Zhitao Xiao

100 papers A* 3C 1Misc 1Journal 64Unranked 31
YearRankTypeTitle / Venue / Authors
2026 J jnl
Multi-class glaucoma diagnosis using GlauVGG-Net and multi-transform dynamic data augmentation.
Digit. Signal Process.
Mohamed Mouhafid, Yatong Zhou, Chunyan Shan, Zhitao Xiao, Nawal Benzorgat
2026 J jnl
Uncertainty-guided denoising bi-classifier adversarial domain adaptation network for cross-domain fault diagnosis.
Expert Syst. Appl.
Zheng Li, Lei Geng, Yanbei Liu, Feng Rong, Ming Ma, Jun Tong, Zhitao Xiao
2025 J jnl
EFNet: An Effective Facial Expression Recognition Network for Infants.
Expert Syst. J. Knowl. Eng.
Lei Geng, Tingting Qi, Zhitao Xiao, Yuelong Li, Wei Wang, Mei Wei
2025 J jnl
Graph Neural Networks With Adaptive Confidence Discrimination.
IEEE Trans. Neural Networks Learn. Syst.
Yanbei Liu, Lu Yu, Shichuan Zhao, Xiao Wang, Lei Geng, Zhitao Xiao, Shuai Ma, Yanwei Pang
2025 A* conf
HGOT: Self-supervised Heterogeneous Graph Neural Network with Optimal Transport.
ICML
Yanbei Liu, Chongxu Wang, Zhitao Xiao, Lei Geng, Yanwei Pang, Xiao Wang
2025 J jnl
HGOT: Self-supervised Heterogeneous Graph Neural Network with Optimal Transport.
CoRR
Yanbei Liu, Chongxu Wang, Zhitao Xiao, Lei Geng, Yanwei Pang, Xiao Wang
2025 J jnl
Label-Aware Dual Graph Neural Networks for Multi-Label Fundus Image Classification.
IEEE J. Biomed. Health Informatics
Yanbei Liu, Xinwen Peng, Xin Wei, Lei Geng, Fang Zhang, Zhitao Xiao, Jerry Chun-Wei Lin
2025 J jnl
MSTNet: Multi-scale spatial-aware transformer with multi-instance learning for diabetic retinopathy classification.
Medical Image Anal.
Xin Wei, Yanbei Liu, Fang Zhang, Lei Geng, Chunyan Shan, Xiangyu Cao, Zhitao Xiao
2025 J jnl
Multi-information Fusion Graph Convolutional Network for cancer driver gene identification.
Pattern Recognit.
Die Hu, Yanbei Liu, Xiao Wang, Lei Geng, Fang Zhang, Zhitao Xiao, Jerry Chun-Wei Lin
2025 J jnl
Multiscale Subgraph Adversarial Contrastive Learning.
IEEE Trans. Neural Networks Learn. Syst.
Yanbei Liu, Yu Zhao, Zhitao Xiao, Lei Geng, Xiao Wang, Yanwei Pang, Jerry Chun-Wei Lin
2025 J jnl
Multisource Importance-Based Hierarchical Adaptation Network for Cross-Domain Fault Diagnosis.
IEEE Trans. Ind. Informatics
Zheng Li, Lei Geng, Yanbei Liu, Feng Rong, Jun Tong, Zhitao Xiao
2025 J jnl
Towards efficient glaucoma screening with modular convolution-involution cascade architecture.
PeerJ Comput. Sci.
Mohamed Mouhafid, Yatong Zhou, Chunyan Shan, Zhitao Xiao
2024 — conf
A Multimodal Approach for Prediction of Plastic Color Formulation with Transformers and Convolutional Networks.
ICCPR
Lei Geng, Huiyu Sun, Wen Wang, Zhitao Xiao, Fang Zhang, Yanbei Liu
2024 — conf
A Saliency-Aware NR-IQA Method by Fusing Distortion Class Information.
ICPR (4)
Menglong Chen, Jianming Wang, Zhitao Xiao, Yukuan Sun
2024 J jnl
Cross-scale contrastive triplet networks for graph representation learning.
Pattern Recognit.
Yanbei Liu, Wanjin Shan, Xiao Wang, Zhitao Xiao, Lei Geng, Fang Zhang, Dongdong Du, Yanwei Pang
2024 — conf
Fundus image segmentation using SMS-U-Net for the joint delineation of the optic cup and optic disc.
ICCPR
Jun Wu, Tianqi Song, Zhitao Xiao, Fang Zhang, Lei Geng, Yanbei Liu
2024 J jnl
HGBER: Heterogeneous Graph Neural Network With Bidirectional Encoding Representation.
IEEE Trans. Neural Networks Learn. Syst.
Yanbei Liu, Lianxi Fan, Xiao Wang, Zhitao Xiao, Shuai Ma, Yanwei Pang, Jerry Chun-Wei Lin
2024 — conf
Inter-Slice Attention Transformer for Predicting Risk Level of Gastrointestinal Stromal Tumors.
ICCAI
Pengdi Hu, Yanbei Liu, Yi Li, Fang Zhang, Jun Wu, Lei Geng, Zhitao Xiao
2024 J jnl
Multi-Scale Subgraph Contrastive Learning.
CoRR
Yanbei Liu, Yu Zhao, Xiao Wang, Lei Geng, Zhitao Xiao
2024 J jnl
Super-resolution reconstruction of medical images based on deep residual attention network.
Multim. Tools Appl.
Dongxu Zhao, Wen Wang, Zhitao Xiao, Fang Zhang
2024 — conf
Vision DualGNN: Semantic Graph Is Not Only You Need.
ICPR (1)
Xiaolong Zheng, Jianming Wang, Zhitao Xiao, Yukuan Sun
2023 J jnl
Automated segmentation of diabetic macular edema in OCT B-scan images based on RCU-Net.
Int. J. Imaging Syst. Technol.
Jun Wu, Yaxin Zhang, Zhitao Xiao, Fang Zhang, Lei Geng
2023 — conf
Automatic Segmentation of Diabetic Macular Edemas and ILM-RPE Layers in Retinal OCT Images Based on MFANet.
ICCAI
Shuang Liu, Jun Wu, Zhitao Xiao, Lei Geng, Fang Zhang
2023 J jnl
Mifanet: multi-scale information fusion attention network for determining hatching eggs activity via detecting PPG signals.
Neural Comput. Appl.
Quan Guo, Lei Geng, Zhitao Xiao, Fang Zhang, Yanbei Liu
2023 A* conf
Multi-Scale Subgraph Contrastive Learning.
IJCAI
Yanbei Liu, Yu Zhao, Xiao Wang, Lei Geng, Zhitao Xiao
2023 J jnl
RNN-combined graph convolutional network with multi-feature fusion for tuberculosis cavity segmentation.
Signal Image Video Process.
Zhitao Xiao, Xiaomeng Zhang, Yanbei Liu, Lei Geng, Jun Wu, Wen Wang, Fang Zhang
2023 J jnl
Self-Consistent Graph Neural Networks for Semi-Supervised Node Classification.
IEEE Trans. Big Data
Yanbei Liu, Shichuan Zhao, Xiao Wang, Lei Geng, Zhitao Xiao, Jerry Chun-Wei Lin
2023 J jnl
Structural Attention Graph Neural Network for Diagnosis and Prediction of COVID-19 Severity.
IEEE Trans. Medical Imaging
Yanbei Liu, Henan Li, Tao Luo, Changqing Zhang, Zhitao Xiao, Ying Wei, Yaozong Gao, Feng Shi, Fei Shan, Dinggang Shen
2022 J jnl
Binarized network embedding with community structural information.
Inf. Sci.
Yanbei Liu, Jinxin Liu, Zhongqiang Wang, Xiao Wang, Fang Zhang, Zhitao Xiao
2022 J jnl
Pest identification via hyperspectral image and deep learning.
Signal Image Video Process.
Zhitao Xiao, Kai Yin, Lei Geng, Jun Wu, Fang Zhang, Yanbei Liu
2022 J jnl
Photoplethysmographic waveform detection for determining hatching egg activity via deep neural network.
Signal Image Video Process.
Lei Geng, Quan Guo, Zhitao Xiao, Jun Tong, Yuelong Li
2022 — conf
Region Segmentation of Retina OCT Image Layer Based on MS-UNet.
ICCAI
Jun Wu, Shuang Liu, Zhitao Xiao, Fang Zhang, Lei Geng
2021 — conf
Automatic Detection of Internal Defects of Composite Materials based on ESPI.
ICCAI
Fang Zhang, Qian Zhang, Zhitao Xiao, Lei Geng
2021 J jnl
Automatic fabric defect detection using a wide-and-light network.
Appl. Intell.
Jun Wu, Juan Le, Zhitao Xiao, Fang Zhang, Lei Geng, Yanbei Liu, Wen Wang
2021 — conf
CAD Cut-piece Retrieval Method Based on Representation Learning.
ICCAI
Lei Geng, Yulong Yang, Zhitao Xiao, Changshun Yin
2021 J jnl
Diabetic macular edema grading based on improved Faster R-CNN and MD-ResNet.
Signal Image Video Process.
Jun Wu, Qianqian Zhang, Mengjia Liu, Zhitao Xiao, Fang Zhang, Lei Geng, Yanbei Liu, Wen Wang
2021 J jnl
Incomplete multi-modal representation learning for Alzheimer's disease diagnosis.
Medical Image Anal.
Yanbei Liu, Lianxi Fan, Changqing Zhang, Tao Zhou, Zhitao Xiao, Lei Geng, Dinggang Shen
2021 — conf
Medical Images Super Resolution Reconstruction based on Residual Network.
ICCAI
Dongxu Zhao, Fang Zhang, Wen Wang, Zhitao Xiao, Lei Geng
2021 J jnl
On the Performance of Massive MIMO Systems With Low-Resolution ADCs and MRC Receivers Over Rician Fading Channels.
IEEE Syst. J.
Tianle Liu, Jun Tong, Qinghua Guo, Jiangtao Xi, Yanguang Yu, Zhitao Xiao
2021 — conf
Research on Instrument Image Generation Method Based on Conditional Generative Adversarial Network.
ICCAI
Lei Geng, Yanyan Zhang, Zhitao Xiao, Fengfeng Yan
2021 J jnl
Rodlike nanoparticle parameter measurement method based on improved Mask R-CNN segmentation.
Signal Image Video Process.
Fang Zhang, Dongxu Zhao, Zhitao Xiao, Jun Wu, Lei Geng, Wen Wang, Yanbei Liu
2021 — conf
SE-MIDNet Based on Deep Learning for Diabetic Retinopathy Classification.
ICCAI
Zhitao Xiao, Yaxin Zhang, Jun Wu, Xinxin Zhang
2021 — conf
Ultrasonic A-Scan Image Detection for 3D Braided Composites Based on Convolutional Neural Network.
ICCAI
Zhitao Xiao, Quan Guo, Yongmin Guo, Yalong Huang
2020 J jnl
A Dual-Channel convolution neural network for image smoke detection.
Multim. Tools Appl.
Fang Zhang, Wen Qin, Yanbei Liu, Zhitao Xiao, Jinxin Liu, Qi Wang, Kaihua Liu
2020 J jnl
Automated quality classification of colour fundus images based on a modified residual dense block network.
Signal Image Video Process.
Fang Zhang, Xu Xu, Zhitao Xiao, Jun Wu, Lei Geng, Wen Wang, Yanbei Liu
2020 J jnl
Community enhanced graph convolutional networks.
Pattern Recognit. Lett.
Yanbei Liu, Qi Wang, Xiao Wang, Fang Zhang, Lei Geng, Jun Wu, Zhitao Xiao
2020 — conf
Cutting Pattern Positioning Method Based on Improved ROI Pooling of R2CNN.
ICCAI
Lei Geng, Yang Liu, Zhitao Xiao, Jun Tong, Fang Zhang, Jun Wu
2020 — conf
Cutting Piece and CAD Matching Method Based on Feature Retrieval and Shape Segmentation.
ICCAI
Lei Geng, Changshun Yin, Zhitao Xiao, Fang Zhang, Jun Wu
2020 J jnl
DPSA: dense pixelwise spatial attention network for hatching egg fertility detection.
J. Electronic Imaging
Lei Geng, Yunyun Xu, Zhitao Xiao, Jun Tong
2020 — conf
Digital-Display Temperature and Humidity Instrument Recognition Based on YOLOv3 and Character Structure Clustering.
ICCAI
Lei Geng, Fengfeng Yan, Zhitao Xiao, Fang Zhang, Yanbei Liu
2020 J jnl
Hatching egg classification based on CNN with channel weighting and joint supervision.
Multim. Tools Appl.
Lei Geng, Huasong Liu, Zhitao Xiao, Tingyu Yan, Fang Zhang, Yuelong Li
2020 A* conf
Independence Promoted Graph Disentangled Networks.
AAAI
Yanbei Liu, Xiao Wang, Shu Wu, Zhitao Xiao
2020 J jnl
On the Energy Efficiency of Massive MIMO Systems With Low-Resolution ADCs and Lattice Reduction Aided Detectors.
Symmetry
Zhitao Xiao, Jincan Zhao, Tianle Liu, Lei Geng, Fang Zhang, Jun Tong
2020 J jnl
Research on fundus image registration and fusion method based on nonsubsampled contourlet and adaptive pulse coupled neural network.
Multim. Tools Appl.
Jun Wu, Xingxing Ren, Zhitao Xiao, Fang Zhang, Lei Geng, Shihao Zhang
2020 J jnl
Saliency detection via background prior and foreground seeds.
Multim. Tools Appl.
Mingjun Ding, Xu Xu, Fang Zhang, Zhitao Xiao, Yanbei Liu, Lei Geng, Jun Wu, Jia Wen, Meng Wang
2020 J jnl
Segmentation of Lung Nodules Using Improved 3D-UNet Neural Network.
Symmetry
Zhitao Xiao, Bowen Liu, Lei Geng, Fang Zhang, Yanbei Liu
2020 J jnl
Shape-based filter for micro-aneurysm detection.
Comput. Electr. Eng.
Xinpeng Zhang, Zhitao Xiao, Fang Zhang, Philip O. Ogunbona, Jiangtao Xi, Jun Tong
2020 J jnl
Unsupervised feature selection based on local structure learning.
Multim. Tools Appl.
Yanbei Liu, Lei Geng, Fang Zhang, Jun Wu, Liang Zhang, Zhitao Xiao
2019 J jnl
3D Reconstruction of the Retina Based on Un-Calibrated Fundus Images.
J. Medical Imaging Health Informatics
Wenhe Song, Shiliang Lou, Jun Wu, Lei Geng, Fang Zhang, Zhitao Xiao
2019 J jnl
A Dual Convolution Network Using Dark Channel Prior for Image Smoke Classification.
IEEE Access
Yanbei Liu, Wen Qin, Kaihua Liu, Fang Zhang, Zhitao Xiao
2019 J jnl
Acoustic Field of a Linear Phased Array: A Simulation Study of Ultrasonic Circular Tube Material.
Sensors
Zhitao Xiao, Yongmin Guo, Lei Geng, Jun Wu, Fang Zhang, Wen Wang, Yanbei Liu
2019 — conf
Detection of Pulmonary Nodules based on Reception and Faster R-CNN.
ICCPR
Zhitao Xiao, Bowen Liu, Lei Geng, Jun Wu, Yanbei Liu
2019 J jnl
End-to-End Multimodal 16-Day Hatching Eggs Classification.
Symmetry
Lei Geng, Zhen Peng, Zhitao Xiao, Jiangtao Xi
2019 J jnl
Energy Efficiency of Massive MIMO Systems With Low-Resolution ADCs and Successive Interference Cancellation.
IEEE Trans. Wirel. Commun.
Tianle Liu, Jun Tong, Qinghua Guo, Jiangtao Xi, Yanguang Yu, Zhitao Xiao
2019 J jnl
Fully Convolutional Network With Gated Recurrent Unit for Hatching Egg Activity Classification.
IEEE Access
Lei Geng, Haiyue Wang, Zhitao Xiao, Fang Zhang, Jun Wu, Yanbei Liu
2019 J jnl
Fully Convolutional Neural Network With GRU for 3D Braided Composite Material Flaw Detection.
IEEE Access
Yongmin Guo, Zhitao Xiao, Lei Geng, Jun Wu, Fang Zhang, Yanbei Liu, Wen Wang
2019 J jnl
Independence Promoted Graph Disentangled Networks.
CoRR
Yanbei Liu, Xiao Wang, Shu Wu, Zhitao Xiao
2019 J jnl
On Matrix Completion-Based Channel Estimators for Massive MIMO Systems.
Symmetry
Mingjun Ding, Xiaodong Yang, Rui Hu, Zhitao Xiao, Jun Tong, Jiangtao Xi
2019 J jnl
On the Performance of Massive MIMO Systems With Low-Resolution ADCs Over Rician Fading Channels.
CoRR
Tianle Liu, Jun Tong, Qinghua Guo, Jiangtao Xi, Yanguang Yu, Zhitao Xiao
2019 J jnl
Optic Cup Segmentation Method by a Modified VGG-16 Network.
J. Medical Imaging Health Informatics
Zhitao Xiao, Mandi Wang, Lei Geng, Jun Wu, Fang Zhang, Chunyan Shan
2019 J jnl
Research on the Method of Color Fundus Image Optic Cup Segmentation Based on Deep Learning.
Symmetry
Zhitao Xiao, Xinxin Zhang, Lei Geng, Fang Zhang, Jun Wu, Yanbei Liu
2019 J jnl
Retinal Arteriosclerosis Detection Based on Improved VGG-16 Network.
J. Medical Imaging Health Informatics
Jun Wu, Di Li, Zhitao Xiao, Lei Geng, Fang Zhang, Yanbei Liu, Wen Wang
2019 — conf
Spherical Nanoparticle Parameter Measurement Method based on Mask R-CNN Segmentation and Edge Fitting.
ICCPR
Fang Zhang, Qian Zhang, Zhitao Xiao, Jun Wu, Yanbei Liu
2018 — conf
Character Segmentation of Digital-Display Temperature and Humidity Instrument Based on Contour Features and Structural Rules.
EEET
Wen Wang, Zenglai Gao, Lei Geng, Fang Zhang, Zhitao Xiao
2018 J jnl
Combining CNN and MRF for road detection.
Comput. Electr. Eng.
Lei Geng, Jiangdong Sun, Zhitao Xiao, Fang Zhang, Jun Wu
2018 J jnl
Entropy-based active sparse subspace clustering.
Multim. Tools Appl.
Yanbei Liu, Kaihua Liu, Changqing Zhang, Xiao Wang, Shaona Wang, Zhitao Xiao
2018 J jnl
Hatching eggs classification based on deep learning.
Multim. Tools Appl.
Lei Geng, Tingyu Yan, Zhitao Xiao, Jiangtao Xi, Yuelong Li
2018 J jnl
Linear Shrinkage Estimation of Covariance Matrices Using Low-Complexity Cross-Validation.
CoRR
Jun Tong, Rui Hu, Jiangtao Xi, Zhitao Xiao, Qinghua Guo, Yanguang Yu
2018 J jnl
Linear shrinkage estimation of covariance matrices using low-complexity cross-validation.
Signal Process.
Jun Tong, Rui Hu, Jiangtao Xi, Zhitao Xiao, Qinghua Guo, Yanguang Yu
2018 — conf
Nanoparticle Size Measurement Method Based on Improved Watershed Segmentation.
EEET
Yue Wu, Wen Wang, Fang Zhang, Zhitao Xiao, Jun Wu, Lei Geng
2018 — conf
On the Robustness of Covariance Matrix Shrinkage-Based Robust Adaptive Beamforming.
EEET
Zhitao Xiao, Jiahao Wang, Lei Geng, Fang Zhang, Jun Tong
2018 J jnl
Vertex-level three-dimensional shape deformability measurement based on line segment advection.
IET Comput. Vis.
Yuelong Li, Edwin R. Hancock, Zhitao Xiao, Lei Geng, Jun Wu, Fang Zhang, Chunqing Li
2017 J jnl
Energy Efficiency of Uplink Massive MIMO Systems With Successive Interference Cancellation.
IEEE Commun. Lett.
Tianle Liu, Jun Tong, Qinghua Guo, Jiangtao Xi, Yanguang Yu, Zhitao Xiao
2017 J jnl
Fast pedestrian detection using deformable part model and pyramid layer location.
J. Electronic Imaging
Lei Geng, Yang Liu, Zhitao Xiao, Yuelong Li, Fang Zhang
2017 J jnl
Is Correlation Ranking Really Reliable for the Performance Counter Selection Conducted for Power Estimation?
J. Circuits Syst. Comput.
Yuelong Li, Jigang Wu, Yawen Chen, Zhitao Xiao, Lei Geng, Fang Zhang, Jun Wu
2016 J jnl
A framework of uniform contribution embedding of data.
Neurocomputing
Yuelong Li, Yan Jin, Jianming Wang, Zhitao Xiao, Lei Geng
2016 — conf
Retinal vessel segmentation based on adaptive difference of Gauss filter.
DSP
Zhitao Xiao, Mengdie Wang, Fang Zhang, Lei Geng, Jun Wu, Long Su, Jun Tong
2015 — conf
Hard Exudates Detection Method Based on Background-Estimation.
ICIG (2)
Zhitao Xiao, Feng Li, Lei Geng, Fang Zhang, Jun Wu, Xinpeng Zhang, Long Su, Chunyan Shan, Zhenjie Yang, Yuling Sun, Yu Xiao, Weiqiang Du
2015 — conf
Partial Differential Equation Inpainting Method Based on Image Characteristics.
ICIG (3)
Fang Zhang, Ying Chen, Zhitao Xiao, Lei Geng, Jun Wu, Tiejun Feng, Ping Liu, Yufei Tan, Jinjiang Wang
2015 — conf
Phase Unwrapping Method Based on Heterodyne Three Frequency Non-equal Step Phase Shift.
ICIG (3)
Lei Geng, Yang Liu, Zhitao Xiao, Jun Wu, Yang Zhang, Fei Yuan, Zhenjie Yang, Peng Gan, Jingjing Su, Kun Ye
2015 — conf
Using Phase Congruency Model for Microaneurysms Detection in Fundus Image.
ICPRAM (2)
Zhitao Xiao, Fang Zhang, Lei Geng, Jun Wu, Xinpeng Zhang, Long Su, Chunyan Shan
2010 Misc conf
Method of analog circuits fusion diagnosis based on BP network and DS theory.
ICNC
Zhigui Lin, Zhihong Feng, Zhitao Xiao, Qingqing Zhong
2010 — conf
Method of fuzzy-evidence reasoning based on similarity measure.
FSKD
Yingping Liu, Zhigui Lin, Zhitao Xiao
2009 — conf
An Observation of Micro-Structure and Form of Anulus Fibrosus of Lumbar Interverbral Disc L5-S1.
BMEI
Dong Zhu, DaHui Sun, Shihuan Cheng, Wei Wu, Jiazi Gao, Zhitao Xiao, He Gong
2009 — conf
Analog Circuit Fault Fusion Diagnosis Method Based on Support Vector Machine.
ISNN (2)
Zhihong Feng, Zhigui Lin, Wei Fang, Wei Wang, Zhitao Xiao
2009 — conf
Objective Assessment of Pilling of Knitted Fabrics Based on Improved BP Neural Network and Genetic Algorithm.
ICNC (1)
Zhitao Xiao, Jun Wu, Lei Geng, Jianming Wang, Nini Xu, Zhigui Lin
2008 C conf
Improved Integrated Feature Congruency Model and its Application.
HPCC
Zhitao Xiao, Jun Wu, Lei Geng, Jianming Wang, Nini Xu, Jinjun Liu
2007 — conf
Analysis on Image Symmetry Detection Algorithms.
FSKD (4)
Zhitao Xiao, Jun Wu
2005 J jnl
Using phase information for symmetry detection.
Pattern Recognit. Lett.
Zhitao Xiao, Zheng-Xin Hou, Changyun Miao, Jianming Wang
2004 J jnl
Phase based feature detector consistent with human visual system characteristics.
Pattern Recognit. Lett.
Zhitao Xiao, Zheng-Xin Hou