Publications (Google Scholar)

2023

Journal Papers

Handling Open-set Noise and Novel Target Recognition in Domain Adaptive Semantic Segmentation [code]
Xiaoqing Guo, Jie Liu, Tongliang Liu, Yixuan Yuan.
IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2023

2022

Journal Papers

Semantic-oriented Labeled-to-unlabeled Distribution Translation for Image Segmentation [code][知乎]
Xiaoqing Guo, Jie Liu, Yixuan Yuan.
IEEE Transactions on Medical Imaging (IEEE TMI), 2022

Non-equivalent images and pixels: confidence-aware resampling with meta-learning mixup for polyp segmentation
Xiaoqing Guo, Zhen Chen, Jun Liu, Yixuan Yuan.
Medical Image Analysis (MedIA), 2022

D2-Net: Dual Disentanglement Network for Brain Tumor Segmentation with Missing Modalities [code]
Qiushi Yang, Xiaoqing Guo, Zhen Chen, Peter Y. M. Woo, Yixuan Yuan.
IEEE Transactions on Medical Imaging (IEEE TMI), 2022

Graph-based Surgical Instrument Adaptive Segmentation via Domain-Common Knowledge [code]
Jie Liu, Xiaoqing Guo, Yixuan Yuan.
IEEE Transactions on Medical Imaging (IEEE TMI), 2022

Source Free Domain Adaptation for Medical Image Segmentation with Fourier Style Mining [code]
Chen Yang, Xiaoqing Guo, Zhen Chen, Yixuan Yuan.
Medical Image Analysis (MedIA), 2022

Conference Papers

SimT: Handling Open-set Noise for Domain Adaptive Semantic Segmentation [code][知乎]
Xiaoqing Guo, Jie Liu, Tongliang Liu, Yixuan Yuan.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2022), New Orleans, Louisiana, USA.

Joint Class-Affinity Loss Correction for Robust Medical Image Segmentation with Noisy Labels [code]
Xiaoqing Guo, Yixuan Yuan.
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2022), Singapore.

Unknown-Oriented Learning for Open Set Domain Adaptation
Jie Liu, Xiaoqing Guo, Yixuan Yuan.
European Conference on Computer Vision (ECCV 2022), Tel-Aviv.

Disentangle then Calibrate: Selective Treasure Sharing for Generalized Rare Disease Diagnosis
Yuanyuan Chen, Xiaoqing Guo, Yong Xia, Yixuan Yuan.
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2022), Singapore.

2021

Journal Papers

Learn to Threshold: ThresholdNet with Confidence-Guided Manifold Mixup for Polyp Segmentation [code] [MICS中文推送]
Xiaoqing Guo, Chen Yang, Yajie Liu, Yixuan Yuan.
IEEE Transactions on Medical Imaging (IEEE TMI), 2021

Dynamic-weighting Hierarchical Segmentation Network for Medical Images [code]
Xiaoqing Guo, Chen Yang, Yixuan Yuan.
Medical Image Analysis (MedIA), 2021

Super-Resolution Enhanced Medical Image Diagnosis with Sample Affinity Interaction [code]
Zhen Chen, Xiaoqing Guo, Peter Y. M. Woo, Yixuan Yuan.
IEEE Transactions on Medical Imaging (IEEE TMI), 2021

Consolidated domain adaptive detection and localization framework for cross-device colonoscopic images [code] [video]
Xinyu Liu, Xiaoqing Guo, Yajie Liu, Yixuan Yuan.
Medical Image Analysis (MedIA), 2021

Mutual-Prototype Adaptation for Cross-Domain Polyp Segmentation [code]
Chen Yang, Xiaoqing Guo, Meilu Zhu, Bulat Ibragimov, Yixuan Yuan.
IEEE Journal of Biomedical and Health Informatics (JBHI), 2021

A Morphometric Analysis of Commonly Used Craniometric Approaches for Freehand Ventriculoperitoneal Shunting
Peter YM Woo, Desiree KK Wong, Yixuan Yuan, Xiaoqing Guo, Michael KW See, Matthew Tam, Alain KS Wong, Kwong-Yau Chan.
Operative Neurosurgery, 2021

Conference Papers

MetaCorrection: Domain-aware Meta Loss Correction for Unsupervised Domain Adaptation in Semantic Segmentation [code] [video] [MICS中文推送]
Xiaoqing Guo*, Chen Yang*, Baopu Li, Yixuan Yuan. (* indicates equal contribution)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2021), Virtual.

COINet: Adaptive Segmentation with Co-Interactive Network for Autonomous Driving
Jie Liu, Xiaoqing Guo, Baopu Li, Yixuan Yuan.
IEEE International Conference on Intelligent Robots and Systems (IROS 2021), Prague, Czech Republic.

Prototypical Interaction Graph for Unsupervised Domain Adaptation in Surgical Instrument Segmentation [code] [video]
Jie Liu, Xiaoqing Guo, Yixuan Yuan.
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2021), Strasbourg, France.

Joint Polyp Detection and Segmentation with Heterogeneous Endoscopic Data
Wuyang Li, Chen Yang, Jie Liu, Xinyu Liu, Xiaoqing Guo, Yixuan Yuan.
The 3rd International Endoscopy Computer Vision Challenge and Workshop (EndoCV) of ISBI 2021, Nice, France. (Ranked 1st place in polyp detection)

Before 2021

Journal Papers

Semi-supervised WCE Image Classification with Adaptive Aggregated Attention [code]
Xiaoqing Guo, Yixuan Yuan.
Medical Image Analysis (MedIA), 2020

RNN-stega: Linguistic steganography based on recurrent neural networks [code]
Zhongliang Yang, Xiaoqing Guo, Ziming Chen, Yongfeng Huang, Yujin Zhang.
IEEE Transactions on Information Forensics and Security (IEEE TIFS), 2018

Conference Papers

Triple ANet: Adaptive Abnormal-aware Attention Network for WCE Image Classification [code]
Xiaoqing Guo, Yixuan Yuan.
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2019), Shenzhen, China.

Complementary Network with Adaptive Receptive Fields for Melanoma Segmentation [code]
Xiaoqing Guo, Zhen Chen, Yixuan Yuan.
IEEE International Symposium on Biomedical Imaging (ISBI 2020), Iowa City, Iowa, USA.

Domain Knowledge Based Brain Tumor Segmentation and Overall Survival Prediction
Xiaoqing Guo, Chen Yang, Pak Lun Lam, Peter Y.M. Woo, Yixuan Yuan.
Brain Lesion (BrainLes) workshop of MICCAI 2019, Shenzhen, China.

Joint Spatial-Wavelet Dual-Stream Network for Super-Resolution [code]
Zhen Chen, Xiaoqing Guo, Chen Yang, Bulat Ibragimov, Yixuan Yuan.
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2020), Lima, Peru.

Prostate Segmentation with Encoder-Decoder Densely Connected Convolutional Network (ED-DenseNet)
Yixuan Yuan, Wenjian Qin, Xiaoqing Guo, Mark Buyyounouski, Steve Hancock, Bin Han, Lei Xing.
IEEE International Symposium on Biomedical Imaging (ISBI 2019), Venice, Italy.