Shuyin Xia

181 papers A* 12A 1B 5Misc 1Journal 136Unranked 22
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
A structure-aware multi-subspace granular-ball clustering framework.
Inf. Sci.
Yifan Wang, Lifeng Shen, Shuyin Xia
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
Efficient and Scalable Granular-ball Graph Coarsening Method for Large-scale Graph Node Classification.
CoRR
Guan Wang, Shuyin Xia, Lei Qian, Guo-Yin Wang, Yi Liu, Yi Wang, Wei Wang
2026 J jnl
EvoSampling: A Granular Ball-Based Evolutionary Hybrid Sampling With Knowledge Transfer for Imbalanced Learning [Research Frontier].
IEEE Comput. Intell. Mag.
Wenbin Pei, Ruohao Dai, Bing Xue, Mengjie Zhang, Qiang Zhang, Yiu-ming Cheung, Shuyin Xia
2026 J jnl
Fast Spectral Clustering via Pseudo-Label-Based Granular-Ball Division for Large-Scale Data.
IEEE Trans. Knowl. Data Eng.
Dongdong Cheng, Xiaocui Jiang, Shuyin Xia, Guoyin Wang, Jinlong Huang, Sulan Zhang, Yi Wang
2026 A* conf
Finding Time Series Anomalies Using Granular-Ball Vector Data Description.
AAAI
Lifeng Shen, Liang Peng, Ruiwen Liu, Shuyin Xia, Yi Liu
2026 J jnl
GBShard: Adaptive Sharding for Blockchain Network via Granular-Ball Partitioning.
IEEE Trans. Netw. Sci. Eng.
Zirui Wu, Sheng Cao, Shuyin Xia, Butian Huang, Guoyin Wang, Xiaosong Zhang
2026 J jnl
Granular Ball Guided Stable Latent Domain Discovery for Domain-General Crowd Counting.
CoRR
Fan Chen, Shuyin Xia, Yi Wang
2026 J jnl
Granular Ball-Guided Disambiguation for Partial Multilabel Feature Selection via Maximum Consistency Minimum Uncertainty.
IEEE Trans. Neural Networks Learn. Syst.
Fankang Xu, Wenbin Qian, Wenhao Shu, Jintao Huang, Weiping Ding, Shuyin Xia
2026 J jnl
Hierarchical granular-ball graph pooling via feature-structure coupling.
Inf. Sci.
Jinyuan Ni, Long Chen, Gu Tang, Ning Yu, Wenyue Tang, Xiaoyin Yi, Shuyin Xia
2026 J jnl
Implicit Non-Causal Factors are Out via Dataset Splitting for Domain Generalization Object Detection.
CoRR
Zhilong Zhang, Lei Zhang, Qing He, Shuyin Xia, Guoyin Wang, Fuxiang Huang
2026 J jnl
Implicit Non-Causal Factors are Out via Dataset Splitting for Domain Generalization Object Detection.
Int. J. Comput. Vis.
Zhilong Zhang, Lei Zhang, Qing He, Shuyin Xia, Guoyin Wang, Fuxiang Huang
2026 J jnl
Incremental Granular-Ball Fuzzy Concept Learning With Information Filtering and Fusion.
IEEE Trans. Big Data
Keyi Guo, Jinhai Li, Shuyin Xia
2026 J jnl
Multi-view Graph Convolutional Network with Fully Leveraging Consistency via Granular-ball-based Topology Construction, Feature Enhancement and Interactive Fusion.
CoRR
Chengjie Cui, Taihua Xua, Shuyin Xia, Qinghua Zhang, Yun Cui, Shiping Wang
2026 J jnl
Robust Smart Contract Vulnerability Detection via Contrastive Learning-Enhanced Granular-ball Training.
CoRR
Zeli Wang, Qingxuan Yang, Shuyin Xia, Yueming Wu, Bo Liu, Longlong Lin
2026 J jnl
Second-Order Biased Random Walk Outlier Detection Based on Bi-Level Granular-Ball Knowledge Representation.
IEEE Trans. Fuzzy Syst.
Hua Zhang, Lei Yang, Binbin Sang, Weihua Xu, Shuyin Xia, Fanghong Zhang, Guoyin Wang
2026 J jnl
Square Superpixel Generation and Representation Learning via Granular Ball Computing.
CoRR
Shuyin Xia, Meng Yang, Dawei Dai, Fan Chen, Shilin Zhao, Junwei Han, Xinbo Gao, Guoyin Wang, Wen Lu
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
2026 J jnl
Vision Mamba: A Comprehensive Survey and Taxonomy.
IEEE Trans. Neural Networks Learn. Syst.
Xiao Liu, Chenxu Zhang, Fuxiang Huang, Shuyin Xia, Guoyin Wang, Lei Zhang
2025 B conf
A Multi-Granularity Fireworks Algorithm with Collaboration and Competition for Solving the Influence Maximization Problem.
CEC
Bin Hou, Guoyin Wang, Shuyin Xia, Degang Chen
2025 J jnl
A New Perspective on Privacy Protection in Federated Learning with Granular-Ball Computing.
CoRR
Guannan Lai, Yihui Feng, Xin Yang, Xiaoyu Deng, Hao Yu, Shuyin Xia, Guoyin Wang, Tianrui Li
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
A granular-ball generation method based on local density for classification.
Inf. Sci.
Fan Liu, Qinghua Zhang, Shuyin Xia, Qin Xie, Wei Liao, Siyang Zhang
2025 J jnl
AW-GBGAE: An Adaptive Weighted Graph Autoencoder Based on Granular-Balls for General Data Clustering.
IEEE Trans. Pattern Anal. Mach. Intell.
Jiang Xie, Yuxin Cheng, Shuyin Xia, Chunfeng Hua, Guoyin Wang, Xinbo Gao
2025 J jnl
Adversarial attack method based on enhanced spatial momentum.
Int. J. Mach. Learn. Cybern.
Jun Hu, Guanghao Wei, Shuyin Xia, Guo-Yin Wang
2025 J jnl
An Adaptive Multi-Granularity Graph Representation of Image via Granular-ball Computing.
IEEE Trans. Image Process.
Dawei Dai, Fan Chen, Shuyin Xia, Long Yang, Guan Wang, Guoyin Wang, Xinbo Gao
2025 A* conf
Approximate Borderline Sampling Using Granular-Ball for Classification Tasks.
ICDE
Qin Xie, Qinghua Zhang, Shuyin Xia
2025 J jnl
Approximate Borderline Sampling using Granular-Ball for Classification Tasks.
CoRR
Qin Xie, Qinghua Zhang, Shuyin Xia
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 J jnl
Con-MGSVM: Controllable multi-granularity support vector algorithm for classification and regression.
Inf. Fusion
Yabin Shao, Youlin Hua, Zengtai Gong, Xueqin Zhu, Yunlong Cheng, Laquan Li, Shuyin Xia
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
Efficient Quantum Approximate
CoRR
Shuyin Xia, Xiaojiang Tian, Suzhen Yuan, Jeremiah D. Deng
2025 A* conf
Efficient Quantum Approximate kNN Algorithm via Granular-Ball Computing.
IJCAI
Shuyin Xia, Xiaojiang Tian, Suzhen Yuan, Jeremiah D. Deng
2025 A conf
Fast CU Partition Algorithm For 360-Degree Videos on VVC.
ICME
Dayong Wang, Shijie Du, Yu Sun, Shuyin Xia, Frédéric Dufaux, Hongwei Guo, Guo-Yin Wang, Ce Zhu
2025 J jnl
Finding Time Series Anomalies using Granular-ball Vector Data Description.
CoRR
Lifeng Shen, Liang Peng, Ruiwen Liu, Shuyin Xia, Yi Liu
2025 J jnl
GAdaBoost: An Efficient and Robust AdaBoost Algorithm Based on Granular-Ball Structure.
CoRR
Qin Xie, Qinghua Zhang, Shuyin Xia, Xinran Zhou, Guoyin Wang
2025 J jnl
GAdaBoost: An efficient and robust AdaBoost algorithm based on granular-ball structure.
Knowl. Based Syst.
Qin Xie, Qinghua Zhang, Shuyin Xia, Xinran Zhou, Guoyin Wang
2025 J jnl
GBCT: Efficient and Adaptive Clustering via Granular-Ball Computing for Complex Data.
IEEE Trans. Neural Networks Learn. Syst.
Shuyin Xia, Bolun Shi, Yifan Wang, Jiang Xie, Guoyin Wang, Xinbo Gao
2025 J jnl
GBFRS: Robust Fuzzy Rough Sets via Granular-ball Computing.
CoRR
Shuyin Xia, Xiaoyu Lian, Binbin Sang, Guoyin Wang, Xinbo Gao
2025 A* conf
GBGC: Efficient and Adaptive Graph Coarsening via Granular-ball Computing.
IJCAI
Shuyin Xia, Guan Wang, Gaojie Xu, Sen Zhao, Guoyin Wang
2025 J jnl
GBGC: Efficient and Adaptive Graph Coarsening via Granular-ball Computing.
CoRR
Shuyin Xia, Guan Wang, Gaojie Xu, Sen Zhao, Guoyin Wang
2025 J jnl
GBRS: A Unified Granular-Ball Learning Model of Pawlak Rough Set and Neighborhood Rough Set.
IEEE Trans. Neural Networks Learn. Syst.
Shuyin Xia, Cheng Wang, Guoyin Wang, Xinbo Gao, Weiping Ding, JianHang Yu, Yujia Zhai, Zizhong Chen
2025 J jnl
GBSK: Skeleton Clustering via Granular-ball Computing and Multi-Sampling for Large-Scale Data.
CoRR
Yewang Chen, Junfeng Li, Shuyin Xia, Qinghong Lai, Xinbo Gao, Guoyin Wang, Dongdong Cheng, Yi Liu, Yi Wang
2025 J jnl
GBSVM: An Efficient and Robust Support Vector Machine Framework via Granular-Ball Computing.
IEEE Trans. Neural Networks Learn. Syst.
Shuyin Xia, Xiaoyu Lian, Guoyin Wang, Xinbo Gao, Jiancu Chen, Xiaoli Peng
2025 J jnl
Geometry-semantic aware for monocular 3D Semantic Scene Completion.
Pattern Recognit.
Zonghao Lu, Bing Cao, Shuyin Xia, Qinghua Hu
2025 J jnl
Granular-Ball Regeneration Clustering With Principle of Justifiable Granularity.
IEEE Trans. Neural Networks Learn. Syst.
Wentao Li, Lingwei Wei, Witold Pedrycz, Weiping Ding, Chao Zhang, Tao Zhan, Shuyin Xia
2025 A* conf
Granular-Ball-Induced Multiple Kernel K-Means.
IJCAI
Shuyin Xia, Yifan Wang, Lifeng Shen, Guo-Yin Wang
2025 J jnl
Granular-Ball-Induced Multiple Kernel K-Means.
CoRR
Shuyin Xia, Yifan Wang, Lifeng Shen, Guoyin Wang
2025 J jnl
Granular-ball Guided Masking: Structure-aware Data Augmentation.
CoRR
Shuyin Xia, Fan Chen, Dawei Dai, Meng Yang, Junwei Han, Xinbo Gao, Guoyin Wang
2025 A* conf
Graph Coarsening via Supervised Granular-Ball for Scalable Graph Neural Network Training.
AAAI
Shuyin Xia, Xinjun Ma, Zhiyuan Liu, Cheng Liu, Sen Zhao, Guoyin Wang
2025 J jnl
HumanVLM: Foundation for Human-Scene Vision-Language Model.
Inf. Fusion
Dawei Dai, Long Xu, Yutang Li, Yuanhui Zhang, Shuyin Xia
2025 B conf
MGO: A Multi-Granularity Optimization Algorithm Based on Granular-balls.
CEC
Bin Hou, Degang Chen, Guoyin Wang, Shuyin Xia
2025 A* conf
Multi-Granularity Open Intent Classification via Adaptive Granular-Ball Decision Boundary.
AAAI
Yanhua Li, Xiaocao Ouyang, Chaofan Pan, Jie Zhang, Sen Zhao, Shuyin Xia, Xin Yang, Guo-Yin Wang, Tianrui Li
2025 J jnl
Multivariate Feedback-Based Image-Text Joint Learning for Sketch-Less Facial Image Retrieval.
IEEE Trans. Circuits Syst. Video Technol.
Yingge Liu, Dawei Dai, Guoyin Wang, Shuyin Xia
2025 J jnl
Pathologyvlm: a large vision-language model for pathology image understanding.
Artif. Intell. Rev.
Dawei Dai, Yuanhui Zhang, Qianlan Yang, Long Xu, Xiaojing Shen, Shuyin Xia, Guoyin Wang
2025 A* conf
Pseudo-label-Based Unsupervised Granular-Ball Division and Fast Spectral Clustering for High-Dimensional Data.
ICDE
Dongdong Cheng, Xiaocui Jiang, Shuyin Xia, Guoyin Wang
2025 J jnl
Quantum color image edge detection algorithm based on Sobel operator.
Quantum Inf. Process.
Suzhen Yuan, Xianli Li, Shuyin Xia, Xianrong Qing, Jeremiah D. Deng
2025 — ed.
Rough Sets - International Joint Conference, IJCRS 2025, Chongqing, China, May 11-13, 2025, Proceedings, Part I
IJCRS (1)
Qinghua Zhang, Christopher J. Henry, Richard Jensen, Xinbo Gao, Guoyin Wang, JingTao Yao, Chris Cornelis, Shuyin Xia
2025 — ed.
Rough Sets - International Joint Conference, IJCRS 2025, Chongqing, China, May 11-13, 2025, Proceedings, Part II
IJCRS (2)
Qinghua Zhang, Christopher J. Henry, Richard Jensen, Xinbo Gao, Guoyin Wang, JingTao Yao, Chris Cornelis, Shuyin Xia
2025 — ed.
Rough Sets - International Joint Conference, IJCRS 2025, Chongqing, China, May 11-13, 2025, Proceedings, Part III
IJCRS (3)
Qinghua Zhang, Christopher J. Henry, Richard Jensen, Xinbo Gao, Guoyin Wang, JingTao Yao, Chris Cornelis, Shuyin Xia
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 Fast Granular-Ball-Based Density Peaks Clustering Algorithm for Large-Scale Data.
IEEE Trans. Neural Networks Learn. Syst.
Dongdong Cheng, Ya Li, Shuyin Xia, Guoyin Wang, Jinlong Huang, Sulan Zhang
2024 J jnl
A multi-granular general evolutionary computation framework by fully utilizing the eliminated particles.
Int. J. Mach. Learn. Cybern.
Yiping Xiong, Shuyin Xia, Caoxiao Li, Xiaoyu Lian, Bin Hou, Guoyin Wang
2024 J jnl
A multi-level semantic-assisted unsupervised heterogeneous network representation learning model.
Neurocomputing
Qun Liu, Chengxin Peng, Shuyin Xia, Guoyin Wang
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 — conf
Accelerated Feature Selection Based on Granular-Ball Rough Sets.
IJCRS (2)
Xiaoyu Lian, Shuyin Xia, Hongxuan He
2024 A* conf
An Efficient Fuzzy Stream Clustering Method Based on Granular-Ball Structure.
ICDE
Jiang Xie, Minggao Dai, Shuyin Xia, Jinajinz Zhang, Guoyin Wang, Xinbo Gao
2024 J jnl
An Efficient and Adaptive Granular-Ball Generation Method in Classification Problem.
IEEE Trans. Neural Networks Learn. Syst.
Shuyin Xia, Xiaochuan Dai, Guoyin Wang, Xinbo Gao, Elisabeth Giem
2024 J jnl
An adaptive density clustering approach with multi-granularity fusion.
Inf. Fusion
Jiang Xie, Lian Jiang, Shuyin Xia, Xuexin Xiang, Guoyin Wang
2024 J jnl
BTSC: Binary tree structure convolution layers for building interpretable decision-making deep CNN.
CAAI Trans. Intell. Technol.
Yuqi Wang, Dawei Dai, Da Liu, Shuyin Xia, Guoyin Wang
2024 J jnl
Confidence-Induced Granular Partial Label Feature Selection via Dependency and Similarity.
IEEE Trans. Knowl. Data Eng.
Wenbin Qian, Yihui Li, Qianzhi Ye, Shuyin Xia, Jintao Huang, Weiping Ding
2024 J jnl
Effective Value Analysis of Fuzzy Similarity Relation in HQSS for Efficient Granulation.
IEEE Trans. Neural Networks Learn. Syst.
Qinghua Zhang, Fan Zhao, Yunlong Cheng, Man Gao, Guoyin Wang, Shuyin Xia, Weiping Ding
2024 J jnl
EvoSampling: A Granular Ball-based Evolutionary Hybrid Sampling with Knowledge Transfer for Imbalanced Learning.
CoRR
Wenbin Pei, Ruohao Dai, Bing Xue, Mengjie Zhang, Qiang Zhang, Yiu-ming Cheung, Shuyin Xia
2024 J jnl
Factors affecting forensic electric network frequency matching - A comprehensive study.
Digit. Commun. Networks
Guang Hua, Qingyi Wang, Dengpan Ye, Haijian Zhang, Guoyin Wang, Shuyin Xia
2024 B conf
GB
ICMR
Zeli Wang, Tuo Zhang, Shuyin Xia, Longlong Lin, Guoyin Wang
2024 J jnl
GB-DBSCAN: A fast granular-ball based DBSCAN clustering algorithm.
Inf. Sci.
Dongdong Cheng, Cheng Zhang, Ya Li, Shuyin Xia, Guoyin Wang, Jinlong Huang, Sulan Zhang, Jiang Xie
2024 J jnl
GBCT: An Efficient and Adaptive Granular-Ball Clustering Algorithm for Complex Data.
CoRR
Shuyin Xia, Bolun Shi, Yifan Wang, Jiang Xie, Guoyin Wang, Xinbo Gao
2024 J jnl
GBG++: A Fast and Stable Granular Ball Generation Method for Classification.
IEEE Trans. Emerg. Top. Comput. Intell.
Qin Xie, Qinghua Zhang, Shuyin Xia, Fan Zhao, Chengying Wu, Guoyin Wang, Weiping Ding
2024 J jnl
Granular-Ball Fuzzy Set and Its Implement in SVM.
IEEE Trans. Knowl. Data Eng.
Shuyin Xia, Xiaoyu Lian, Guoyin Wang, Xinbo Gao, Qinghua Hu, Yabin Shao
2024 — conf
Granular-Ball Representation Learning for Deep CNN on Learning with Label Noise.
ICONIP (4)
Dawei Dai, Hao Zhu, Shuyin Xia, Guoyin Wang
2024 J jnl
Granular-ball Representation Learning for Deep CNN on Learning with Label Noise.
CoRR
Dawei Dai, Hao Zhu, Shuyin Xia, Guoyin Wang
2024 J jnl
Granular-ball computing-based manifold clustering algorithms for ultra-scalable data.
Expert Syst. Appl.
Dongdong Cheng, Shushu Liu, Shuyin Xia, Guoyin Wang
2024 J jnl
Graph Coarsening via Supervised Granular-Ball for Scalable Graph Neural Network Training.
CoRR
Shuyin Xia, Xinjun Ma, Zhiyuan Liu, Cheng Liu, Sen Zhao, Guo-Yin Wang
2024 J jnl
HumanVLM: Foundation for Human-Scene Vision-Language Model.
CoRR
Dawei Dai, Long Xu, Yutang Li, Yuanhui Zhang, Shuyin Xia
2024 J jnl
K-Means Clustering With Natural Density Peaks for Discovering Arbitrary-Shaped Clusters.
IEEE Trans. Neural Networks Learn. Syst.
Dongdong Cheng, Jinlong Huang, Sulan Zhang, Shuyin Xia, Guoyin Wang, Jiang Xie
2024 J jnl
LGRL: Local-Global Representation Learning for On-the-Fly FG-SBIR.
IEEE Trans. Big Data
Dawei Dai, Yingge Liu, Yutang Li, Shiyu Fu, Shuyin Xia, Guoyin Wang
2024 J jnl
MGNR: A Multi-Granularity Neighbor Relationship and Its Application in KNN Classification and Clustering Methods.
IEEE Trans. Pattern Anal. Mach. Intell.
Jiang Xie, Xuexin Xiang, Shuyin Xia, Lian Jiang, Guoyin Wang, Xinbo Gao
2024 A* conf
Multi-Granularity Causal Structure Learning.
AAAI
Jiaxuan Liang, Jun Wang, Guoxian Yu, Shuyin Xia, Guoyin Wang
2024 J jnl
Multi-Granularity Open Intent Classification via Adaptive Granular-Ball Decision Boundary.
CoRR
Yanhua Li, Xiaocao Ouyang, Chaofan Pan, Jie Zhang, Sen Zhao, Shuyin Xia, Xin Yang, Guoyin Wang, Tianrui Li
2024 J jnl
One-Stage Deep Edge Detection Based on Dense-Scale Feature Fusion and Pixel-Level Imbalance Learning.
IEEE Trans. Artif. Intell.
Chunjie Wang, Dawei Dai, Shuyin Xia, Yingge Liu, Guoyin Wang
2024 J jnl
Open Continual Feature Selection via Granular-Ball Knowledge Transfer.
CoRR
Xuemei Cao, Xin Yang, Shuyin Xia, Guoyin Wang, Tianrui Li
2024 J jnl
Open Continual Feature Selection via Granular-Ball Knowledge Transfer.
IEEE Trans. Knowl. Data Eng.
Xuemei Cao, Xin Yang, Shuyin Xia, Guoyin Wang, Tianrui Li
2024 — conf
PA-LLaVA: A Large Language-Vision Assistant for Human Pathology Image Understanding.
BIBM
Dawei Dai, Yuanhui Zhang, Long Xu, Qianlan Yang, Xiaojing Shen, Shuyin Xia, Guo-Yin Wang
2024 J jnl
PA-LLaVA: A Large Language-Vision Assistant for Human Pathology Image Understanding.
CoRR
Dawei Dai, Yuanhui Zhang, Long Xu, Qianlan Yang, Xiaojing Shen, Shuyin Xia, Guoyin Wang
2024 J jnl
Quantum image edge detection based on Laplacian of Gaussian operator.
Quantum Inf. Process.
Suzhen Yuan, Wenhao Zhao, Jeremiah D. Deng, Shuyin Xia, Xianli Li
2024 B conf
Text Adversarial Defense via Granular-Ball Sample Enhancement.
ICMR
Zeli Wang, Jian Li, Shuyin Xia, Longlong Lin, Guoyin Wang
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
2024 A* conf
Unlock the Cognitive Generalization of Deep Reinforcement Learning via Granular Ball Representation.
ICML
Jiashun Liu, Jianye Hao, Yi Ma, Shuyin Xia
2024 A* conf
W-GBC: An Adaptive Weighted Clustering Method Based on Granular-Ball Structure.
ICDE
Jiang Xie, Chunfeng Hua, Shuyin Xia, Yuxin Cheng, Guoyin Wang, Xinbo Gao
2023 J jnl
A Neighborhood Covering Classifier Based on Optimal Granularity of Fuzzy Quotient Space.
IEEE Trans. Fuzzy Syst.
Fan Zhao, Qinghua Zhang, Chengying Wu, Yongyang Dai, Qin Xie, Guoyin Wang, Shuyin Xia
2023 J jnl
A cross-validation framework to find a better state than the balanced one for oversampling in imbalanced classification.
Int. J. Mach. Learn. Cybern.
Qizhu Dai, Donggen Li, Shuyin Xia
2023 — conf
An Adaptive Granular Ball Classifier Based on Natural Neighbor.
ICMAI
Chen Li, Yabin Shao, Shuyin Xia, Cheng Wang, Tian Xia, Xiaoli Peng
2023 J jnl
An Efficient Spectral Clustering Algorithm Based on Granular-Ball.
IEEE Trans. Knowl. Data Eng.
Jiang Xie, Weiyu Kong, Shuyin Xia, Guoyin Wang, Xinbo Gao
2023 J jnl
An Efficient and Accurate Rough Set for Feature Selection, Classification, and Knowledge Representation.
IEEE Trans. Knowl. Data Eng.
Shuyin Xia, Xinyu Bai, Guoyin Wang, Yunlong Cheng, Deyu Meng, Xinbo Gao, Yujia Zhai, Elisabeth Giem
2023 J jnl
Bi-LSTM Sequence Modeling for On-The-Fly Fine-Grained Sketch-Based Image Retrieval.
IEEE Trans. Artif. Intell.
Yingge Liu, Dawei Dai, Xiaoyu Tang, Shuyin Xia, Guoyin Wang
2023 — conf
Building Interpretable Deep CNN Based on Binary Tree Structure Convolution Layers.
ICMAI
Da Liu, Dawei Dai, Yuqi Wang, Feng Hu, Shuyin Xia, Guoyin Wang
2023 J jnl
Discriminative and Geometry-Preserving Adaptive Graph Embedding for dimensionality reduction.
Neural Networks
Jianping Gou, Xia Yuan, Ya Xue, Lan Du, Jiali Yu, Shuyin Xia, Zhang Yi
2023 J jnl
Ensemble learning framework for image retrieval via deep hash ranking.
Knowl. Based Syst.
Donggen Li, Dawei Dai, Jiancu Chen, Shuyin Xia, Guoyin Wang
2023 — conf
GBCloud: a Robust Cloud Model for Processing Multi-dimensional Data Using Granular-ball Computing.
ICMAI
Yuting Shi, Shuyin Xia, Zizhong Chen
2023 J jnl
GBG++: A Fast and Stable Granular Ball Generation Method for Classification.
CoRR
Qin Xie, Qinghua Zhang, Shuyin Xia, Fan Zhao, Chengying Wu, Guoyin Wang, Weiping Ding
2023 J jnl
GBMST: An Efficient Minimum Spanning Tree Clustering Based on Granular-Ball Computing.
CoRR
Jiang Xie, Shuyin Xia, Guoyin Wang, Xinbo Gao
2023 — conf
GBSMOTE: A Robust Sampling Method Based on Granular-ball Computing and SMOTE for Class Imbalance.
ICMAI
Tian Xia, Yabin Shao, Shuyin Xia, Yiping Xiong, Xiaoyu Lian, Wu Ling
2023 J jnl
GRRS: Accurate and Efficient Neighborhood Rough Set for Feature Selection.
IEEE Trans. Knowl. Data Eng.
Shuyin Xia, Shulin Wu, Xinxing Chen, Guoyin Wang, Xinbo Gao, Qinghua Zhang, Elisabeth Giem, Zizhong Chen
2023 J jnl
Granular Ball Sampling for Noisy Label Classification or Imbalanced Classification.
IEEE Trans. Neural Networks Learn. Syst.
Shuyin Xia, Shaoyuan Zheng, Guoyin Wang, Xinbo Gao, Binggui Wang
2023 — conf
Granular-Ball Three-Way Decision.
IJCRS
Xin Yang, Yanhua Li, Shuyin Xia, Xiaoyu Lian, Guoyin Wang, Tianrui Li
2023 J jnl
Granular-ball Optimization Algorithm.
CoRR
Shuyin Xia, Jiancu Chen, Bin Hou, Guoyin Wang
2023 J jnl
Granular-ball computing: an efficient, robust, and interpretable adaptive multi-granularity representation and computation method.
CoRR
Shuyin Xia, Guoyin Wang, Xinbo Gao
2023 J jnl
Graph-based Representation for Image based on Granular-ball.
CoRR
Shuyin Xia, Dawei Dai, Long Yang, Zhany Li, Danf Lan, Hao Zhu, Guoyin Wang
2023 J jnl
Incremental Learning Based on Granular Ball Rough Sets for Classification in Dynamic Mixed-Type Decision System.
IEEE Trans. Knowl. Data Eng.
Qinghua Zhang, Chengying Wu, Shuyin Xia, Fan Zhao, Man Gao, Yunlong Cheng, Guoyin Wang
2023 J jnl
Multi-granularity Causal Structure Learning.
CoRR
Jiaxuan Liang, Jun Wang, Guoxian Yu, Shuyin Xia, Guoyin Wang
2023 J jnl
Multiscale hierarchical attention fusion network for edge detection.
Int. J. Ad Hoc Ubiquitous Comput.
Kun Meng, Xianyong Dong, Hongyuan Shan, Shuyin Xia
2023 J jnl
Research on Efficient Fuzzy Clustering Method Based on Local Fuzzy Granular balls.
CoRR
Jiang Xie, Qiao Deng, Shuyin Xia, Yangzhou Zhao, Guoyin Wang, Xinbo Gao
2023 — ed.
Rough Sets - International Joint Conference, IJCRS 2023, Krakow, Poland, October 5-8, 2023, Proceedings
IJCRS
Andrea Campagner, Oliver Urs Lenz, Shuyin Xia, Dominik Slezak, Jaroslaw Was, JingTao Yao
2023 Misc conf
Sketch Less Face Image Retrieval: A New Challenge.
ICASSP
Dawei Dai, Yutang Li, Liang Wang, Shiyu Fu, Shuyin Xia, Guoyin Wang
2023 J jnl
Sketch Less Face Image Retrieval: A New Challenge.
CoRR
Dawei Dai, Yutang Li, Liang Wang, Shiyu Fu, Shuyin Xia, Guoyin Wang
2022 J jnl
A novel cluster internal evaluation index based on hyper-balls.
CoRR
Jiang Xie, Pengfei Zhao, Shuyin Xia, Guoyin Wang, Dongdong Cheng
2022 J jnl
An Efficient and Accurate Rough Set for Feature Selection, Classification and Knowledge Representation.
CoRR
Shuyin Xia, Xinyu Bai, Guoyin Wang, Deyu Meng, Xinbo Gao, Zizhong Chen, Elisabeth Giem
2022 J jnl
An Efficient and Adaptive Granular-ball Generation Method in Classification Problem.
CoRR
Shuyin Xia, Xiaochuan Dai, Guoyin Wang, Xinbo Gao, Elisabeth Giem
2022 J jnl
An adaptive and general model for label noise detection using relative probabilistic density.
Knowl. Based Syst.
Shuyin Xia, Longhai Huang, Guoyin Wang, Xinbo Gao, Yabin Shao, Zizhong Chen
2022 J jnl
An adaptive granularity clustering method based on hyper-ball.
CoRR
Shuyin Xia, Jiang Xie, Guo-Yin Wang
2022 J jnl
An adaptive threshold-based quantum image segmentation algorithm and its simulation.
Quantum Inf. Process.
Suzhen Yuan, Wenhao Zhao, Shengwei Gao, Shuyin Xia, Bo Hang, Hong Qu
2022 J jnl
Ball $k$k-Means: Fast Adaptive Clustering With No Bounds.
IEEE Trans. Pattern Anal. Mach. Intell.
Shuyin Xia, Daowan Peng, Deyu Meng, Changqing Zhang, Guoyin Wang, Elisabeth Giem, Wei Wei, Zizhong Chen
2022 J jnl
Deep-LIFT: Deep Label-Specific Feature Learning for Image Annotation.
IEEE Trans. Cybern.
Junbing Li, Changqing Zhang, Joey Tianyi Zhou, Huazhu Fu, Shuyin Xia, Qinghua Hu
2022 J jnl
Double embedding and bidirectional sentiment dependence detector for aspect sentiment triplet extraction.
Knowl. Based Syst.
Dawei Dai, Tao Chen, Shuyin Xia, Guoyin Wang, Zizhong Chen
2022 J jnl
FNC: A fast neighborhood calculation framework.
Knowl. Based Syst.
Xiaoli Peng, Ping Wang, Shuyin Xia, Cheng Wang, Chenggen Pu, Jie Qian
2022 — conf
Fast Attribute Reduction for Big Datasets Based on Neighborhood Rough Set.
FSDM
Cheng Wang, Yabin Shao, Xiaoli Peng, Shuyin Xia, Weiqi Chen
2022 J jnl
Fuzzy Granular-Ball Computing Framework and Its Implementation in SVM.
CoRR
Shuyin Xia, Xiaoyu Lian, Yabin Shao
2022 J jnl
GBNRS: A Novel Rough Set Algorithm for Fast Adaptive Attribute Reduction in Classification.
IEEE Trans. Knowl. Data Eng.
Shuyin Xia, Hao Zhang, Wenhua Li, Guoyin Wang, Elisabeth Giem, Zizhong Chen
2022 J jnl
GBRS: An Unified Model of Pawlak Rough Set and Neighborhood Rough Set.
CoRR
Shuyin Xia, Cheng Wang, Guoying Wang, Xinbo Gao, Elisabeth Giem, JianHang Yu
2022 J jnl
GBSVM: Granular-ball Support Vector Machine.
CoRR
Shuyin Xia, Guoyin Wang, Xinbo Gao, Xiaoli Peng
2022 J jnl
Hierarchical Graph Augmented Deep Collaborative Dictionary Learning for Classification.
IEEE Trans. Intell. Transp. Syst.
Jianping Gou, Xia Yuan, Lan Du, Shuyin Xia, Zhang Yi
2022 J jnl
IbLT: An effective granular computing framework for hierarchical community detection.
J. Intell. Inf. Syst.
Shun Fu, Guoyin Wang, Ji Xu, Shuyin Xia
2022 J jnl
Multi-granularity Association Learning Framework for on-the-fly Fine-Grained Sketch-based Image Retrieval.
CoRR
Dawei Dai, Xiaoyu Tang, Shuyin Xia, Yingge Liu, Guoyin Wang, Zizhong Chen
2022 J jnl
Multi-granularity Association Learning for On-the-fly Fine-grained Sketch-based Image Retrieval.
Knowl. Based Syst.
Dawei Dai, Xiaoyu Tang, Yingge Liu, Shuyin Xia, Guoyin Wang
2022 J jnl
One-Stage Deep Edge Detection Based on Dense-Scale Feature Fusion and Pixel-Level Imbalance Learning.
CoRR
Dawei Dai, Chunjie Wang, Shuyin Xia, Yingge Liu, Guoyin Wang
2022 J jnl
Optimal Scale Combination Selection Integrating Three-Way Decision With Hasse Diagram.
IEEE Trans. Neural Networks Learn. Syst.
Qinghua Zhang, Yunlong Cheng, Fan Zhao, Guoyin Wang, Shuyin Xia
2022 J jnl
Random Sharing Parameters in the Global Region of Convolutional Neural Network.
IEEE Trans. Artif. Intell.
Dawei Dai, Zhiguo Zhuang, Jianchao Wei, Shuyin Xia, Yutang Li, Hongfei Zhu
2022 J jnl
Random Space Division Sampling for Label-Noisy Classification or Imbalanced Classification.
IEEE Trans. Cybern.
Shuyin Xia, Yong Zheng, Guoyin Wang, Ping He, Heng Li, Zizhong Chen
2022 J jnl
VPGB: A granular-ball based model for attribute reduction and classification with label noise.
Inf. Sci.
Xiaoli Peng, Ping Wang, Shuyin Xia, Cheng Wang, Weiqi Chen
2022 J jnl
mCRF and mRD: Two Classification Methods Based on a Novel Multiclass Label Noise Filtering Learning Framework.
IEEE Trans. Neural Networks Learn. Syst.
Shuyin Xia, Baiyun Chen, Guoyin Wang, Yong Zheng, Xinbo Gao, Elisabeth Giem, Zizhong Chen
2021 — conf
A Fast Attribute Reduction Algorithm of Neighborhood Rough Set.
KST
Wenhua Li, Shuyin Xia, Zizhong Chen
2021 — conf
An Improved Genetic Algorithm Based on k-means.
ISEEIE
Caoxiao Li, Shuyin Xia, Jingcheng Fu, Zizhong Chen, Binggui Wang
2021 J jnl
Building partially understandable convolutional neural networks by differentiating class-related neural nodes.
Neurocomputing
Dawei Dai, Chengfu Tang, Guoyin Wang, Shuyin Xia
2021 B conf
Designing a Partially Understandable Neural Network through Semantic Embedding.
IJCNN
Chengfu Tang, Dawei Dai, Haoyue Bai, Guoyin Wang, Shuyin Xia, Feng Hu
2021 — conf
Fast k-means Clustering Based on the Neighbor Information.
ISEEIE
Daowan Peng, Zizhong Chen, Jingcheng Fu, Shuyin Xia, Qing Wen
2021 J jnl
RSMOTE: A self-adaptive robust SMOTE for imbalanced problems with label noise.
Inf. Sci.
Baiyun Chen, Shuyin Xia, Zizhong Chen, Binggui Wang, Guoyin Wang
2021 J jnl
Text tendency analysis based on multi-granularity emotional chunks and integrated learning.
Neural Comput. Appl.
Haichao Sun, Guoyin Wang, Shuyin Xia
2021 J jnl
Weighted oversampling algorithms for imbalanced problems and application in prediction of streamflow.
Knowl. Based Syst.
Hao Zhou, Xianyong Dong, Shuyin Xia, Guoyin Wang
2020 J jnl
Ball k-means.
CoRR
Shuyin Xia, Daowan Peng, Deyu Meng, Changqing Zhang, Guoyin Wang, Zizhong Chen, Wei Wei
2020 J jnl
Deep multi-granularity graph embedding for user identity linkage across social networks.
Knowl. Based Syst.
Shun Fu, Guoyin Wang, Shuyin Xia, Li Liu
2020 J jnl
LRA: an accelerated rough set framework based on local redundancy of attribute for feature selection.
CoRR
Shuyin Xia, Wenhua Li, Guoyin Wang, Xinbo Gao, Changqing Zhang, Elisabeth Giem
2020 J jnl
Social relationship prediction across networks using tri-training BP neural networks.
Neurocomputing
Qun Liu, Shuxin Liu, Guoyin Wang, Shuyin Xia
2020 J jnl
Understanding a Deep Neural Network Based on Neural-Path Coding.
IEEE Access
Dawei Dai, Chengfu Tang, Dongyao Zhao, Shuyin Xia, Haoyue Bai
2019 — conf
A Fast Relative Density Method Based on Space Partitioning.
ICBK
Binggui Wang, Shuyin Xia, Hong Yu, Guoyin Wang
2019 — conf
A Multi-Granularity Representation Learning Framework for User Identification Across Social Networks.
IJCRS
Shun Fu, Guoyin Wang, Shuyin Xia, Li Liu
2019 — conf
A Multi-granularity Genetic Algorithm.
ICBK
Caoxiao Li, Shuyin Xia, Zizhong Chen, Guoyin Wang
2019 J jnl
Complete Random Forest Based Class Noise Filtering Learning for Improving the Generalizability of Classifiers.
IEEE Trans. Knowl. Data Eng.
Shuyin Xia, Guoyin Wang, Zizhong Chen, Yanlin Duan, Qun Liu
2019 — conf
Edge Sign Prediction Based on Orthogonal Graph Regularized Nonnegative Matrix Factorization for Transfer Learning.
ICBK
Junwu Yu, Shuyin Xia, Guoyin Wang
2019 J jnl
Granular ball computing classifiers for efficient, scalable and robust learning.
Inf. Sci.
Shuyin Xia, Yunsheng Liu, Xin Ding, Guoyin Wang, Hong Yu, Yuoguo Luo
2019 J jnl
Transferring Ensemble Representations Using Deep Convolutional Neural Networks for Small-Scale Image Classification.
IEEE Access
Shuyin Xia, Yulong Xia, Hong Yu, Qun Liu, Yueguo Luo, Guoyin Wang, Zizhong Chen
2018 — conf
A Multi-Granular Relative Density Model for Class Noise Detection.
IEEE BigData
Xiao Liang, Shuyin Xia, Qun Liu, Yunsheng Liu, Baiyun Chen, Guoyin Wang
2018 — conf
Multi-granularity Network Representation Learning Based on Game Theory.
ICDM Workshops
Hang Shu, Qun Liu, Shuyin Xia
2018 — conf
Prediction of Aluminum Electrolysis Superheat Based on Improved Relative Density Noise Filter SMO.
ICBK
Yunsheng Liu, Shuyin Xia, Hong Yu, Yueguo Luo, Baiyun Chen, Kang Liu, Guoyin Wang
2018 — conf
The k-Means Forest Classifier for High Dimensional Data.
ICBK
Zizhong Chen, Xin Ding, Shuyin Xia, Baiyun Chen
2017 — conf
Noise self-filtering K-nearest neighbors algorithms.
IEEE BigData
Shuyin Xia, Guoyin Wang, Yunsheng Liu, Qun Liu, Hong Yu
2016 J jnl
Vibration-Based Outlier Detection on High Dimensional Data.
Int. J. Artif. Intell. Tools
Shuyin Xia, Guoyin Wang, Hong Yu, Qun Liu, Jin Wang
2015 J jnl
Location difference of multiple distances based k-nearest neighbors algorithm.
Knowl. Based Syst.
Shuyin Xia, Zhongyang Xiong, Yueguo Luo, Limei Dong, Guanghua Zhang
2015 J jnl
Relative density based support vector machine.
Neurocomputing
Shuyin Xia, Zhongyang Xiong, Yueguo Luo, Limei Dong, Changyuan Xing