Yugen Yi

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 80

Top Topics

Feature Selection

Vessel Segmentation

Matrix Factorization

Face Recognition

Top Venues

Comput. Math. Methods Medicine

Publications

Yugen Yi, Haoming Zhang, Ningyi Zhang, Wei Zhou, Xiaomei Huang, Gengsheng Xie, Caixia Zheng
SFS-AGGL: Semi-Supervised Feature Selection Integrating Adaptive Graph with Global and Local Information. Inf. 15 (1) (2024)
Changlu Guo, Jiangyan Dai, Márton Szemenyei, Yugen Yi
Channel Attention Separable Convolution Network for Skin Lesion Segmentation. CoRR (2023)
Yuanlong Cao, Fan Jiang, Jianmao Xiao, Shaolong Chen, Wei Yang, Yugen Yi
Data Flow-driven and Attention Mechanism-enabled Smart Contract Vulnerability Detection for Secure and Green Blockchain-based Service Networks. ICC (2023)
Zhenzhen Luo, Chaoyu Zheng, Jun Gong, Shaolong Chen, Yong Luo, Yugen Yi
3DLIM: Intelligent analysis of students' learning interest by using multimodal fusion technology. Educ. Inf. Technol. 28 (7) (2023)
Zhigang Liu, Yugen Yi, Xin Luo
A High-Order Proximity-Incorporated Nonnegative Matrix Factorization-Based Community Detector. IEEE Trans. Emerg. Top. Comput. Intell. 7 (3) (2023)
Hui Sheng, Min Liu, Jiyong Hu, Ping Li, Yali Peng, Yugen Yi
LA-ESN: A Novel Method for Time Series Classification. Inf. 14 (2) (2023)
Yugen Yi, Yan Jiang, Bin Zhou, Ningyi Zhang, Jiangyan Dai, Xin Huang, Qinqin Zeng, Wei Zhou
C2FTFNet: Coarse-to-fine transformer network for joint optic disc and cup segmentation. Comput. Biol. Medicine 164 (2023)
Changlu Guo, Jiangyan Dai, Márton Szemenyei, Yugen Yi
Channel Attention Separable Convolution Network for Skin Lesion Segmentation. ICONIP (3) (2023)
Shumin Lai, Longjun Huang, Ping Li, Zhenzhen Luo, Jianzhong Wang, Yugen Yi
RMFRASL: Robust Matrix Factorization with Robust Adaptive Structure Learning for Feature Selection. Algorithms 16 (1) (2023)
Yugen Yi, Shumin Lai, Shicheng Li, Jiangyan Dai, Wenle Wang, Jianzhong Wang
RRNMF-MAGL: Robust regularization non-negative matrix factorization with multi-constraint adaptive graph learning for dimensionality reduction. Inf. Sci. 640 (2023)
Wei Zhou, Weiqi Bai, Jianhang Ji, Yugen Yi, Ningyi Zhang, Wei Cui
Dual-path multi-scale context dense aggregation network for retinal vessel segmentation. Comput. Biol. Medicine 164 (2023)
Wei Zhou, Jianhang Ji, Wei Cui, Yugen Yi
Pseudo-Label Clustering-Driven Dual-Level Contrast Learning Based Source-Free Domain Adaptation for Fundus Image Segmentation. PRCV (5) (2023)
Shaojie Qiao, Nan Han, Faliang Huang, Kun Yue, Tao Wu, Yugen Yi, Rui Mao, Chang-an Yuan
LMNNB: Two-in-One imbalanced classification approach by combining metric learning and ensemble learning. Appl. Intell. 52 (7) (2022)
Jin Zhang, Yanjiao Shi, Qing Zhang, Liu Cui, Ying Chen, Yugen Yi
Attention guided contextual feature fusion network for salient object detection. Image Vis. Comput. 117 (2022)
Shicheng Li, Xiaoguo Yang, Haoming Zhang, Chaoyu Zheng, Yugen Yi
DSGRAE: Deep Sparse Graph Regularized Autoencoder for Anomaly Detection. ML4CS (2) (2022)
Wenle Wang, Wei Zhou, Jianhang Ji, Jikun Yang, Wei Guo, Zhaoxuan Gong, Yugen Yi, Jianzhong Wang
Deep sparse autoencoder integrated with three-stage framework for glaucoma diagnosis. Int. J. Intell. Syst. 37 (10) (2022)
Yugen Yi, Shumin Lai, Wenle Wang, Shicheng Li, Renbo Zhang, Yong Luo, Wei Zhou, Jianzhong Wang
SDNMF: Semisupervised discriminative nonnegative matrix factorization for feature learning. Int. J. Intell. Syst. 37 (12) (2022)
Wei Zhou, Yuhan Peng, Jianhang Ji, Jikun Yang, Weiqi Bai, Yugen Yi, Wenle Wang
RMSDSC-Net: A robust multiscale feature extraction with depthwise separable convolution network for optic disc and cup segmentation. Int. J. Intell. Syst. 37 (12) (2022)
Shicheng Li, Qinghua Liu, Jiangyan Dai, Wenle Wang, Xiaolin Gui, Yugen Yi
Adaptive-Weighted Multiview Deep Basis Matrix Factorization for Multimedia Data Analysis. Wirel. Commun. Mob. Comput. 2021 (2021)
Yu Chen, Ruixin Fang, Ting Liang, Zongyu Sha, Shicheng Li, Yugen Yi, Wei Zhou, Huilin Song
Stock Price Forecast Based on CNN-BiLSTM-ECA Model. Sci. Program. 2021 (2021)
Xiaolin Gui, Fuying Wu, Xiaoyan Liu, Yugen Yi, Zhenzhen Luo, Bing Li
An Explainable Educational Resource Recommendation Model Based on Matrix Factorization. IC-NIDC (2021)
Le Qin, Yuanlong Cao, Xun Shao, Yong Luo, Xinping Rao, Yugen Yi, Gang Lei
A deep heterogeneous optimization framework for Bayesian compressive sensing. Comput. Commun. 178 (2021)
Changlu Guo, Márton Szemenyei, Yangtao Hu, Wenle Wang, Wei Zhou, Yugen Yi
Channel Attention Residual U-Net for Retinal Vessel Segmentation. ICASSP (2021)
Shaojie Qiao, Guo-Ping Yang, Nan Han, Hao Chen, Faliang Huang, Kun Yue, Yugen Yi, Changan Yuan
Cardinality Estimator: Processing SQL with a Vertical Scanning Convolutional Neural Network. J. Comput. Sci. Technol. 36 (4) (2021)
Wenle Wang, Chengying Mao, Shuai Zhao, Yuanlong Cao, Yugen Yi, Shaolong Chen, Qinghua Liu
A Smart Semipartitioned Real-Time Scheduling Strategy for Mixed-Criticality Systems in 6G-Based Edge Computing. Wirel. Commun. Mob. Comput. 2021 (2021)
Shicheng Li, Shumin Lai, Yan Jiang, Wenle Wang, Yugen Yi
Graph Regularized Deep Sparse Representation for Unsupervised Anomaly Detection. Comput. Intell. Neurosci. 2021 (2021)
Yugen Yi, Yanjiao Shi, Wenle Wang, Gang Lei, Jiangyan Dai, Hao Zheng
Combining Boundary Detector and SND-SVM for Fast Learning. Int. J. Mach. Learn. Cybern. 12 (3) (2021)
Yali Peng, Ting Liang, Xiaojiang Hao, Yu Chen, Shicheng Li, Yugen Yi
CNN-GRU-AM for Shared Bicycles Demand Forecasting. Comput. Intell. Neurosci. 2021 (2021)
Chunlei Chen, Peng Zhang, Huixiang Zhang, Jiangyan Dai, Yugen Yi, Huihui Zhang, Yonghui Zhang
Deep Learning on Computational-Resource-Limited Platforms: A Survey. Mob. Inf. Syst. 2020 (2020)
Wei Zhou, Shaojie Qiao, Yugen Yi, Nan Han, Yuqi Chen, Gang Lei
Automatic optic disc detection using low-rank representation based semi-supervised extreme learning machine. Int. J. Mach. Learn. Cybern. 11 (1) (2020)
Yugen Yi, Yuqi Chen, Jianzhong Wang, Gang Lei, Jiangyan Dai, Huihui Zhang
Joint feature representation and classification via adaptive graph semi-supervised nonnegative matrix factorization. Signal Process. Image Commun. 89 (2020)
Changlu Guo, Márton Szemenyei, Yugen Yi, Ying Xue, Wei Zhou, Yangyuan Li
Dense Residual Network for Retinal Vessel Segmentation. ICASSP (2020)
Changlu Guo, Márton Szemenyei, Yugen Yi, Wei Zhou, Haodong Bian
Residual Spatial Attention Network for Retinal Vessel Segmentation. CoRR (2020)
Xin Huang, Biao Zhong, Yuanlong Cao, Yugen Yi, Mengdan Gu
Chest X-ray Lung Chinese Description Generation based on Semantic Labels and Hierarchical LSTM. BIBM (2020)
Yuming Fang, Chi Zhang, Xiongkuo Min, Hanqin Huang, Yugen Yi, Guangtao Zhai, Chia-Wen Lin
DevsNet: Deep Video Saliency Network using Short-term and Long-term Cues. Pattern Recognit. 103 (2020)
Changlu Guo, Márton Szemenyei, Yugen Yi, Wenle Wang, Buer Chen, Changqi Fan
SA-UNet: Spatial Attention U-Net for Retinal Vessel Segmentation. CoRR (2020)
Changlu Guo, Márton Szemenyei, Yugen Yi, Wei Zhou
Channel Attention Residual U-Net for Retinal Vessel Segmentation. CoRR (2020)
Zile Deng, Yuanlong Cao, Xinyu Zhou, Yugen Yi, Yirui Jiang, Ilsun You
Toward Efficient Image Recognition in Sensor-Based IoT: A Weight Initialization Optimizing Method for CNN Based on RGB Influence Proportion. Sensors 20 (10) (2020)
Changlu Guo, Márton Szemenyei, Yugen Yi, Wei Zhou, Haodong Bian
Residual Spatial Attention Network for Retinal Vessel Segmentation. ICONIP (1) (2020)
Changlu Guo, Márton Szemenyei, Yugen Yi, Wenle Wang, Buer Chen, Changqi Fan
SA-UNet: Spatial Attention U-Net for Retinal Vessel Segmentation. ICPR (2020)
Changlu Guo, Márton Szemenyei, Yugen Yi, Ying Xue, Wei Zhou, Yangyuan Li
Dense Residual Network for Retinal Vessel Segmentation. CoRR (2020)
Yugen Yi, Jianzhong Wang, Wei Zhou, Caixia Zheng, Jun Kong, Shaojie Qiao
Non-Negative Matrix Factorization With Locality Constrained Adaptive Graph. IEEE Trans. Circuits Syst. Video Technol. 30 (2) (2020)
Caixia Zheng, Jianyu Chen, Jun Kong, Yugen Yi, Yinghua Lu, Jianzhong Wang, Chong Liu
Scene Recognition via Semi-Supervised Multi-Feature Regression. IEEE Access 7 (2019)
Changlu Guo, Márton Szemenyei, Yang Pei, Yugen Yi, Wei Zhou
SD-Unet: A Structured Dropout U-Net for Retinal Vessel Segmentation. BIBE (2019)
Wei Zhou, Yugen Yi, Yuan Gao, Jiangyan Dai
Optic Disc and Cup Segmentation in Retinal Images for Glaucoma Diagnosis by Locally Statistical Active Contour Model with Structure Prior. Comput. Math. Methods Medicine 2019 (2019)
Liu Yang, Limin Chen, Yugen Yi
基于自适应加权子模式判别邻域投影的人脸识别方法 (Face Recognition Method Based on Adaptively Weighted Sub-pattern Discriminant Neighborhood Projection). 计算机科学 46 (10) (2019)
Wei Zhou, Yugen Yi, Jining Bao, Wenle Wang
Adaptive weighted locality-constrained sparse coding for glaucoma diagnosis. Medical Biol. Eng. Comput. 57 (9) (2019)
Yugen Yi, Jianzhong Wang, Wei Zhou, Yuming Fang, Jun Kong, Yinghua Lu
Joint graph optimization and projection learning for dimensionality reduction. Pattern Recognit. 92 (2019)
Yanjiao Shi, Yugen Yi, Qing Zhang, Jiangyan Dai
Kernel null-space-based abnormal event detection using hybrid motion information. J. Electronic Imaging 28 (2) (2019)
Qinghe Feng, Qiaohong Hao, Mateu Sbert, Yugen Yi, Ying Wei, Jiangyan Dai
Local Parallel Cross Pattern: A Color Texture Descriptor for Image Retrieval. Sensors 19 (2) (2019)
Wei Yang, Zhixiang Lai, JuanJuan Zheng, Yugen Yi, Yuanlong Cao
Secure Cluster-Wise Time Synchronization in IEEE802.15.4e Networks. ICCSA (5) (2018)
Wei Zhou, Hao Wu, Chengdong Wu, Xiaosheng Yu, Yugen Yi
Automatic Optic Disc Detection in Color Retinal Images by Local Feature Spectrum Analysis. Comput. Math. Methods Medicine 2018 (2018)
Guoliang Luo, Hao-Peng Lei, Yugen Yi, Yuhua Li, Chuahua Xian
An Evolutionary Signature for Animated Meshes. PacificVis (2018)
Miao Qi, Ting Wang, Fucong Liu, Baoxue Zhang, Jianzhong Wang, Yugen Yi
Unsupervised feature selection by regularized matrix factorization. Neurocomputing 273 (2018)
Wei Zhou, Chengdong Wu, Jianzhong Wang, Xiaosheng Yu, Yugen Yi
Double regularized matrix factorization for image classification and clustering. EURASIP J. Image Video Process. 2018 (2018)
Jiangyan Dai, Yuqi Chen, Yugen Yi, Jining Bao, Lei Wang, Wei Zhou, Gang Lei
Unsupervised Feature Selection With Ordinal Preserving Self-Representation. IEEE Access 6 (2018)
Yugen Yi, Wei Zhou, Yanjiao Shi, Jiangyan Dai
Speedup Two-Class Supervised Outlier Detection. IEEE Access 6 (2018)
Qinghe Feng, Qiaohong Hao, Yuqi Chen, Yugen Yi, Ying Wei, Jiangyan Dai
Hybrid Histogram Descriptor: A Fusion Feature Representation for Image Retrieval. Sensors 18 (6) (2018)
Yugen Yi, Shaojie Qiao, Wei Zhou, Caixia Zheng, Qinghua Liu, Jianzhong Wang
Adaptive multiple graph regularized semi-supervised extreme learning machine. Soft Comput. 22 (11) (2018)
Caixia Zheng, Yugen Yi, Miao Qi, Fucong Liu, Chao Bi, Jianzhong Wang, Jun Kong
Multicriteria-Based Active Discriminative Dictionary Learning for Scene Recognition. IEEE Access 6 (2018)
Yugen Yi, Wei Zhou, Qinghua Liu, Guoliang Luo, Jianzhong Wang, Yuming Fang, Caixia Zheng
Ordinal preserving matrix factorization for unsupervised feature selection. Signal Process. Image Commun. 67 (2018)
Caixia Zheng, Rui Zhao, Fucong Liu, Jun Kong, Jianzhong Wang, Chao Bi, Yugen Yi
Dimensionality Reduction via Multiple Locality-Constrained Graph Optimization. IEEE Access 6 (2018)
Hao-Peng Lei, Yugen Yi, Yuhua Li, Guoliang Luo, Mingwen Wang
A new clothing image retrieval algorithm based on sketch component segmentation in mobile visual sensors. Int. J. Distributed Sens. Networks 14 (11) (2018)
Yuanlong Cao, Fei Song, Guoliang Luo, Yugen Yi, Wenle Wang, Ilsun You, Hao Wang
: A potentially underperforming-aware path usage management mechanism for secure MPTCP-based multipathing services. Concurr. Comput. Pract. Exp. 30 (3) (2018)
Wei Zhou, Chengdong Wu, Yugen Yi, Wenyou Du
Automatic Detection of Exudates in Digital Color Fundus Images Using Superpixel Multi-Feature Classification. IEEE Access 5 (2017)
Cuihua Wang, Shuyi Ma, Chao Bi, Miao Qi, Hui Sun, Yugen Yi
A locality constrained self-representation approach for unsupervised feature selection. Int. J. Comput. Sci. Eng. 14 (4) (2017)
Jianzhong Wang, Rui Zhao, Yang Wang, Caixia Zheng, Jun Kong, Yugen Yi
Locality constrained Graph Optimization for Dimensionality Reduction. Neurocomputing 245 (2017)
Wei Zhou, Chengdong Wu, Dali Chen, Yugen Yi, Wenyou Du
Automatic Microaneurysm Detection Using the Sparse Principal Component Analysis-Based Unsupervised Classification Method. IEEE Access 5 (2017)
Wei Zhou, Chengdong Wu, Yugen Yi, Guoliang Luo
Structure Preserving Non-negative Feature Self-Representation for Unsupervised Feature Selection. IEEE Access 5 (2017)
Yugen Yi, Wei Zhou, Chao Bi, Guoliang Luo, Yuanlong Cao, Yanjiao Shi
Inner Product Regularized Nonnegative Self Representation for Image Classification and Clustering. IEEE Access 5 (2017)
Wei Zhou, Chengdong Wu, Dali Chen, Zhenzhu Wang, Yugen Yi, Wenyou Du
Automatic Microaneurysms Detection Based on Multifeature Fusion Dictionary Learning. Comput. Math. Methods Medicine 2017 (2017)
Wei Zhou, Chengdong Wu, Dali Chen, Zhenzhu Wang, Yugen Yi, Wenyou Du
Automated Detection of Red Lesions Using Superpixel Multichannel Multifeature. Comput. Math. Methods Medicine 2017 (2017)
Yugen Yi, Wei Zhou, Yuanlong Cao, Qinghua Liu, Jianzhong Wang
Unsupervised Feature Selection with Graph Regularized Nonnegative Self-representation. CCBR (2016)
Yuanlong Cao, Qinghua Liu, Guoliang Luo, Yugen Yi, Minghe Huang
: Context-aware QoE-oriented multipath TCP partial reliability extension for real-time multimedia applications. VCIP (2016)
Yanjiao Shi, Yunxiang Liu, Qing Zhang, Yugen Yi, Wenju Li
Saliency-based abnormal event detection in crowded scenes. J. Electronic Imaging 25 (6) (2016)
Yugen Yi, Wei Zhou, Yanjiao Shi, Guoliang Luo, Jianzhong Wang
Adaptively Weighted Structure Preserved Projections for Face Recognition. CCPR (1) (2016)
Yugen Yi, Yanjiao Shi, Huijie Zhang, Jianzhong Wang, Jun Kong
Label propagation based semi-supervised non-negative matrix factorization for feature extraction. Neurocomputing 149 (2015)
Yugen Yi, Chao Bi, Xiaohui Li, Jianzhong Wang, Jun Kong
Semi-supervised local ridge regression for local matching based face recognition. Neurocomputing 167 (2015)
Yugen Yi, Baoxue Zhang, Jun Kong, Jianzhong Wang
An improved locality sensitive discriminant analysis approach for feature extraction. Multim. Tools Appl. 74 (1) (2015)
Yanjiao Shi, Yugen Yi, Hexin Yan, Jiangyan Dai, Ming Zhang, Jun Kong
Region contrast and supervised locality-preserving projection-based saliency detection. Vis. Comput. 31 (9) (2015)
Yanjiao Shi, Yugen Yi, Ke Zhang, Jun Kong, Ming Zhang, Jianzhong Wang
Multiview saliency detection based on improved multimanifold ranking. J. Electronic Imaging 23 (6) (2014)
Yan Jin, Lisi Wei, Yugen Yi, Jianzhong Wang
Structure Constrained Discriminative Non-negative Matrix Factorization for Feature Extraction. ICIC (2) (2014)
Yugen Yi, Wei Zhou, Jianzhong Wang, Yanjiao Shi, Jun Kong
Face recognition using spatially smoothed discriminant structure-preserved projections. J. Electronic Imaging 23 (2) (2014)
Yan Guo, Xiaohui Li, Yugen Yi, Yunyan Wei, Jianzhong Wang
Adaptive Weighted Label Propagation for Local Matching Based Face Recognition. CCBR (2014)