Jie Yang

84 papers A* 6B 1Journal 69Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
3W-GBSVM++: Three-way granular-ball SVM based on granularity optimization mechanism.
Appl. Soft Comput.
Jie Yang, Rong Huang, Guoyin Wang, Qinghua Zhang, Shuyin Xia, Di Wu
2026 J jnl
A Three-Way Incremental Granular-Ball Classifier Using Shadowed Set.
IEEE Trans. Emerg. Top. Comput. Intell.
Jie Yang, Lingyun Xiaodiao, Guoyin Wang, Witold Pedrycz, Shuyin Xia, Di Wu, Qinghua Zhang
2026 J jnl
Capturing local and global information: Multi-view graph convolutional network via granular-ball computing and collaborative matrix.
Expert Syst. Appl.
Weijun Wang, Xibei Yang, Qinghua Zhang, Shuyin Xia, Jie Yang, Taihua Xu
2026 J jnl
Density-increment and cut-edge optimized clustering via minimum spanning forest.
Neurocomputing
Haoyu Zhai, Jie Yang, Hantao Guo, Bin Wang, Yan Ma
2026 J jnl
DualBranch-YDNet: A dual-stream deep segmentation framework for accurate rice chalkiness detection.
Appl. Soft Comput.
Jinfeng Zhao, Sheng Dai, Xianglong Xia, Guochao Zhao, Jie Qiu, Xin Wei, Xuehui Huang, Yan Ma, Jie Yang
2026 A* conf
Multi-View Clustering with Granularity-Aware Pseudo Supervision.
AAAI
Jie Yang, Cheng-You Lu, Zhongli Wang, Hsiang-Ting Chen, Guangkui Xu, Chenglong Zhang, Shuting Dong, Xinyan Liang, Bingbing Jiang
2026 — conf
Self-Enhanced Density Clustering for High Dimension and Low Sample Size Data.
KDD (1)
Bingbing Jiang, Zhongli Wang, Jie Yang, Guangkui Xu, Wei Chen, Chenglong Zhang, Xinyan Liang, Peng Zhou, Weiguo Sheng, Weiping Ding
2026 J jnl
Three-Way Outlier Detection Based on Shadowed Granular-Balls.
IEEE Trans. Fuzzy Syst.
Jie Yang, Feng Lu, Guoyin Wang, Shuyin Xia, Qinghua Zhang, Yi Liu, Yi Wang, Di Wu
2025 J jnl
A Hybrid Ensemble End-to-End Neural Network for Accurate Protein-Protein Interactions Prediction.
IEEE Trans. Comput. Biol. Bioinform.
Jie Yang, Xijie Lan, Guoyin Wang, Zhong Chen, Yuwen Chen, Di Wu
2025 J jnl
A Robust Three-Way Classifier With Shadowed Granular Balls Based on Justifiable Granularity.
IEEE Trans. Neural Networks Learn. Syst.
Jie Yang, Lingyun Xiaodiao, Guoyin Wang, Witold Pedrycz, Shuyin Xia, Qinghua Zhang, Di Wu
2025 J jnl
Autonomous Clustering by Fast Find of Mass and Distance Peaks.
IEEE Trans. Pattern Anal. Mach. Intell.
Jie Yang, Chin-Teng Lin
2025 J jnl
CS3W-GBG: A Cost-Sensitive Three-Way Granular-Ball Generation Method.
IEEE Trans. Fuzzy Syst.
Jie Yang, Fan Zhao, Guoyin Wang, Witold Pedrycz, Shuyin Xia, Yanmin Liu, Qinghua Zhang
2025 A* conf
Collaborative Similarity Fusion and Consistency Recovery for Incomplete Multi-view Clustering.
AAAI
Bingbing Jiang, Chenglong Zhang, Xinyan Liang, Peng Zhou, Jie Yang, Xingyu Wu, Junyi Guan, Weiping Ding, Weiguo Sheng
2025 J jnl
Constructing Three-Way Decision With Fuzzy Granular-Ball Rough Sets Based on Uncertainty Invariance.
IEEE Trans. Fuzzy Syst.
Jie Yang, Zhuangzhuang Liu, Guoyin Wang, Qinghua Zhang, Shuyin Xia, Di Wu, Yanmin Liu
2025 J jnl
Contrastive Learning-Based Agent Modeling for Deep Reinforcement Learning.
IEEE Trans. Emerg. Top. Comput. Intell.
Wenhao Ma, Yu-Cheng Chang, Jie Yang, Yu-Kai Wang, Chin-Teng Lin
2025 J jnl
Cost-Sensitive Neighborhood Granularity Selection for Hierarchical Classification.
IEEE Trans. Knowl. Data Eng.
Shuai Li, Jie Yang, Huanan Bao, Deyou Xia, Qinghua Zhang, Guoyin Wang
2025 J jnl
Discovering generalized clusters with adaptive mixture density-based clustering.
Knowl. Based Syst.
Zexuan Fei, Haoyu Zhai, Jie Yang, Bin Wang, Yan Ma
2025 J jnl
Efficient parallel algorithm for finding strongly connected components based on granulation strategy.
Knowl. Inf. Syst.
Taihua Xu, Huixing He, Xibei Yang, Jie Yang, Jingjing Song, Yun Cui
2025 A* conf
Enhanced Denesity Peak Clustering for High-Dimensional Data.
AAAI
Zhongli Wang, Jie Yang, Junyi Guan, Chenglong Zhang, Xinyan Liang, Bingbing Jiang, Weiguo Sheng
2025 — conf
Enhancing TSK Fuzzy Systems with an Automated Filter-Gate Mechanism for Rule-Specific Feature Selection.
FUZZ
Yingtao Ren, Yu-Cheng Chang, Xiaowei Jiang, Jie Yang, Chin-Teng Lin
2025 J jnl
KNEG-CL: Unveiling data patterns using a k-nearest neighbor evolutionary graph for efficient clustering.
Inf. Sci.
Zexuan Fei, Yan Ma, Jinfeng Zhao, Bin Wang, Jie Yang
2025 J jnl
Multi-objective Particle Swarm Optimization with Integrated Fireworks Algorithm and Size Double Archiving.
Int. J. Comput. Intell. Syst.
Yansong Zhang, Yanmin Liu, Xiaoyan Zhang, Qian Song, Aijia Ouyang, Jie Yang
2025 A* conf
Multi-view Clustering via Multi-granularity Ensemble.
IJCAI
Jie Yang, Wei Chen, Feng Liu, Peng Zhou, Zhongli Wang, Xinyan Liang, Bingbing Jiang
2025 J jnl
SMDFnet: Saliency multiscale dense fusion network for MRI and CT image fusion.
Comput. Biol. Medicine
Jun Fu, Aijia Ouyang, Jie Yang, Daoping Yang, Gengyu Ge, Hongxu Jin, Baiqing He
2025 J jnl
SMRFnet: Saliency multi-scale residual fusion network for grayscale and pseudo color medical image fusion.
Biomed. Signal Process. Control.
Jun Fu, Jie Yang, Ya Wang, Daoping Yang, Maoqiang Yang, Yan Ren, Dandan Wei
2025 J jnl
Semi-supervised multi-view feature selection with adaptive similarity fusion and learning.
Pattern Recognit.
Bingbing Jiang, Jun Liu, Zidong Wang, Chenglong Zhang, Jie Yang, Yadi Wang, Weiguo Sheng, Weiping Ding
2025 J jnl
Toward Autonomous Distributed Clustering.
IEEE Trans. Emerg. Top. Comput. Intell.
Jie Yang, Chin-Teng Lin
2024 J jnl
3WC-GBNRS++: A Novel Three-Way Classifier With Granular-Ball Neighborhood Rough Sets Based on Uncertainty.
IEEE Trans. Fuzzy Syst.
Jie Yang, Zhuangzhuang Liu, Shuyin Xia, Guoyin Wang, Qinghua Zhang, Shuai Li, Taihua Xu
2024 J jnl
A multi-objective particle swarm optimization with a competitive hybrid learning strategy.
Complex Intell. Syst.
Fei Chen, Yanmin Liu, Jie Yang, Jun Liu, Xianzi Zhang
2024 J jnl
A review on network representation learning with multi-granularity perspective.
Intell. Data Anal.
Shun Fu, Lufeng Wang, Jie Yang
2024 J jnl
A robust three-way classifier with shadowed granular-balls based on justifiable granularity.
CoRR
Jie Yang, Lingyun Xiaodiao, Guoyin Wang, Witold Pedrycz, Shuyin Xia, Qinghua Zhang, Di Wu
2024 J jnl
Adaptive three-way KNN classifier using density-based granular balls.
Inf. Sci.
Jie Yang, Juncheng Kuang, Guoyin Wang, Qinghua Zhang, Yanmin Liu, Qun Liu, Deyou Xia, Shuai Li, Xiaoqi Wang, Di Wu
2024 J jnl
An End-to-End Knowledge Graph Fused Graph Neural Network for Accurate Protein-Protein Interactions Prediction.
IEEE ACM Trans. Comput. Biol. Bioinform.
Jie Yang, Yapeng Li, Guoyin Wang, Zhong Chen, Di Wu
2024 J jnl
Attribute reduction for hierarchical classification based on improved fuzzy rough set.
Inf. Sci.
Jie Yang, Xiaodan Qin, Guoyin Wang, Qinghua Zhang, Shuai Li, Di Wu
2024 J jnl
Constructing Three-Way Decision of Rough Fuzzy Sets from the Perspective of Uncertainties.
Cogn. Comput.
Jie Yang, Xiaoqi Wang, Guoyin Wang, Deyou Xia
2024 J jnl
Contrastive learning-based agent modeling for deep reinforcement learning.
CoRR
Wenhao Ma, Yu-Cheng Chang, Jie Yang, Yu-Kai Wang, Chin-Teng Lin
2024 A* conf
Efficient Multi-view Unsupervised Feature Selection with Adaptive Structure Learning and Inference.
IJCAI
Chenglong Zhang, Yang Fang, Xinyan Liang, Han Zhang, Peng Zhou, Xingyu Wu, Jie Yang, Bingbing Jiang, Weiguo Sheng
2024 J jnl
Enhanced Adjacency-Constrained Hierarchical Clustering Using Fine-Grained Pseudo Labels.
IEEE Trans. Emerg. Top. Comput. Intell.
Jie Yang, Chin-Teng Lin
2024 J jnl
Fuzziness-Based Three-Way Decision With Neighborhood Rough Sets Under the Framework of Shadowed Sets.
IEEE Trans. Fuzzy Syst.
Jie Yang, Xiaoqi Wang, Guoyin Wang, Qinghua Zhang, Nenggan Zheng, Di Wu
2024 J jnl
Nonlinear learning method for local causal structures.
Inf. Sci.
Xingyu Wu, Yan Zhong, Zhaolong Ling, Jie Yang, Li Li, Weiguo Sheng, Bingbing Jiang
2024 J jnl
OSFS-Vague: Online streaming feature selection algorithm based on vague set.
CAAI Trans. Intell. Technol.
Jie Yang, Zhijun Wang, Guoyin Wang, Yanmin Liu, Yi He, Di Wu
2024 B conf
Protein-Protein Interaction Prediction Models Based on Graph Neural Networks.
SMC
Yapeng Li, Jie Yang, Yuwen Chen
2024 J jnl
Three-Way Approximations Fusion With Granular-Ball Computing to Guide Multigranularity Fuzzy Entropy for Feature Selection.
IEEE Trans. Fuzzy Syst.
Deyou Xia, Guoyin Wang, Qinghua Zhang, Jie Yang, Shuyin Xia
2024 — conf
Three-Way Decision of Granular-Ball Rough Sets Based on Fuzziness.
IJCRS (2)
Zhuangzhuang Liu, Taihua Xu, Jie Yang, Shuyin Xia
2023 J jnl
An explainable molecular property prediction via multi-granularity.
Inf. Sci.
Haichao Sun, Guoyin Wang, Qun Liu, Jie Yang, Mingyue Zheng
2023 J jnl
An unsupervised multi-focus image fusion method based on Transformer and U-Net.
IET Image Process.
Xin Jin, Xiuliang Xi, Ding Zhou, Xiaoxuan Ren, Jie Yang, Qian Jiang
2023 J jnl
CDRNet: Cascaded dense residual network for grayscale and pseudocolor medical image fusion.
Comput. Methods Programs Biomed.
Jun Fu, Baiqing He, Jie Yang, Jianpeng Liu, Aijia Ouyang, Ya Wang
2023 J jnl
Efficient multi-view semi-supervised feature selection.
Inf. Sci.
Chenglong Zhang, Bingbing Jiang, Zidong Wang, Jie Yang, Yangfeng Lu, Xingyu Wu, Weiguo Sheng
2023 J jnl
Incremental Approximation Feature Selection With Accelerator for Rough Fuzzy Sets by Knowledge Distance.
IEEE Trans. Fuzzy Syst.
Deyou Xia, Guoyin Wang, Qinghua Zhang, Jie Yang, Shuai Li, Man Gao
2023 J jnl
Interactive fuzzy knowledge distance-guided attribute reduction with three-way accelerator.
Knowl. Based Syst.
Deyou Xia, Guoyin Wang, Qinghua Zhang, Jie Yang, Huanan Bao, Shuai Li, Binbin Sang
2023 J jnl
Multi-View Adjacency-Constrained Hierarchical Clustering.
IEEE Trans. Emerg. Top. Comput. Intell.
Jie Yang, Chin-Teng Lin
2022 J jnl
An Online Sparse Streaming Feature Selection Algorithm.
CoRR
Feilong Chen, Di Wu, Jie Yang, Yi He
2022 J jnl
Attribute reduction with personalized information granularity of nearest mutual neighbors.
Inf. Sci.
Hengrong Ju, Weiping Ding, Zhenquan Shi, Jiashuang Huang, Jie Yang, Xibei Yang
2022 J jnl
Color multi-focus image fusion based on transfer learning.
J. Intell. Fuzzy Syst.
Yun Wang, Xin Jin, Jie Yang, Qian Jiang, Yue Tang, Puming Wang, Shin-Jye Lee
2022 — conf
DDF-GAN: A Generative Adversarial Network with Dual-Discriminator for Multi-Focus Image Fusion.
MSN
Shiyu Chen, Xin Jin, Qian Jiang, Jie Yang, Ting Cao, Xiuliang Xi, Yunyun Dong
2022 J jnl
Granularity Selection for Hierarchical Classification Based on Uncertainty Measure.
IEEE Trans. Fuzzy Syst.
Shuai Li, Jie Yang, Guoyin Wang, Qinghua Zhang, Jun Hu
2022 J jnl
Local knowledge distance for rough approximation measure in multi-granularity spaces.
Inf. Sci.
Deyou Xia, Guo-Yin Wang, Jie Yang, Qinghua Zhang, Shuai Li
2022 A* conf
Multi-View Adjacency-Constrained Nearest Neighbor Clustering (Student Abstract).
AAAI
Jie Yang, Chin-Teng Lin
2022 — conf
Multi-objective Particle Swarm Optimization Based on Archive Control Strategy.
ML4CS (3)
Meilan Yang, Fei Chen, Qian Zhang, Jie Yang, Xiaoli Shu, Yan-min Liu
2022 J jnl
Novel multiobjective particle swarm optimization based on ranking and cyclic distance strategy.
Int. J. Intell. Syst.
Yan-min Liu, Shihua Wang, Xi Song, Jie Yang
2022 — conf
Online Sparse Streaming Feature Selection with Uncertainty.
ICNSC
Feilong Chen, Di Wu, Jie Yang, Yi He
2022 J jnl
The cost-sensitive approximation of neighborhood rough sets and granular layer selection.
J. Intell. Fuzzy Syst.
Jie Yang, Tian Luo, Lijuan Zeng, Xin Jin
2021 J jnl
A novel online self-learning system with automatic object detection model for multimedia applications.
Multim. Tools Appl.
Eric-Juwei Cheng, Mukesh Prasad, Jie Yang, Ding-Rong Zheng, Xian Tao, Domingo Mery, Kuu-Young Young, Chin-Teng Lin
2021 J jnl
A robust real-time facial alignment system with facial landmarks detection and rectification for multimedia applications.
Multim. Tools Appl.
Kuang-Pen Chou, Mukesh Prasad, Jie Yang, Sheng-Yao Su, Xian Tao, Amit Saxena, Wen-Chieh Lin, Chin-Teng Lin
2021 J jnl
Adaptive Initialization Method for K-Means Algorithm.
Frontiers Artif. Intell.
Jie Yang, Yu-Kai Wang, Xin Yao, Chin-Teng Lin
2021 J jnl
Data-driven sequential three-way decisions for unlabeled information system.
J. Intell. Fuzzy Syst.
Jie Yang, Tian Luo, Fan Zhao, Shuai Li, Xin Jin
2021 J jnl
Multi-granularity distance measure for interval-valued intuitionistic fuzzy concepts.
Inf. Sci.
Shuai Li, Jie Yang, Guoyin Wang, Taihua Xu
2021 J jnl
Similarity measure for multi-granularity rough approximations of vague sets.
J. Intell. Fuzzy Syst.
Jie Yang, Wei Zhou, Shuai Li
2020 J jnl
Clustering via torque balance with mass and distance.
CoRR
Jie Yang, Chin-Teng Lin
2020 J jnl
Finding strongly connected components of simple digraphs based on granulation strategy.
Int. J. Approx. Reason.
Taihua Xu, Guoyin Wang, Jie Yang
2020 J jnl
Fuzzy Entropy: A More Comprehensible Perspective for Interval Shadowed Sets of Fuzzy Sets.
IEEE Trans. Fuzzy Syst.
Qinghua Zhang, Yuhong Chen, Jie Yang, Guoyin Wang
2020 J jnl
Knowledge Distance Measure for the Multigranularity Rough Approximations of a Fuzzy Concept.
IEEE Trans. Fuzzy Syst.
Jie Yang, Guoyin Wang, Qinghua Zhang, Huaming Wang
2020 J jnl
Three-way decisions of rough vague sets from the perspective of fuzziness.
Inf. Sci.
Qinghua Zhang, Fan Zhao, Jie Yang, Guoyin Wang
2020 J jnl
基于边界域的邻域知识距离度量模型 (Neighborhood Knowledge Distance Measure Model Based on Boundary Regions).
计算机科学
Jie Yang, Guoyin Wang, Shuai Li
2019 J jnl
Adaptive Initialization Method for K-means Algorithm.
CoRR
Jie Yang, Yu-Kai Wang, Xin Yao, Chin-Teng Lin
2019 — conf
Constructing the Optimal Approximation Sets of Rough Sets in Multi-granularity Spaces.
IJCRS
Qinghua Zhang, Fan Zhao, Yubin Xu, Jie Yang
2019 J jnl
Optimal granularity selection based on cost-sensitive sequential three-way decisions with rough fuzzy sets.
Knowl. Based Syst.
Jie Yang, Guoyin Wang, Qinghua Zhang, Yuhong Chen, Taihua Xu
2019 J jnl
Survey on cloud model based similarity measure of uncertain concepts.
CAAI Trans. Intell. Technol.
Shuai Li, Guoyin Wang, Jie Yang
2019 J jnl
The Uncertainty Analysis of Vague Sets in Rough Approximation Spaces.
IEEE Access
Qinghua Zhang, Fan Zhao, Jie Yang
2019 J jnl
层次粒结构下粗糙模糊集的不确定性度量 (Uncertainty Measure of Rough Fuzzy Sets in Hierarchical Granular Structure).
计算机科学
Jie Yang, Guoyin Wang, Qinghua Zhang, Lin Feng
2018 J jnl
A multi-granularity decomposition mechanism of complex tasks based on density peaks.
Big Data Min. Anal.
Ziling Pang, Guo-Yin Wang, Jie Yang
2018 J jnl
Knowledge distance measure in multigranulation spaces of fuzzy equivalence relations.
Inf. Sci.
Jie Yang, Guoyin Wang, Qinghua Zhang
2017 J jnl
An Initialization Method Based on Hybrid Distance for
Neural Comput.
Jie Yang, Yan Ma, Xiangfen Zhang, Shunbao Li, Yuping Zhang
2016 — conf
Multi-granularity Similarity Measure of Cloud Concept.
IJCRS
Jie Yang, Guoyin Wang, Xukun Li