segmentation.
CoRR
Junwen Pan, Qi Bi, Yanzhan Yang, Pengfei Zhu, Cheng Bian
2022 — conf
ProCo: Prototype-Aware Contrastive Learning for Long-Tailed Medical Image Classification.
MICCAI (8)
Zhixiong Yang, Junwen Pan, Yanzhan Yang, Xiaozhou Shi, Hong-Yu Zhou, Zhicheng Zhang, Cheng Bian
2022 J jnl
ProCo: Prototype-aware Contrastive Learning for Long-tailed Medical Image Classification.
CoRR
Zhixiong Yang, Junwen Pan, Yanzhan Yang, Xiaozhou Shi, Hong-Yu Zhou, Zhicheng Zhang, Cheng Bian
2022 J jnl
REFUGE2 Challenge: Treasure for Multi-Domain Learning in Glaucoma Assessment.
CoRR
Huihui Fang, Fei Li, Huazhu Fu, Xu Sun, Xingxing Cao, Jaemin Son, Shuang Yu, Menglu Zhang, Chenglang Yuan, Cheng Bian, Baiying Lei, Benjian Zhao, Xinxing Xu, Shaohua Li, Francisco Fumero, José F. Sigut, Haidar Almubarak, Yakoub Bazi, Yuanhao Guo, Yating Zhou, Ujjwal Baid, Shubham Innani, Tianjiao Guo, Jie Yang, José Ignacio Orlando, Hrvoje Bogunovic, Xiulan Zhang, Yanwu Xu
2022 J jnl
TW-GAN: Topology and width aware GAN for retinal artery/vein classification.
Medical Image Anal.
Wenting Chen, Shuang Yu, Kai Ma, Wei Ji, Cheng Bian, Chunyan Chu, Linlin Shen, Yefeng Zheng
2022 J jnl
Tell Me the Evidence? Dual Visual-Linguistic Interaction for Answer Grounding.
CoRR
Junwen Pan, Guanlin Chen, Yi Liu, Jiexiang Wang, Cheng Bian, Pengfei Zhu, Zhicheng Zhang
2021 — conf
A New Bidirectional Unsupervised Domain Adaptation Segmentation Framework.
IPMI
Munan Ning, Cheng Bian, Dong Wei, Shuang Yu, Chenglang Yuan, Yaohua Wang, Yang Guo, Kai Ma, Yefeng Zheng
2021 J jnl
A New Bidirectional Unsupervised Domain Adaptation Segmentation Framework.
CoRR
Munan Ning, Cheng Bian, Dong Wei, Chenglang Yuan, Yaohua Wang, Yang Guo, Kai Ma, Yefeng Zheng
2021 J jnl
A global benchmark of algorithms for segmenting the left atrium from late gadolinium-enhanced cardiac magnetic resonance imaging.
Medical Image Anal.
Zhaohan Xiong, Qing Xia, Zhiqiang Hu, Ning Huang, Cheng Bian, Yefeng Zheng, Sulaiman Vesal, Nishant Ravikumar, Andreas K. Maier, Xin Yang, Pheng-Ann Heng, Dong Ni, Caizi Li, Qianqian Tong, Weixin Si, Élodie Puybareau, Younes Khoudli, Thierry Géraud, Jichao Zhao
2021 A* conf
Learning Calibrated Medical Image Segmentation via Multi-Rater Agreement Modeling.
CVPR
Wei Ji, Shuang Yu, Junde Wu, Kai Ma, Cheng Bian, Qi Bi, Jingjing Li, Hanruo Liu, Li Cheng, Yefeng Zheng
2021 — conf
Local-Global Dual Perception Based Deep Multiple Instance Learning for Retinal Disease Classification.
MICCAI (8)
Qi Bi, Shuang Yu, Wei Ji, Cheng Bian, Lijun Gong, Hanruo Liu, Kai Ma, Yefeng Zheng
2021 — conf
MIL-VT: Multiple Instance Learning Enhanced Vision Transformer for Fundus Image Classification.
MICCAI (8)
Shuang Yu, Kai Ma, Qi Bi, Cheng Bian, Munan Ning, Nanjun He, Yuexiang Li, Hanruo Liu, Yefeng Zheng
2021 A* conf
Multi-Anchor Active Domain Adaptation for Semantic Segmentation.
ICCV
Munan Ning, Donghuan Lu, Dong Wei, Cheng Bian, Chenglang Yuan, Shuang Yu, Kai Ma, Yefeng Zheng
2021 J jnl
Multi-Anchor Active Domain Adaptation for Semantic Segmentation.
CoRR
Munan Ning, Donghuan Lu, Dong Wei, Cheng Bian, Chenglang Yuan, Shuang Yu, Kai Ma, Yefeng Zheng
2021 — conf
The Winner of Age Challenge: Going One Step Further From Keypoint Detection to Scleral Spur Localization.
ISBI
Xing Tao, Chenglang Yuan, Cheng Bian, Yuexiang Li, Kai Ma, Dong Ni, Yefeng Zheng
2020 J jnl
A Global Benchmark of Algorithms for Segmenting Late Gadolinium-Enhanced Cardiac Magnetic Resonance Imaging.
CoRR
Zhaohan Xiong, Qing Xia, Zhiqiang Hu, Ning Huang, Cheng Bian, Yefeng Zheng, Sulaiman Vesal, Nishant Ravikumar, Andreas K. Maier, Xin Yang, Pheng-Ann Heng, Dong Ni, Caizi Li, Qianqian Tong, Weixin Si, Élodie Puybareau, Younes Khoudli, Thierry Géraud, Chen Chen, Wenjia Bai, Daniel Rueckert, Lingchao Xu, Xiahai Zhuang, Xinzhe Luo, Shuman Jia, Maxime Sermesant, Yashu Liu, Kuanquan Wang, Davide Borra, Alessandro Masci, Cristiana Corsi, Coen de Vente, Mitko Veta, Rashed Karim, Chandrakanth Jayachandran Preetha, Sandy Engelhardt, Mengyun Qiao, Yuanyuan Wang, Qian Tao, Marta Nuñez Garcia, Oscar Camara, Nicoló Savioli, Pablo Lamata, Jichao Zhao
2020 — conf
A Macro-Micro Weakly-Supervised Framework for AS-OCT Tissue Segmentation.
MICCAI (5)
Munan Ning, Cheng Bian, Donghuan Lu, Hong-Yu Zhou, Shuang Yu, Chenglang Yuan, Yang Guo, Yaohua Wang, Kai Ma, Yefeng Zheng
2020 J jnl
A Macro-Micro Weakly-supervised Framework for AS-OCT Tissue Segmentation.
CoRR
Munan Ning, Cheng Bian, Donghuan Lu, Hong-Yu Zhou, Shuang Yu, Chenglang Yuan, Yang Guo, Yaohua Wang, Kai Ma, Yefeng Zheng
2020 J jnl
AGE Challenge: Angle Closure Glaucoma Evaluation in Anterior Segment Optical Coherence Tomography.
CoRR
Huazhu Fu, Fei Li, Xu Sun, Xingxing Cao, Jingan Liao, José Ignacio Orlando, Xing Tao, Yuexiang Li, Shihao Zhang, Mingkui Tan, Chenglang Yuan, Cheng Bian, Ruitao Xie, Jiongcheng Li, Xiaomeng Li, Jing Wang, Le Geng, Panming Li, Huaying Hao, Jiang Liu, Yan Kong, Yongyong Ren, Hrvoje Bogunovic, Xiulan Zhang, Yanwu Xu
2020 J jnl
AGE challenge: Angle Closure Glaucoma Evaluation in Anterior Segment Optical Coherence Tomography.
Medical Image Anal.
Huazhu Fu, Fei Li, Xu Sun, Xingxing Cao, Jingan Liao, José Ignacio Orlando, Xing Tao, Yuexiang Li, Shihao Zhang, Mingkui Tan, Chenglang Yuan, Cheng Bian, Ruitao Xie, Jiongcheng Li, Xiaomeng Li, Jing Wang, Le Geng, Panming Li, Yanwu Xu
2020 J jnl
Comparing to Learn: Surpassing ImageNet Pretraining on Radiographs By Comparing Image Representations.
CoRR
Hong-Yu Zhou, Shuang Yu, Cheng Bian, Yifan Hu, Kai Ma, Yefeng Zheng
2020 — conf
Comparing to Learn: Surpassing ImageNet Pretraining on Radiographs by Comparing Image Representations.
MICCAI (1)
Hong-Yu Zhou, Shuang Yu, Cheng Bian, Yifan Hu, Kai Ma, Yefeng Zheng
2020 — conf
Difficulty-Aware Glaucoma Classification with Multi-rater Consensus Modeling.
MICCAI (1)
Shuang Yu, Hong-Yu Zhou, Kai Ma, Cheng Bian, Chunyan Chu, Hanruo Liu, Yefeng Zheng
2020 J jnl
Difficulty-aware Glaucoma Classification with Multi-Rater Consensus Modeling.
CoRR
Shuang Yu, Hong-Yu Zhou, Kai Ma, Cheng Bian, Chunyan Chu, Hanruo Liu, Yefeng Zheng
2020 — conf
Ensembled ResUnet for Anatomical Brain Barriers Segmentation.
MICCAI (Challenges)
Munan Ning, Cheng Bian, Chenglang Yuan, Kai Ma, Yefeng Zheng
2020 J jnl
Ensembled ResUnet for Anatomical Brain Barriers Segmentation.
CoRR
Munan Ning, Cheng Bian, Chenglang Yuan, Kai Ma, Yefeng Zheng
2020 J jnl
Self-co-attention neural network for anatomy segmentation in whole breast ultrasound.
Medical Image Anal.
Baiying Lei, Shan Huang, Hang Li, Ran Li, Cheng Bian, Yi-Hong Chou, Jie Du, Peng Zhou, Xuehao Gong, Jie-Zhi Cheng
2020 — conf
TR-GAN: Topology Ranking GAN with Triplet Loss for Retinal Artery/Vein Classification.
MICCAI (5)
Wenting Chen, Shuang Yu, Junde Wu, Kai Ma, Cheng Bian, Chunyan Chu, Linlin Shen, Yefeng Zheng
2020 J jnl
TR-GAN: Topology Ranking GAN with Triplet Loss for Retinal Artery/Vein Classification.
CoRR
Wenting Chen, Shuang Yu, Junde Wu, Kai Ma, Cheng Bian, Chunyan Chu, Linlin Shen, Yefeng Zheng
2020 J jnl
Uncertainty-aware domain alignment for anatomical structure segmentation.
Medical Image Anal.
Cheng Bian, Chenglang Yuan, Jiexiang Wang, Meng Li, Xin Yang, Shuang Yu, Kai Ma, Jin Yuan, Yefeng Zheng
2019 J jnl
Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge.
CoRR
Xiahai Zhuang, Lei Li, Christian Payer, Darko Stern, Martin Urschler, Mattias P. Heinrich, Julien Oster, Chunliang Wang, Örjan Smedby, Cheng Bian, Xin Yang, Pheng-Ann Heng, Aliasghar Mortazi, Ulas Bagci, Guanyu Yang, Chenchen Sun, Gaetan Galisot, Jean-Yves Ramel, Thierry Brouard, Qianqian Tong, Weixin Si, Xiangyun Liao, Guodong Zeng, Zenglin Shi, Guoyan Zheng, Chengjia Wang, Tom J. MacGillivray, David E. Newby, Kawal S. Rhode, Sébastien Ourselin, Raad Mohiaddin, Jennifer Keegan, David N. Firmin, Guang Yang
2019 J jnl
Evaluation of algorithms for Multi-Modality Whole Heart Segmentation: An open-access grand challenge.
Medical Image Anal.
Xiahai Zhuang, Lei Li, Christian Payer, Darko Stern, Martin Urschler, Mattias P. Heinrich, Julien Oster, Chunliang Wang, Örjan Smedby, Cheng Bian, Xin Yang, Pheng-Ann Heng, Aliasghar Mortazi, Ulas Bagci, Guanyu Yang, Chenchen Sun, Gaetan Galisot, Jean-Yves Ramel, Guang Yang
2019 J jnl
Identification of primary angle-closure on AS-OCT images with Convolutional Neural Networks.
CoRR
Chenglang Yuan, Cheng Bian, Hongjian Kang, Shu Liang, Kai Ma, Yefeng Zheng
2019 J jnl
Towards Automated Semantic Segmentation in Prenatal Volumetric Ultrasound.
IEEE Trans. Medical Imaging
Xin Yang, Lequan Yu, Shengli Li, Huaxuan Wen, Dandan Luo, Cheng Bian, Jing Qin, Dong Ni, Pheng-Ann Heng
2019 J jnl
Uncertainty-Guided Domain Alignment for Layer Segmentation in OCT Images.
CoRR
Jiexiang Wang, Cheng Bian, Meng Li, Xin Yang, Kai Ma, Wenao Ma, Jin Yuan, Xinghao Ding, Yefeng Zheng
2018 — conf
Densely Deep Supervised Networks with Threshold Loss for Cancer Detection in Automated Breast Ultrasound.
MICCAI (4)
Na Wang, Cheng Bian, Yi Wang, Min Xu, Chenchen Qin, Xin Yang, Tianfu Wang, Anhua Li, Dinggang Shen, Dong Ni
2018 — conf
Generalizing Deep Models for Ultrasound Image Segmentation.
MICCAI (4)
Xin Yang, Haoran Dou, Ran Li, Xu Wang, Cheng Bian, Shengli Li, Dong Ni, Pheng-Ann Heng
2018 — conf
Pyramid Network with Online Hard Example Mining for Accurate Left Atrium Segmentation.
STACOM@MICCAI
Cheng Bian, Xin Yang, Jianqiang Ma, Shen Zheng, Yuan Liu, Reza Nezafat, Pheng-Ann Heng, Yefeng Zheng
2018 J jnl
Pyramid Network with Online Hard Example Mining for Accurate Left Atrium Segmentation.
CoRR
Cheng Bian, Xin Yang, Jianqiang Ma, Shen Zheng, Yuan Liu, Reza Nezafat, Pheng-Ann Heng, Yefeng Zheng
2018 J jnl
Segmentation of breast anatomy for automated whole breast ultrasound images with boundary regularized convolutional encoder-decoder network.
Neurocomputing
Baiying Lei, Shan Huang, Ran Li, Cheng Bian, Hang Li, Yi-Hong Chou, Jie-Zhi Cheng
2017 — conf
3D Convolutional Networks for Fully Automatic Fine-Grained Whole Heart Partition.
STACOM@MICCAI
Xin Yang, Cheng Bian, Lequan Yu, Dong Ni, Pheng-Ann Heng
2017 — conf
Boundary Regularized Convolutional Neural Network for Layer Parsing of Breast Anatomy in Automated Whole Breast Ultrasound.
MICCAI (3)
Cheng Bian, Ran Lee, Yi-Hong Chou, Jie-Zhi Cheng
2017 — conf
Class-Balanced Deep Neural Network for Automatic Ventricular Structure Segmentation.
STACOM@MICCAI
Xin Yang, Cheng Bian, Lequan Yu, Dong Ni, Pheng-Ann Heng
2017 — conf
Hybrid Loss Guided Convolutional Networks for Whole Heart Parsing.
STACOM@MICCAI
Xin Yang, Cheng Bian, Lequan Yu, Dong Ni, Pheng-Ann Heng