Relative density based support vector machine. - Shuyin Xia; Zhongyang Xiong; Yueguo Luo; Limei Dong; Changyuan Xing (Neurocomputing, 2015)

Location difference of multiple distances based k-nearest neighbors algorithm. - Shuyin Xia; Zhongyang Xiong; Yueguo Luo; Limei Dong; Guanghua Zhang (Knowl. Based Syst., 2015)

Vibration-Based Outlier Detection on High Dimensional Data. - Shuyin Xia; Guoyin Wang 001; Hong Yu 007; Qun Liu 005; Jin Wang 006 (Int. J. Artif. Intell. Tools, 2016)

Noise self-filtering K-nearest neighbors algorithms. - Shuyin Xia; Guoyin Wang 001; Yunsheng Liu; Qun Liu 005; Hong Yu 007 (IEEE BigData, 2017)

A Multi-Granular Relative Density Model for Class Noise Detection. - Xiao Liang; Shuyin Xia; Qun Liu 005; Yunsheng Liu; Baiyun Chen; Guoyin Wang 001 (IEEE BigData, 2018)

The k-Means Forest Classifier for High Dimensional Data. - Zizhong Chen; Xin Ding; Shuyin Xia; Baiyun Chen (ICBK, 2018)

Prediction of Aluminum Electrolysis Superheat Based on Improved Relative Density Noise Filter SMO. - Yunsheng Liu; Shuyin Xia; Hong Yu 007; Yueguo Luo; Baiyun Chen; Kang Liu; Guoyin Wang 001 (ICBK, 2018)

Multi-granularity Network Representation Learning Based on Game Theory. - Hang Shu; Qun Liu 005; Shuyin Xia (ICDM Workshops, 2018)

A Multi-granularity Genetic Algorithm. - Caoxiao Li; Shuyin Xia; Zizhong Chen; Guoyin Wang 001 (ICBK, 2019)

A Fast Relative Density Method Based on Space Partitioning. - Binggui Wang; Shuyin Xia; Hong Yu 007; Guoyin Wang 001 (ICBK, 2019)

Edge Sign Prediction Based on Orthogonal Graph Regularized Nonnegative Matrix Factorization for Transfer Learning. - Junwu Yu; Shuyin Xia; Guoyin Wang 001 (ICBK, 2019)

A Multi-Granularity Representation Learning Framework for User Identification Across Social Networks. - Shun Fu; Guoyin Wang 001; Shuyin Xia; Li Liu 030 (IJCRS, 2019)

Transferring Ensemble Representations Using Deep Convolutional Neural Networks for Small-Scale Image Classification. - Shuyin Xia; Yulong Xia; Hong Yu 007; Qun Liu 005; Yueguo Luo; Guoyin Wang 001; Zizhong Chen (IEEE Access, 2019)

Granular ball computing classifiers for efficient, scalable and robust learning. - Shuyin Xia; Yunsheng Liu; Xin Ding; Guoyin Wang 001; Hong Yu 007; Yuoguo Luo (Inf. Sci., 2019)

Complete Random Forest Based Class Noise Filtering Learning for Improving the Generalizability of Classifiers. - Shuyin Xia; Guoyin Wang 001; Zizhong Chen; Yanlin Duan; Qun Liu 005 (IEEE Trans. Knowl. Data Eng., 2019)

Understanding a Deep Neural Network Based on Neural-Path Coding. - Dawei Dai; Chengfu Tang; Dongyao Zhao; Shuyin Xia; Haoyue Bai (IEEE Access, 2020)

Ball k-means. - Shuyin Xia; Daowan Peng; Deyu Meng; Changqing Zhang; Guoyin Wang 001; Zizhong Chen; Wei Wei 006 (CoRR, 2020)

LRA: an accelerated rough set framework based on local redundancy of attribute for feature selection. - Shuyin Xia; Wenhua Li; Guoyin Wang 001; Xinbo Gao 001; Changqing Zhang; Elisabeth Giem (CoRR, 2020)

Social relationship prediction across networks using tri-training BP neural networks. - Qun Liu 005; Shuxin Liu; Guoyin Wang 001; Shuyin Xia (Neurocomputing, 2020)

Deep multi-granularity graph embedding for user identity linkage across social networks. - Shun Fu; Guoyin Wang 001; Shuyin Xia; Li Liu 030 (Knowl. Based Syst., 2020)

Designing a Partially Understandable Neural Network through Semantic Embedding. - Chengfu Tang; Dawei Dai; Haoyue Bai; Guoyin Wang 001; Shuyin Xia; Feng Hu 001 (IJCNN, 2021)

An Improved Genetic Algorithm Based on k-means. - Caoxiao Li; Shuyin Xia; Jingcheng Fu; Zizhong Chen; Binggui Wang (ISEEIE, 2021)

Fast k-means Clustering Based on the Neighbor Information. - Daowan Peng; Zizhong Chen; Jingcheng Fu; Shuyin Xia; Qing Wen (ISEEIE, 2021)

A Fast Attribute Reduction Algorithm of Neighborhood Rough Set. - Wenhua Li; Shuyin Xia; Zizhong Chen (KST, 2021)

Building partially understandable convolutional neural networks by differentiating class-related neural nodes. - Dawei Dai; Chengfu Tang; Guoyin Wang 001; Shuyin Xia (Neurocomputing, 2021)

RSMOTE: A self-adaptive robust SMOTE for imbalanced problems with label noise. - Baiyun Chen; Shuyin Xia; Zizhong Chen; Binggui Wang; Guoyin Wang 001 (Inf. Sci., 2021)

Weighted oversampling algorithms for imbalanced problems and application in prediction of streamflow. - Hao Zhou 017; Xianyong Dong; Shuyin Xia; Guoyin Wang 001 (Knowl. Based Syst., 2021)

Text tendency analysis based on multi-granularity emotional chunks and integrated learning. - Haichao Sun; Guoyin Wang 001; Shuyin Xia (Neural Comput. Appl., 2021)

Fast Attribute Reduction for Big Datasets Based on Neighborhood Rough Set. - Cheng Wang 003; Yabin Shao; Xiaoli Peng; Shuyin Xia; Weiqi Chen (FSDM, 2022)

An Efficient and Accurate Rough Set for Feature Selection, Classification and Knowledge Representation. - Shuyin Xia; Xinyu Bai; Guoyin Wang 001; Deyu Meng; Xinbo Gao 001; Zizhong Chen; Elisabeth Giem (CoRR, 2022)

GBRS: An Unified Model of Pawlak Rough Set and Neighborhood Rough Set. - Shuyin Xia; Cheng Wang 003; Guoying Wang; Xinbo Gao 001; Elisabeth Giem; JianHang Yu (CoRR, 2022)

Multi-granularity Association Learning Framework for on-the-fly Fine-Grained Sketch-based Image Retrieval. - Dawei Dai; Xiaoyu Tang; Shuyin Xia; Yingge Liu; Guoyin Wang 001; Zizhong Chen (CoRR, 2022)

An adaptive granularity clustering method based on hyper-ball. - Shuyin Xia; Jiang Xie 002; Guo-Yin Wang 001 (CoRR, 2022)

GBSVM: Granular-ball Support Vector Machine. - Shuyin Xia; Guoyin Wang 001; Xinbo Gao 001; Xiaoli Peng (CoRR, 2022)

Fuzzy Granular-Ball Computing Framework and Its Implementation in SVM. - Shuyin Xia; Xiaoyu Lian; Yabin Shao (CoRR, 2022)

A novel cluster internal evaluation index based on hyper-balls. - Jiang Xie 002; Pengfei Zhao; Shuyin Xia; Guoyin Wang 001; Dongdong Cheng (CoRR, 2022)

VPGB: A granular-ball based model for attribute reduction and classification with label noise. - Xiaoli Peng; Ping Wang 008; Shuyin Xia; Cheng Wang 003; Weiqi Chen (Inf. Sci., 2022)

IbLT: An effective granular computing framework for hierarchical community detection. - Shun Fu; Guoyin Wang 001; Ji Xu 001; Shuyin Xia (J. Intell. Inf. Syst., 2022)

Double embedding and bidirectional sentiment dependence detector for aspect sentiment triplet extraction. - Dawei Dai; Tao Chen; Shuyin Xia; Guoyin Wang 001; Zizhong Chen (Knowl. Based Syst., 2022)

Multi-granularity Association Learning for On-the-fly Fine-grained Sketch-based Image Retrieval. - Dawei Dai; Xiaoyu Tang; Yingge Liu; Shuyin Xia; Guoyin Wang 001 (Knowl. Based Syst., 2022)

FNC: A fast neighborhood calculation framework. - Xiaoli Peng; Ping Wang 008; Shuyin Xia; Cheng Wang 003; Chenggen Pu; Jie Qian (Knowl. Based Syst., 2022)

An adaptive and general model for label noise detection using relative probabilistic density. - Shuyin Xia; Longhai Huang; Guoyin Wang 001; Xinbo Gao 001; Yabin Shao; Zizhong Chen (Knowl. Based Syst., 2022)

Ball $k$k-Means: Fast Adaptive Clustering With No Bounds. - Shuyin Xia; Daowan Peng; Deyu Meng; Changqing Zhang; Guoyin Wang 001; Elisabeth Giem; Wei Wei 006; Zizhong Chen (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

An adaptive threshold-based quantum image segmentation algorithm and its simulation. - Suzhen Yuan; Wenhao Zhao; Shengwei Gao; Shuyin Xia; Bo Hang; Hong Qu (Quantum Inf. Process., 2022)

Random Sharing Parameters in the Global Region of Convolutional Neural Network. - Dawei Dai; Zhiguo Zhuang; Jianchao Wei; Shuyin Xia; Yutang Li; Hongfei Zhu (IEEE Trans. Artif. Intell., 2022)

Deep-LIFT: Deep Label-Specific Feature Learning for Image Annotation. - Junbing Li; Changqing Zhang; Joey Tianyi Zhou; Huazhu Fu; Shuyin Xia; Qinghua Hu (IEEE Trans. Cybern., 2022)

Random Space Division Sampling for Label-Noisy Classification or Imbalanced Classification. - Shuyin Xia; Yong Zheng; Guoyin Wang 001; Ping He 004; Heng Li 001; Zizhong Chen (IEEE Trans. Cybern., 2022)

Hierarchical Graph Augmented Deep Collaborative Dictionary Learning for Classification. - Jianping Gou; Xia Yuan; Lan Du 002; Shuyin Xia; Zhang Yi 001 (IEEE Trans. Intell. Transp. Syst., 2022)

GBNRS: A Novel Rough Set Algorithm for Fast Adaptive Attribute Reduction in Classification. - Shuyin Xia; Hao Zhang; Wenhua Li; Guoyin Wang 001; Elisabeth Giem; Zizhong Chen (IEEE Trans. Knowl. Data Eng., 2022)

mCRF and mRD: Two Classification Methods Based on a Novel Multiclass Label Noise Filtering Learning Framework. - Shuyin Xia; Baiyun Chen; Guoyin Wang 001; Yong Zheng; Xinbo Gao 001; Elisabeth Giem; Zizhong Chen (IEEE Trans. Neural Networks Learn. Syst., 2022)

Optimal Scale Combination Selection Integrating Three-Way Decision With Hasse Diagram. - Qinghua Zhang 001; Yunlong Cheng; Fan Zhao 003; Guoyin Wang 001; Shuyin Xia (IEEE Trans. Neural Networks Learn. Syst., 2022)

Sketch Less Face Image Retrieval: A New Challenge. - Dawei Dai; Yutang Li; Liang Wang; Shiyu Fu; Shuyin Xia; Guoyin Wang 001 (ICASSP, 2023)

An Adaptive Granular Ball Classifier Based on Natural Neighbor. - Chen Li; Yabin Shao; Shuyin Xia; Cheng Wang 003; Tian Xia 010; Xiaoli Peng (ICMAI, 2023)

Building Interpretable Deep CNN Based on Binary Tree Structure Convolution Layers. - Da Liu; Dawei Dai; Yuqi Wang; Feng Hu 001; Shuyin Xia; Guoyin Wang 001 (ICMAI, 2023)

GBCloud: a Robust Cloud Model for Processing Multi-dimensional Data Using Granular-ball Computing. - Yuting Shi; Shuyin Xia; Zizhong Chen (ICMAI, 2023)

GBSMOTE: A Robust Sampling Method Based on Granular-ball Computing and SMOTE for Class Imbalance. - Tian Xia 010; Yabin Shao; Shuyin Xia; Yiping Xiong; Xiaoyu Lian; Wu Ling (ICMAI, 2023)

Granular-Ball Three-Way Decision. - Xin Yang 012; Yanhua Li; Shuyin Xia; Xiaoyu Lian; Guoyin Wang 001; Tianrui Li 001 (IJCRS, 2023)

GBMST: An Efficient Minimum Spanning Tree Clustering Based on Granular-Ball Computing. - Jiang Xie 002; Shuyin Xia; Guoyin Wang 001; Xinbo Gao 001 (CoRR, 2023)

Graph-based Representation for Image based on Granular-ball. - Shuyin Xia; Dawei Dai; Long Yang; Zhany Li; Danf Lan; Hao Zhu; Guoyin Wang 001 (CoRR, 2023)

Research on Efficient Fuzzy Clustering Method Based on Local Fuzzy Granular balls. - Jiang Xie 002; Qiao Deng; Shuyin Xia; Yangzhou Zhao; Guoyin Wang 001; Xinbo Gao 001 (CoRR, 2023)

Granular-ball Optimization Algorithm. - Shuyin Xia; Jiancu Chen; Bin Hou; Guoyin Wang 001 (CoRR, 2023)

Granular-ball computing: an efficient, robust, and interpretable adaptive multi-granularity representation and computation method. - Shuyin Xia; Guoyin Wang 001; Xinbo Gao 001 (CoRR, 2023)

Multiscale hierarchical attention fusion network for edge detection. - Kun Meng; Xianyong Dong; Hongyuan Shan; Shuyin Xia (Int. J. Ad Hoc Ubiquitous Comput., 2023)

Ensemble learning framework for image retrieval via deep hash ranking. - Donggen Li; Dawei Dai; Jiancu Chen; Shuyin Xia; Guoyin Wang 001 (Knowl. Based Syst., 2023)

A cross-validation framework to find a better state than the balanced one for oversampling in imbalanced classification. - Qizhu Dai; Donggen Li; Shuyin Xia (Int. J. Mach. Learn. Cybern., 2023)

Discriminative and Geometry-Preserving Adaptive Graph Embedding for dimensionality reduction. - Jianping Gou; Xia Yuan; Ya Xue; Lan Du 002; Jiali Yu; Shuyin Xia; Zhang Yi 001 (Neural Networks, 2023)

Granular Ball Sampling for Noisy Label Classification or Imbalanced Classification. - Shuyin Xia; Shaoyuan Zheng; Guoyin Wang 001; Xinbo Gao 001; Binggui Wang (IEEE Trans. Neural Networks Learn. Syst., 2023)

An Efficient and Accurate Rough Set for Feature Selection, Classification, and Knowledge Representation. - Shuyin Xia; Xinyu Bai; Guoyin Wang 001; Yunlong Cheng; Deyu Meng; Xinbo Gao 001; Yujia Zhai; Elisabeth Giem (IEEE Trans. Knowl. Data Eng., 2023)

GRRS: Accurate and Efficient Neighborhood Rough Set for Feature Selection. - Shuyin Xia; Shulin Wu; Xinxing Chen; Guoyin Wang 001; Xinbo Gao 001; Qinghua Zhang 001; Elisabeth Giem; Zizhong Chen (IEEE Trans. Knowl. Data Eng., 2023)

An Efficient Spectral Clustering Algorithm Based on Granular-Ball. - Jiang Xie 002; Weiyu Kong; Shuyin Xia; Guoyin Wang 001; Xinbo Gao 001 (IEEE Trans. Knowl. Data Eng., 2023)

Incremental Learning Based on Granular Ball Rough Sets for Classification in Dynamic Mixed-Type Decision System. - Qinghua Zhang 001; Chengying Wu; Shuyin Xia; Fan Zhao 003; Man Gao; Yunlong Cheng; Guoyin Wang 001 (IEEE Trans. Knowl. Data Eng., 2023)

Bi-LSTM Sequence Modeling for On-The-Fly Fine-Grained Sketch-Based Image Retrieval. - Yingge Liu; Dawei Dai; Xiaoyu Tang; Shuyin Xia; Guoyin Wang 001 (IEEE Trans. Artif. Intell., 2023)

A Neighborhood Covering Classifier Based on Optimal Granularity of Fuzzy Quotient Space. - Fan Zhao 003; Qinghua Zhang 001; Chengying Wu; Yongyang Dai; Qin Xie; Guoyin Wang 001; Shuyin Xia (IEEE Trans. Fuzzy Syst., 2023)

Multi-Granularity Causal Structure Learning. - Jiaxuan Liang; Jun Wang 035; Guoxian Yu; Shuyin Xia; Guoyin Wang 001 (AAAI, 2024)

PA-LLaVA: A Large Language-Vision Assistant for Human Pathology Image Understanding. - Dawei Dai; Yuanhui Zhang; Long Xu; Qianlan Yang; Xiaojing Shen; Shuyin Xia; Guo-Yin Wang 001 (BIBM, 2024)

W-GBC: An Adaptive Weighted Clustering Method Based on Granular-Ball Structure. - Jiang Xie 002; Chunfeng Hua; Shuyin Xia; Yuxin Cheng; Guoyin Wang 001; Xinbo Gao 001 (ICDE, 2024)

An Efficient Fuzzy Stream Clustering Method Based on Granular-Ball Structure. - Jiang Xie 002; Minggao Dai; Shuyin Xia; Jinajinz Zhang; Guoyin Wang 001; Xinbo Gao 001 (ICDE, 2024)

Unlock the Cognitive Generalization of Deep Reinforcement Learning via Granular Ball Representation. - Jiashun Liu; Jianye Hao; Yi Ma 005; Shuyin Xia (ICML, 2024)

Granular-Ball Representation Learning for Deep CNN on Learning with Label Noise. - Dawei Dai; Hao Zhu; Shuyin Xia; Guoyin Wang 001 (ICONIP (4), 2024)

Text Adversarial Defense via Granular-Ball Sample Enhancement. - Zeli Wang; Jian Li; Shuyin Xia; Longlong Lin; Guoyin Wang 001 (ICMR, 2024)

GBRAIN: Combating Textual Label Noise by Granular-ball based Robust Training. - Zeli Wang; Tuo Zhang; Shuyin Xia; Longlong Lin; Guoyin Wang 001 (ICMR, 2024)

Accelerated Feature Selection Based on Granular-Ball Rough Sets. - Xiaoyu Lian; Shuyin Xia; Hongxuan He (IJCRS (2), 2024)

Three-Way Decision of Granular-Ball Rough Sets Based on Fuzziness. - Zhuangzhuang Liu; Taihua Xu; Jie Yang 052; Shuyin Xia (IJCRS (2), 2024)

BTSC: Binary tree structure convolution layers for building interpretable decision-making deep CNN. - Yuqi Wang; Dawei Dai; Da Liu; Shuyin Xia; Guoyin Wang 001 (CAAI Trans. Intell. Technol., 2024)

A robust three-way classifier with shadowed granular-balls based on justifiable granularity. - Jie Yang 052; Lingyun Xiaodiao; Guoyin Wang 001; Witold Pedrycz; Shuyin Xia; Qinghua Zhang 001; Di Wu 056 (CoRR, 2024)

GBCT: An Efficient and Adaptive Granular-Ball Clustering Algorithm for Complex Data. - Shuyin Xia; Bolun Shi; Yifan Wang; Jiang Xie 002; Guoyin Wang 001; Xinbo Gao 001 (CoRR, 2024)

EvoSampling: A Granular Ball-based Evolutionary Hybrid Sampling with Knowledge Transfer for Imbalanced Learning. - Wenbin Pei; Ruohao Dai; Bing Xue 001; Mengjie Zhang 001; Qiang Zhang 008; Yiu-Ming Cheung; Shuyin Xia (CoRR, 2024)

Factors affecting forensic electric network frequency matching - A comprehensive study. - Guang Hua 001; Qingyi Wang; Dengpan Ye; Haijian Zhang; Guoyin Wang 001; Shuyin Xia (Digit. Commun. Networks, 2024)

Granular-ball computing-based manifold clustering algorithms for ultra-scalable data. - Dongdong Cheng; Shushu Liu; Shuyin Xia; Guoyin Wang 001 (Expert Syst. Appl., 2024)

An adaptive density clustering approach with multi-granularity fusion. - Jiang Xie 002; Lian Jiang; Shuyin Xia; Xuexin Xiang; Guoyin Wang 001 (Inf. Fusion, 2024)

GB-DBSCAN: A fast granular-ball based DBSCAN clustering algorithm. - Dongdong Cheng; Cheng Zhang; Ya Li; Shuyin Xia; Guoyin Wang 001; Jinlong Huang; Sulan Zhang; Jiang Xie 002 (Inf. Sci., 2024)

One-Stage Deep Edge Detection Based on Dense-Scale Feature Fusion and Pixel-Level Imbalance Learning. - Chunjie Wang; Dawei Dai; Shuyin Xia; Yingge Liu; Guoyin Wang 001 (IEEE Trans. Artif. Intell., 2024)

A multi-level semantic-assisted unsupervised heterogeneous network representation learning model. - Qun Liu 005; Chengxin Peng; Shuyin Xia; Guoyin Wang 001 (Neurocomputing, 2024)

GBG++: A Fast and Stable Granular Ball Generation Method for Classification. - Qin Xie; Qinghua Zhang 001; Shuyin Xia; Fan Zhao 003; Chengying Wu; Guoyin Wang 001; Weiping Ding 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

An Efficient and Adaptive Granular-Ball Generation Method in Classification Problem. - Shuyin Xia; Xiaochuan Dai; Guoyin Wang 001; Xinbo Gao 001; Elisabeth Giem (IEEE Trans. Neural Networks Learn. Syst., 2024)

A multi-granular general evolutionary computation framework by fully utilizing the eliminated particles. - Yiping Xiong; Shuyin Xia; Caoxiao Li; Xiaoyu Lian; Bin Hou; Guoyin Wang 001 (Int. J. Mach. Learn. Cybern., 2024)

Quantum image edge detection based on Laplacian of Gaussian operator. - Suzhen Yuan; Wenhao Zhao; Jeremiah D. Deng; Shuyin Xia; Xianli Li (Quantum Inf. Process., 2024)

LGRL: Local-Global Representation Learning for On-the-Fly FG-SBIR. - Dawei Dai; Yingge Liu; Yutang Li; Shiyu Fu; Shuyin Xia; Guoyin Wang 001 (IEEE Trans. Big Data, 2024)

3WC-GBNRS++: A Novel Three-Way Classifier With Granular-Ball Neighborhood Rough Sets Based on Uncertainty. - Jie Yang 052; Zhuangzhuang Liu; Shuyin Xia; Guoyin Wang 001; Qinghua Zhang 001; Shuai Li 019; Taihua Xu (IEEE Trans. Fuzzy Syst., 2024)

K-Means Clustering With Natural Density Peaks for Discovering Arbitrary-Shaped Clusters. - Dongdong Cheng; Jinlong Huang; Sulan Zhang; Shuyin Xia; Guoyin Wang 001; Jiang Xie 002 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Effective Value Analysis of Fuzzy Similarity Relation in HQSS for Efficient Granulation. - Qinghua Zhang 001; Fan Zhao 003; Yunlong Cheng; Man Gao; Guoyin Wang 001; Shuyin Xia; Weiping Ding 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Three-Way Approximations Fusion With Granular-Ball Computing to Guide Multigranularity Fuzzy Entropy for Feature Selection. - Deyou Xia; Guoyin Wang 001; Qinghua Zhang 001; Jie Yang 052; Shuyin Xia (IEEE Trans. Fuzzy Syst., 2024)

Confidence-Induced Granular Partial Label Feature Selection via Dependency and Similarity. - Wenbin Qian; Yihui Li; Qianzhi Ye; Shuyin Xia; Jintao Huang; Weiping Ding 001 (IEEE Trans. Knowl. Data Eng., 2024)

Granular-Ball Fuzzy Set and Its Implement in SVM. - Shuyin Xia; Xiaoyu Lian; Guoyin Wang 001; Xinbo Gao 001; Qinghua Hu; Yabin Shao (IEEE Trans. Knowl. Data Eng., 2024)

MGNR: A Multi-Granularity Neighbor Relationship and Its Application in KNN Classification and Clustering Methods. - Jiang Xie 002; Xuexin Xiang; Shuyin Xia; Lian Jiang; Guoyin Wang 001; Xinbo Gao 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Open Continual Feature Selection via Granular-Ball Knowledge Transfer. - Xuemei Cao 001; Xin Yang 012; Shuyin Xia; Guoyin Wang 001; Tianrui Li 001 (IEEE Trans. Knowl. Data Eng., 2024)

A Fast Granular-Ball-Based Density Peaks Clustering Algorithm for Large-Scale Data. - Dongdong Cheng; Ya Li; Shuyin Xia; Guoyin Wang 001; Jinlong Huang; Sulan Zhang (IEEE Trans. Neural Networks Learn. Syst., 2024)

Multi-Granularity Open Intent Classification via Adaptive Granular-Ball Decision Boundary. - Yanhua Li; Xiaocao Ouyang; Chaofan Pan; Jie Zhang; Sen Zhao 001; Shuyin Xia; Xin Yang 012; Guo-Yin Wang 001; Tianrui Li 001 (AAAI, 2025)

Graph Coarsening via Supervised Granular-Ball for Scalable Graph Neural Network Training. - Shuyin Xia; Xinjun Ma; Zhiyuan Liu; Cheng Liu; Sen Zhao 001; Guoyin Wang 001 (AAAI, 2025)

MGO: A Multi-Granularity Optimization Algorithm Based on Granular-balls. - Bin Hou; Degang Chen 002; Guoyin Wang 001; Shuyin Xia (CEC, 2025)

A Multi-Granularity Fireworks Algorithm with Collaboration and Competition for Solving the Influence Maximization Problem. - Bin Hou; Guoyin Wang 001; Shuyin Xia; Degang Chen 002 (CEC, 2025)

Pseudo-label-Based Unsupervised Granular-Ball Division and Fast Spectral Clustering for High-Dimensional Data. - Dongdong Cheng; Xiaocui Jiang; Shuyin Xia; Guoyin Wang 001 (ICDE, 2025)

Approximate Borderline Sampling Using Granular-Ball for Classification Tasks. - Qin Xie; Qinghua Zhang 001; Shuyin Xia (ICDE, 2025)

HumanVLM: Foundation for Human-Scene Vision-Language Model. - Dawei Dai; Long Xu; Yutang Li; Yuanhui Zhang; Shuyin Xia (Inf. Fusion, 2025)

Con-MGSVM: Controllable multi-granularity support vector algorithm for classification and regression. - Yabin Shao; Youlin Hua; Zengtai Gong; Xueqin Zhu; Yunlong Cheng; Laquan Li; Shuyin Xia (Inf. Fusion, 2025)

A granular-ball generation method based on local density for classification. - Fan Liu; Qinghua Zhang 001; Shuyin Xia; Qin Xie; Wei Liao; Siyang Zhang (Inf. Sci., 2025)

GAdaBoost: An efficient and robust AdaBoost algorithm based on granular-ball structure. - Qin Xie; Qinghua Zhang 001; Shuyin Xia; Xinran Zhou; Guoyin Wang 001 (Knowl. Based Syst., 2025)

Geometry-semantic aware for monocular 3D Semantic Scene Completion. - Zonghao Lu; Bing Cao 002; Shuyin Xia; Qinghua Hu (Pattern Recognit., 2025)

An Adaptive Multi-Granularity Graph Representation of Image via Granular-ball Computing. - Dawei Dai; Fan Chen 010; Shuyin Xia; Long Yang; Guan Wang; Guoyin Wang 001; Xinbo Gao 001 (IEEE Trans. Image Process., 2025)

A New Perspective on Privacy Protection in Federated Learning with Granular-Ball Computing. - Guannan Lai; Yihui Feng; Xin Yang 012; Xiaoyu Deng; Hao Yu; Shuyin Xia; Guoyin Wang 001; Tianrui Li 001 (CoRR, 2025)

GBFRS: Robust Fuzzy Rough Sets via Granular-ball Computing. - Shuyin Xia; Xiaoyu Lian; Binbin Sang; Guoyin Wang 002; Xinbo Gao 001 (CoRR, 2025)

GBRS: A Unified Granular-Ball Learning Model of Pawlak Rough Set and Neighborhood Rough Set. - Shuyin Xia; Cheng Wang 003; Guoyin Wang 001; Xinbo Gao 001; Weiping Ding 001; JianHang Yu; Yujia Zhai; Zizhong Chen (IEEE Trans. Neural Networks Learn. Syst., 2025)

Adversarial attack method based on enhanced spatial momentum. - Jun Hu 002; Guanghao Wei; Shuyin Xia; Guo-Yin Wang 001 (Int. J. Mach. Learn. Cybern., 2025)

Efficient Quantum Approximate kNN Algorithm via Granular-Ball Computing. - Shuyin Xia; Xiaojiang Tian; Suzhen Yuan; Jeremiah D. Deng (CoRR, 2025)

GBSVM: An Efficient and Robust Support Vector Machine Framework via Granular-Ball Computing. - Shuyin Xia; Xiaoyu Lian; Guoyin Wang 001; Xinbo Gao 001; Jiancu Chen; Xiaoli Peng (IEEE Trans. Neural Networks Learn. Syst., 2025)

Pathologyvlm: a large vision-language model for pathology image understanding. - Dawei Dai; Yuanhui Zhang; Qianlan Yang; Long Xu; Xiaojing Shen; Shuyin Xia; Guoyin Wang 001 (Artif. Intell. Rev., 2025)

Granular-Ball-Induced Multiple Kernel K-Means. - Shuyin Xia; Yifan Wang; Lifeng Shen; Guoyin Wang 001 (CoRR, 2025)

GBGC: Efficient and Adaptive Graph Coarsening via Granular-ball Computing. - Shuyin Xia; Guan Wang; Gaojie Xu; Sen Zhao 001; Guoyin Wang (CoRR, 2025)

Constructing Three-Way Decision With Fuzzy Granular-Ball Rough Sets Based on Uncertainty Invariance. - Jie Yang 052; Zhuangzhuang Liu; Guoyin Wang 001; Qinghua Zhang 001; Shuyin Xia; Di Wu 056; Yanmin Liu (IEEE Trans. Fuzzy Syst., 2025)

Quantum color image edge detection algorithm based on Sobel operator. - Suzhen Yuan; Xianli Li; Shuyin Xia; Xianrong Qing; Jeremiah D. Deng (Quantum Inf. Process., 2025)

GBCT: Efficient and Adaptive Clustering via Granular-Ball Computing for Complex Data. - Shuyin Xia; Bolun Shi; Yifan Wang; Jiang Xie 002; Guoyin Wang 001; Xinbo Gao 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Capturing local and global information: Multi-view graph convolutional network via granular-ball computing and collaborative matrix. - Weijun Wang; Xibei Yang; Qinghua Zhang 001; Shuyin Xia; Jie Yang 052; Taihua Xu (Expert Syst. Appl., 2026)