Hengrong Ju

67 papers Journal 65Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Survey on Rough Feature Selection: Recent Advances and Challenges.
IEEE CAA J. Autom. Sinica
Keyu Liu, Xibei Yang, Weiping Ding, Hengrong Ju, Tianrui Li, Jie Wang, Tengyu Yin
2026 J jnl
An innovative feature selection approach with two-stage fusion using fuzzy neighborhood strategies.
Appl. Soft Comput.
Tian Xie, Weiping Ding, Hengrong Ju, Jiashuang Huang, Yuepeng Chen
2026 J jnl
Distributed fuzzy attribute reduction for partially labeled big data.
Appl. Soft Comput.
Tingting Shan, Hengrong Ju, Lijiao Qiao, Weiping Ding, Keyu Liu, Jiashuang Huang, Xibei Yang
2026 J jnl
Distributed multi-label feature selection via feature-label information granulation.
Inf. Sci.
Hengrong Ju, Xipei Tao, Weiping Ding, Zhongya Lu, Suping Xu, Lijiao Qiao, Xibei Yang
2026 J jnl
FGMMa: Multiembedding Node Classification via Fuzzy Graph Message Passing and Graph Mamba.
IEEE Trans. Fuzzy Syst.
Tian Xie, Tao Yin, Wei Zhang, Hengrong Ju, Jiashuang Huang, Weiping Ding
2026 J jnl
Fuzzy-KD: Fuzzy knowledge distillation model for brain network analysis with incomplete multi-modal data.
Biomed. Signal Process. Control.
Xiaoyu Qi, Xueyun Cheng, Mingliang Wang, Hengrong Ju, Weiping Ding, Jiashuang Huang
2026 J jnl
Gcc: Granular cabin-embedded accelerator for neighborhood-based clustering.
Int. J. Mach. Learn. Cybern.
Yang Lu, Keyu Liu, Weiping Ding, Hengrong Ju, Tingting Shan, Xiaoxue Fan, Xibei Yang
2026 J jnl
Margin-Aware Fuzzy Rough Feature Selection: Bridging Uncertainty Characterization and Pattern Classification.
IEEE Trans. Fuzzy Syst.
Suping Xu, Lin Shang, Keyu Liu, Hengrong Ju, Xibei Yang, Witold Pedrycz
2025 J jnl
A graph regularized overlapping community discovery framework with three-way decisions.
Inf. Sci.
Xiaoyang Zou, Jinxin Cao, Hengrong Ju, Weiping Ding, Lu Liu, Fuxiang Chen, Di Jin
2025 J jnl
AGBN-Transformer: Anatomy-guided brain network transformer for schizophrenia diagnosis.
Biomed. Signal Process. Control.
Jiashuang Huang, Mingliang Wang, Hengrong Ju, Weiping Ding, Daoqiang Zhang
2025 J jnl
Class-specific semi-supervised feature selection with fuzzy convex balling information granularity.
Inf. Sci.
Hengrong Ju, Jiarong Li, Weiping Ding, Xiaoxue Fan, Jiashuang Huang, Suping Xu, Xibei Yang
2025 J jnl
D3WC: Deep three-way clustering with granular evidence fusion.
Inf. Fusion
Hengrong Ju, Jing Guo, Weiping Ding, Xibei Yang
2025 J jnl
Dynamic evidence fusion neural networks with uncertainty theory and its application in brain network analysis.
Inf. Sci.
Weiping Ding, Tao Hou, Jiashuang Huang, Hengrong Ju, Shu Jiang
2025 J jnl
F2CAU-Net: A dual fuzzy medical image segmentation cascade method based on fuzzy feature learning.
Appl. Soft Comput.
Tianyi Zhou, Haipeng Wang, Sheng Geng, Hengrong Ju, Jiashuang Huang, Fan Fu, Weiping Ding
2025 J jnl
FCAformer: Fuzzy-Enhanced Class-Aware Attention Based Transformer for Weakly Supervised Histopathology Image Segmentation.
IEEE Trans. Fuzzy Syst.
Xiaotian Cheng, Weiping Ding, Jiashuang Huang, Hengrong Ju, Tianyi Zhou, Jing Guo, Witold Pedrycz
2025 J jnl
FDBFN: Fuzzy discriminative broad fusion network for hyperspectral image classification.
Expert Syst. Appl.
Yonghe Chu, Jun Cao, Weiping Ding, Jiashuang Huang, Hengrong Ju, Heling Cao
2025 J jnl
FDGC: Fuzzy deep clustering with dual-granularity contrastive learning.
Knowl. Based Syst.
Hengrong Ju, Jing Guo, Weiping Ding, Witold Pedrycz, Xiaotian Cheng, Xibei Yang
2025 J jnl
Global-local graph convolutional broad network for hyperspectral image classification.
Appl. Soft Comput.
Yonghe Chu, Jun Cao, Jiashuang Huang, Hengrong Ju, Guangen Liu, Heling Cao, Weiping Ding
2025 J jnl
Hyperspectral image classification using feature fusion fuzzy graph broad network.
Inf. Sci.
Yonghe Chu, Jun Cao, Weiping Ding, Jiashuang Huang, Hengrong Ju, Heling Cao, Guangen Liu
2025 J jnl
MGRW-Transformer: Multigranularity Random Walk Transformer Model for Interpretable Learning.
IEEE Trans. Neural Networks Learn. Syst.
Weiping Ding, Yu Geng, Jiashuang Huang, Hengrong Ju, Haipeng Wang, Chin-Teng Lin
2025 J jnl
Margin-aware Fuzzy Rough Feature Selection: Bridging Uncertainty Characterization and Pattern Classification.
CoRR
Suping Xu, Lin Shang, Keyu Liu, Hengrong Ju, Xibei Yang, Witold Pedrycz
2025 J jnl
Multigranularity Information Fused Contrastive Learning With Multiview Clustering.
IEEE Trans. Neural Networks Learn. Syst.
Hengrong Ju, Yang Lu, Weiping Ding, Wei Zhang, Xibei Yang
2025 J jnl
Quality-aware fuzzy min-max neural networks for dynamic brain network analysis and its application to schizophrenia identification.
Appl. Soft Comput.
Tao Hou, Weiping Ding, Jiashuang Huang, Shu Jiang, Hongcheng Yao, Tianyi Zhou, Hengrong Ju
2025 J jnl
The fuzzy hypergraph neural network model based on sparse k-nearest neighborhood granule.
Appl. Soft Comput.
Tao Yin, Weiping Ding, Hengrong Ju, Jiashuang Huang, Yuepeng Chen
2024 J jnl
A Novel Spark-Based Attribute Reduction and Neighborhood Classification for Rough Evidence.
IEEE Trans. Cybern.
Weiping Ding, Ying Sun, Ming Li, Jun Liu, Hengrong Ju, Jiashuang Huang, Chin-Teng Lin
2024 J jnl
A distributed attribute reduction based on neighborhood evidential conflict with Apache Spark.
Inf. Sci.
Yuepeng Chen, Weiping Ding, Hengrong Ju, Jiashuang Huang, Tao Yin
2024 J jnl
BiFuG2-Spark: Bi-Directional Fuzzy Granular-Cabin Parallel Attribute Reduction Accelerator With Granular-Group Collaboration.
IEEE Trans. Fuzzy Syst.
Hengrong Ju, Tingting Shan, Weiping Ding, Keyu Liu, Muhammad Jabir Khan, Jiashuang Huang, Xibei Yang
2024 J jnl
C2F-Explainer: Explaining Transformers Better Through a Coarse-to-Fine Strategy.
IEEE Trans. Knowl. Data Eng.
Weiping Ding, Xiaotian Cheng, Yu Geng, Jiashuang Huang, Hengrong Ju
2024 J jnl
Cascaded Two-Stage Feature Clustering and Selection via Separability and Consistency in Fuzzy Decision Systems.
IEEE Trans. Fuzzy Syst.
Yuepeng Chen, Weiping Ding, Hengrong Ju, Jiashuang Huang, Tao Yin
2024 J jnl
Cascaded two-stage feature clustering and selection via separability and consistency in fuzzy decision systems.
CoRR
Yuepeng Chen, Weiping Ding, Hengrong Ju, Jiashuang Huang, Tao Yin
2024 J jnl
Dual-Channel Fuzzy Interaction Information Fused Feature Selection With Fuzzy Sparse and Shared Granularities.
IEEE Trans. Fuzzy Syst.
Hengrong Ju, Xiaoxue Fan, Weiping Ding, Jiashuang Huang, Suping Xu, Xibei Yang, Witold Pedrycz
2024 J jnl
ELSNC: A semi-supervised community detection method with integration of embedding-enhanced links and node content in attributed networks.
Appl. Soft Comput.
Jinxin Cao, Xiaoyang Zou, Weizhong Xu, Weiping Ding, Hengrong Ju, Lu Liu, Fuxiang Chen, Di Jin
2024 — conf
GNMFO_TW: Graph Regularized Non-negative Matrix Factorization for Overlapping Community Discovery by Using Three-Way.
ICIC (12)
Xiaoyang Zou, Jinxin Cao, Hengrong Ju, Weiping Ding, Di Jin
2024 J jnl
M2EF-NNs: Multimodal Multi-instance Evidence Fusion Neural Networks for Cancer Survival Prediction.
CoRR
Hui Luo, Jiashuang Huang, Hengrong Ju, Tianyi Zhou, Weiping Ding
2024 J jnl
MMF-NNs: Multi-modal Multi-granularity Fusion Neural Networks for brain networks and its application to epilepsy identification.
Artif. Intell. Medicine
Jiashuang Huang, Xiaoyu Qi, Xueyun Cheng, Mingliang Wang, Hengrong Ju, Weiping Ding, Daoqiang Zhang
2024 J jnl
Multi-association evidential feature selection and its application to identifying schizophrenia.
Inf. Sci.
Hengrong Ju, Xiaoxue Fan, Weiping Ding, Jiashuang Huang, Witold Pedrycz, Xibei Yang
2024 J jnl
Pheromone-guided parallel rough hypercuboid attribute reduction algorithm.
Appl. Soft Comput.
Weiping Ding, Hongcheng Yao, Hengrong Ju, Jiashuang Huang, Shu Jiang, Yuepeng Chen
2024 J jnl
RCAR-UNet: Retinal vessel segmentation network algorithm via novel rough attention mechanism.
Inf. Sci.
Weiping Ding, Ying Sun, Jiashuang Huang, Hengrong Ju, Chongsheng Zhang, Guang Yang, Chin-Teng Lin
2024 J jnl
Sparse Mutual Granularity-Based Feature Selection and its Application of Schizophrenia Patients.
IEEE Trans. Emerg. Top. Comput. Intell.
Hengrong Ju, Tao Yin, Jiashuang Huang, Weiping Ding, Xibei Yang
2024 J jnl
Three-way evidence theory-based density peak clustering with the principle of justifiable granularity.
Appl. Soft Comput.
Hengrong Ju, Yang Lu, Weiping Ding, Jinxin Cao, Xibei Yang
2024 J jnl
ViTH-RFG: Vision Transformer Hashing With Residual Fuzzy Generation for Targeted Attack in Medical Image Retrieval.
IEEE Trans. Fuzzy Syst.
Weiping Ding, Chuansheng Liu, Jiashuang Huang, Chun Cheng, Hengrong Ju
2023 J jnl
A Q-learning approach to attribute reduction.
Appl. Intell.
Yuxin Liu, Zhice Gong, Keyu Liu, Suping Xu, Hengrong Ju, Xibei Yang
2023 J jnl
Bi-directional adaptive neighborhood rough sets based attribute subset selection.
Int. J. Approx. Reason.
Hengrong Ju, Weiping Ding, Xibei Yang, Pingping Gu
2023 J jnl
Brain Age Prediction Based on Resting-State Functional MRI Using Similarity Metric Convolutional Neural Network.
IEEE Access
Weiping Ding, Xinjie Shen, Jiashuang Huang, Hengrong Ju, Yuepeng Chen, Tao Yin
2023 J jnl
FTransCNN: Fusing Transformer and a CNN based on fuzzy logic for uncertain medical image segmentation.
Inf. Fusion
Weiping Ding, Haipeng Wang, Jiashuang Huang, Hengrong Ju, Yu Geng, Chin-Teng Lin, Witold Pedrycz
2023 J jnl
Feature selection in threes: Neighborhood relevancy, redundancy, and granularity interactivity.
Appl. Soft Comput.
Keyu Liu, Tianrui Li, Xibei Yang, Hengrong Ju, Xin Yang, Dun Liu
2023 J jnl
Multi-label learning with Relief-based label-specific feature selection.
Appl. Intell.
Jiadong Zhang, Keyu Liu, Xibei Yang, Hengrong Ju, Suping Xu
2023 J jnl
SD-CNN: A static-dynamic convolutional neural network for functional brain networks.
Medical Image Anal.
Jiashuang Huang, Mingliang Wang, Hengrong Ju, Zhenquan Shi, Weiping Ding, Daoqiang Zhang
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
Hierarchical neighborhood entropy based multi-granularity attribute reduction with application to gene prioritization.
Int. J. Approx. Reason.
Keyu Liu, Tianrui Li, Xibei Yang, Hengrong Ju, Xin Yang, Dun Liu
2022 J jnl
Parallel incremental efficient attribute reduction algorithm based on attribute tree.
Inf. Sci.
Weiping Ding, Tingzhen Qin, Xinjie Shen, Hengrong Ju, Haipeng Wang, Jiashuang Huang, Ming Li
2022 J jnl
RG-GCN: Improved Graph Convolution Neural Network Algorithm Based on Rough Graph.
IEEE Access
Weiping Ding, Bairu Pan, Hengrong Ju, Jiashuang Huang, Chun Cheng, Xinjie Shen, Yu Geng, Tao Hou
2022 J jnl
Triple-G: a new MGRS and attribute reduction.
Int. J. Mach. Learn. Cybern.
Jing Ba, Keyu Liu, Hengrong Ju, Suping Xu, Taihua Xu, Xibei Yang
2021 J jnl
An improved D-S evidence theory based neighborhood rough classification approach.
J. Intell. Fuzzy Syst.
Tao Yin, Xiaojuan Mao, Xingtan Wu, Hengrong Ju, Weiping Ding, Xibei Yang
2021 J jnl
Robust supervised rough granular description model with the principle of justifiable granularity.
Appl. Soft Comput.
Hengrong Ju, Weiping Ding, Xibei Yang, Hamido Fujita, Suping Xu
2020 J jnl
Decision-Theoretic Rough Set: A Fusion Strategy.
IEEE Access
Tao Yin, Xiaojuan Mao, Ying Zhang, Yiting Ma, Hengrong Ju, Weiping Ding
2020 J jnl
Label distribution learning: A local collaborative mechanism.
Int. J. Approx. Reason.
Suping Xu, Hengrong Ju, Lin Shang, Witold Pedrycz, Xibei Yang, Chun Li
2020 J jnl
Multiple Lesions Detection of Fundus Images Based on Convolution Neural Network Algorithm With Improved SFLA.
IEEE Access
Weiping Ding, Ying Sun, Longjie Ren, Hengrong Ju, Zhihao Feng, Ming Li
2019 J jnl
Combining similarity and divergence measures for intuitionistic fuzzy information clustering.
J. Intell. Fuzzy Syst.
Jiubing Liu, Xianzhong Zhou, Bing Huang, Huaxiong Li, Hengrong Ju
2019 J jnl
Sequential three-way classifier with justifiable granularity.
Knowl. Based Syst.
Hengrong Ju, Witold Pedrycz, Huaxiong Li, Weiping Ding, Xibei Yang, Xianzhong Zhou
2017 J jnl
Cost-sensitive rough set: A multi-granulation approach.
Knowl. Based Syst.
Hengrong Ju, Huaxiong Li, Xibei Yang, Xianzhong Zhou, Bing Huang
2017 J jnl
基于Local约简的序贯三支分类器 (Sequential Three-way Classifier with Local Reduction).
计算机科学
Hengrong Ju, Huaxiong Li, Xianzhong Zhou, Bing Huang, Xibei Yang
2016 J jnl
Cost-sensitive rough set approach.
Inf. Sci.
Hengrong Ju, Xibei Yang, Hualong Yu, Tongjun Li, Dong-Jun Yu, Jingyu Yang
2015 — conf
A Moderate Attribute Reduction Approach in Decision-Theoretic Rough Set.
RSFDGrC
Hengrong Ju, Xibei Yang, Pei Yang, Huaxiong Li, Xianzhong Zhou
2015 J jnl
量化粗糙集的单调性属性约简方法 (Approach to Monotonicity Attribute Reduction in Quantitative Rough Set).
计算机科学
Hengrong Ju, Xibei Yang, Yong Qi, Jingyu Yang
2014 J jnl
Dynamic updating multigranulation fuzzy rough set: approximations and reducts.
Int. J. Mach. Learn. Cybern.
Hengrong Ju, Xibei Yang, Xiaoning Song, Yunsong Qi
2014 J jnl
Variable Precision Multigranulation Rough Set and Attributes Reduction.
Trans. Rough Sets
Hengrong Ju, Xibei Yang, Huili Dou, Jingjing Song