Shuyin Xia

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 94

Top Topics

Nearest Neighbor

Attribute Reduction

Top Venues

Knowl. Based Syst.

IEEE Trans. Knowl. Data Eng.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Suzhen Yuan, Wenhao Zhao, Jeremiah D. Deng, Shuyin Xia, Xianli Li
Quantum image edge detection based on Laplacian of Gaussian operator. Quantum Inf. Process. 23 (5) (2024)
Dongdong Cheng, Shushu Liu, Shuyin Xia, Guoyin Wang
Granular-ball computing-based manifold clustering algorithms for ultra-scalable data. Expert Syst. Appl. 247 (2024)
Dongdong Cheng, Cheng Zhang, Ya Li, Shuyin Xia, Guoyin Wang, Jinlong Huang, Sulan Zhang, Jiang Xie
GB-DBSCAN: A fast granular-ball based DBSCAN clustering algorithm. Inf. Sci. 674 (2024)
Chunjie Wang, Dawei Dai, Shuyin Xia, Yingge Liu, Guoyin Wang
One-Stage Deep Edge Detection Based on Dense-Scale Feature Fusion and Pixel-Level Imbalance Learning. IEEE Trans. Artif. Intell. 5 (1) (2024)
Jie Yang, Lingyun Xiaodiao, Guoyin Wang, Witold Pedrycz, Shuyin Xia, Qinghua Zhang, Di Wu
A robust three-way classifier with shadowed granular-balls based on justifiable granularity. CoRR (2024)
Jie Yang, Zhuangzhuang Liu, Shuyin Xia, Guoyin Wang, Qinghua Zhang, Shuai Li, Taihua Xu
3WC-GBNRS++: A Novel Three-Way Classifier With Granular-Ball Neighborhood Rough Sets Based on Uncertainty. IEEE Trans. Fuzzy Syst. 32 (8) (2024)
Zeli Wang, Tuo Zhang, Shuyin Xia, Longlong Lin, Guoyin Wang
: Combating Textual Label Noise by Granular-ball based Robust Training. ICMR (2024)
Qin Xie, Qinghua Zhang, Shuyin Xia, Fan Zhao, Chengying Wu, Guoyin Wang, Weiping Ding
GBG++: A Fast and Stable Granular Ball Generation Method for Classification. IEEE Trans. Emerg. Top. Comput. Intell. 8 (2) (2024)
Dongdong Cheng, Jinlong Huang, Sulan Zhang, Shuyin Xia, Guoyin Wang, Jiang Xie
K-Means Clustering With Natural Density Peaks for Discovering Arbitrary-Shaped Clusters. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Jiang Xie, Chunfeng Hua, Shuyin Xia, Yuxin Cheng, Guoyin Wang, Xinbo Gao
W-GBC: An Adaptive Weighted Clustering Method Based on Granular-Ball Structure. ICDE (2024)
Jiang Xie, Lian Jiang, Shuyin Xia, Xuexin Xiang, Guoyin Wang
An adaptive density clustering approach with multi-granularity fusion. Inf. Fusion 106 (2024)
Jiaxuan Liang, Jun Wang, Guoxian Yu, Shuyin Xia, Guoyin Wang
Multi-Granularity Causal Structure Learning. AAAI (2024)
Qun Liu, Chengxin Peng, Shuyin Xia, Guoyin Wang
A multi-level semantic-assisted unsupervised heterogeneous network representation learning model. Neurocomputing 574 (2024)
Xuemei Cao, Xin Yang, Shuyin Xia, Guoyin Wang, Tianrui Li
Open Continual Feature Selection via Granular-Ball Knowledge Transfer. CoRR (2024)
Dawei Dai, Yingge Liu, Yutang Li, Shiyu Fu, Shuyin Xia, Guoyin Wang
LGRL: Local-Global Representation Learning for On-the-Fly FG-SBIR. IEEE Trans. Big Data 10 (4) (2024)
Zeli Wang, Jian Li, Shuyin Xia, Longlong Lin, Guoyin Wang
Text Adversarial Defense via Granular-Ball Sample Enhancement. ICMR (2024)
Shuyin Xia, Xiaochuan Dai, Guoyin Wang, Xinbo Gao, Elisabeth Giem
An Efficient and Adaptive Granular-Ball Generation Method in Classification Problem. IEEE Trans. Neural Networks Learn. Syst. 35 (4) (2024)
Yiping Xiong, Shuyin Xia, Caoxiao Li, Xiaoyu Lian, Bin Hou, Guoyin Wang
A multi-granular general evolutionary computation framework by fully utilizing the eliminated particles. Int. J. Mach. Learn. Cybern. 15 (5) (2024)
Zhuangzhuang Liu, Taihua Xu, Jie Yang, Shuyin Xia
Three-Way Decision of Granular-Ball Rough Sets Based on Fuzziness. IJCRS (2) (2024)
Xin Yang, Yanhua Li, Shuyin Xia, Xiaoyu Lian, Guoyin Wang, Tianrui Li
Granular-Ball Three-Way Decision. IJCRS (2023)
Dawei Dai, Yutang Li, Liang Wang, Shiyu Fu, Shuyin Xia, Guoyin Wang
Sketch Less Face Image Retrieval: A New Challenge. CoRR (2023)
Shuyin Xia, Shaoyuan Zheng, Guoyin Wang, Xinbo Gao, Binggui Wang
Granular Ball Sampling for Noisy Label Classification or Imbalanced Classification. IEEE Trans. Neural Networks Learn. Syst. 34 (4) (2023)
Jiang Xie, Shuyin Xia, Guoyin Wang, Xinbo Gao
GBMST: An Efficient Minimum Spanning Tree Clustering Based on Granular-Ball. CoRR (2023)
Dawei Dai, Yutang Li, Liang Wang, Shiyu Fu, Shuyin Xia, Guoyin Wang
Sketch Less Face Image Retrieval: A New Challenge. ICASSP (2023)
Shuyin Xia, Shulin Wu, Xinxing Chen, Guoyin Wang, Xinbo Gao, Qinghua Zhang, Elisabeth Giem, Zizhong Chen
GRRS: Accurate and Efficient Neighborhood Rough Set for Feature Selection. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Shuyin Xia, Dawei Dai, Long Yang, Zhany Li, Danf Lan, Hao Zhu, Guoy Wang
Graph-based Representation for Image based on Granular-ball. CoRR (2023)
Jiang Xie, Weiyu Kong, Shuyin Xia, Guoyin Wang, Xinbo Gao
An Efficient Spectral Clustering Algorithm Based on Granular-Ball. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Yuting Shi, Shuyin Xia, Zizhong Chen
GBCloud: a Robust Cloud Model for Processing Multi-dimensional Data Using Granular-ball Computing. ICMAI (2023)
Fan Zhao, Qinghua Zhang, Chengying Wu, Yongyang Dai, Qin Xie, Guoyin Wang, Shuyin Xia
A Neighborhood Covering Classifier Based on Optimal Granularity of Fuzzy Quotient Space. IEEE Trans. Fuzzy Syst. 31 (10) (2023)
Shuyin Xia, Xinyu Bai, Guoyin Wang, Yunlong Cheng, Deyu Meng, Xinbo Gao, Yujia Zhai, Elisabeth Giem
An Efficient and Accurate Rough Set for Feature Selection, Classification, and Knowledge Representation. IEEE Trans. Knowl. Data Eng. 35 (8) (2023)
Kun Meng, Xianyong Dong, Hongyuan Shan, Shuyin Xia
Multiscale hierarchical attention fusion network for edge detection. Int. J. Ad Hoc Ubiquitous Comput. 42 (1) (2023)
Qizhu Dai, Donggen Li, Shuyin Xia
A cross-validation framework to find a better state than the balanced one for oversampling in imbalanced classification. Int. J. Mach. Learn. Cybern. 14 (8) (2023)
Jianping Gou, Xia Yuan, Ya Xue, Lan Du, Jiali Yu, Shuyin Xia, Zhang Yi
Discriminative and Geometry-Preserving Adaptive Graph Embedding for dimensionality reduction. Neural Networks 157 (2023)
Shuyin Xia, Guoyin Wang, Xinbo Gao
Granular-ball computing: an efficient, robust, and interpretable adaptive multi-granularity representation and computation method. CoRR (2023)
Chen Li, Yabin Shao, Shuyin Xia, Cheng Wang, Tian Xia, Xiaoli Peng
An Adaptive Granular Ball Classifier Based on Natural Neighbor. ICMAI (2023)
Tian Xia, Yabin Shao, Shuyin Xia, Yiping Xiong, Xiaoyu Lian, Wu Ling
GBSMOTE: A Robust Sampling Method Based on Granular-ball Computing and SMOTE for Class Imbalance. ICMAI (2023)
Qinghua Zhang, Chengying Wu, Shuyin Xia, Fan Zhao, Man Gao, Yunlong Cheng, Guoyin Wang
Incremental Learning Based on Granular Ball Rough Sets for Classification in Dynamic Mixed-Type Decision System. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Shuyin Xia, Jiancu Chen, Bin Hou, Guoyin Wang
Granular-ball Optimization Algorithm. CoRR (2023)
Yingge Liu, Dawei Dai, Xiaoyu Tang, Shuyin Xia, Guoyin Wang
Bi-LSTM Sequence Modeling for On-The-Fly Fine-Grained Sketch-Based Image Retrieval. IEEE Trans. Artif. Intell. 4 (5) (2023)
Donggen Li, Dawei Dai, Jiancu Chen, Shuyin Xia, Guoyin Wang
Ensemble learning framework for image retrieval via deep hash ranking. Knowl. Based Syst. 260 (2023)
Qin Xie, Qinghua Zhang, Shuyin Xia, Fan Zhao, Chengying Wu, Guoyin Wang, Weiping Ding
GBG++: A Fast and Stable Granular Ball Generation Method for Classification. CoRR (2023)
Jiang Xie, Qiao Deng, Shuyin Xia, Yangzhou Zhao, Guoyin Wang, Xinbo Gao
Research on Efficient Fuzzy Clustering Method Based on Local Fuzzy Granular balls. CoRR (2023)
Jiaxuan Liang, Jun Wang, Guoxian Yu, Shuyin Xia, Guoyin Wang
Multi-granularity Causal Structure Learning. CoRR (2023)
Da Liu, Dawei Dai, Yuqi Wang, Feng Hu, Shuyin Xia, Guoyin Wang
Building Interpretable Deep CNN Based on Binary Tree Structure Convolution Layers. ICMAI (2023)
Shuyin Xia, Xiaochuan Dai, Guoyin Wang, Xinbo Gao, Elisabeth Giem
An Efficient and Adaptive Granular-ball Generation Method in Classification Problem. CoRR (2022)
Shuyin Xia, Guoyin Wang, Xinbo Gao, Xiaoli Peng
GBSVM: Granular-ball Support Vector Machine. CoRR (2022)
Shuyin Xia, Longhai Huang, Guoyin Wang, Xinbo Gao, Yabin Shao, Zizhong Chen
An adaptive and general model for label noise detection using relative probabilistic density. Knowl. Based Syst. 239 (2022)
Suzhen Yuan, Wenhao Zhao, Shengwei Gao, Shuyin Xia, Bo Hang, Hong Qu
An adaptive threshold-based quantum image segmentation algorithm and its simulation. Quantum Inf. Process. 21 (10) (2022)
Junbing Li, Changqing Zhang, Joey Tianyi Zhou, Huazhu Fu, Shuyin Xia, Qinghua Hu
Deep-LIFT: Deep Label-Specific Feature Learning for Image Annotation. IEEE Trans. Cybern. 52 (8) (2022)
Dawei Dai, Chunjie Wang, Shuyin Xia, Yingge Liu, Guoyin Wang
One-Stage Deep Edge Detection Based on Dense-Scale Feature Fusion and Pixel-Level Imbalance Learning. CoRR (2022)
Shuyin Xia, Hao Zhang, Wenhua Li, Guoyin Wang, Elisabeth Giem, Zizhong Chen
GBNRS: A Novel Rough Set Algorithm for Fast Adaptive Attribute Reduction in Classification. IEEE Trans. Knowl. Data Eng. 34 (3) (2022)
Dawei Dai, Tao Chen, Shuyin Xia, Guoyin Wang, Zizhong Chen
Double embedding and bidirectional sentiment dependence detector for aspect sentiment triplet extraction. Knowl. Based Syst. 253 (2022)
Dawei Dai, Xiaoyu Tang, Yingge Liu, Shuyin Xia, Guoyin Wang
Multi-granularity Association Learning for On-the-fly Fine-grained Sketch-based Image Retrieval. Knowl. Based Syst. 253 (2022)
Qinghua Zhang, Yunlong Cheng, Fan Zhao, Guoyin Wang, Shuyin Xia
Optimal Scale Combination Selection Integrating Three-Way Decision With Hasse Diagram. IEEE Trans. Neural Networks Learn. Syst. 33 (8) (2022)
Xiaoli Peng, Ping Wang, Shuyin Xia, Cheng Wang, Chenggen Pu, Jie Qian
FNC: A fast neighborhood calculation framework. Knowl. Based Syst. 252 (2022)
Shuyin Xia, Baiyun Chen, Guoyin Wang, Yong Zheng, Xinbo Gao, Elisabeth Giem, Zizhong Chen
mCRF and mRD: Two Classification Methods Based on a Novel Multiclass Label Noise Filtering Learning Framework. IEEE Trans. Neural Networks Learn. Syst. 33 (7) (2022)
Xiaoli Peng, Ping Wang, Shuyin Xia, Cheng Wang, Weiqi Chen
VPGB: A granular-ball based model for attribute reduction and classification with label noise. Inf. Sci. 611 (2022)
Cheng Wang, Yabin Shao, Xiaoli Peng, Shuyin Xia, Weiqi Chen
Fast Attribute Reduction for Big Datasets Based on Neighborhood Rough Set. FSDM (2022)
Dawei Dai, Zhiguo Zhuang, Jianchao Wei, Shuyin Xia, Yutang Li, Hongfei Zhu
Random Sharing Parameters in the Global Region of Convolutional Neural Network. IEEE Trans. Artif. Intell. 3 (5) (2022)
Shuyin Xia, Yong Zheng, Guoyin Wang, Ping He, Heng Li, Zizhong Chen
Random Space Division Sampling for Label-Noisy Classification or Imbalanced Classification. IEEE Trans. Cybern. 52 (10) (2022)
Shuyin Xia, Cheng Wang, GuoYing Wang, Xinbo Gao, Elisabeth Giem, JianHang Yu
GBRS: An Unified Model of Pawlak Rough Set and Neighborhood Rough Set. CoRR (2022)
Dawei Dai, Xiaoyu Tang, Shuyin Xia, Yingge Liu, Guoyin Wang, Zizhong Chen
Multi-granularity Association Learning Framework for on-the-fly Fine-Grained Sketch-based Image Retrieval. CoRR (2022)
Jianping Gou, Xia Yuan, Lan Du, Shuyin Xia, Zhang Yi
Hierarchical Graph Augmented Deep Collaborative Dictionary Learning for Classification. IEEE Trans. Intell. Transp. Syst. 23 (12) (2022)
Jiang Xie, Pengfei Zhao, Shuyin Xia, Guoyin Wang, Dongdong Cheng
A novel cluster internal evaluation index based on hyper-balls. CoRR (2022)
Shuyin Xia, Daowan Peng, Deyu Meng, Changqing Zhang, Guoyin Wang, Elisabeth Giem, Wei Wei, Zizhong Chen
Ball $k$k-Means: Fast Adaptive Clustering With No Bounds. IEEE Trans. Pattern Anal. Mach. Intell. 44 (1) (2022)
Shuyin Xia, Xinyu Bai, Guoyin Wang, Deyu Meng, Xinbo Gao, Zizhong Chen, Elisabeth Giem
An Efficient and Accurate Rough Set for Feature Selection, Classification and Knowledge Representation. CoRR (2022)
Shuyin Xia, Xiaoyu Lian, Yabin Shao
Fuzzy Granular-Ball Computing Framework and Its Implementation in SVM. CoRR (2022)
Shun Fu, Guoyin Wang, Ji Xu, Shuyin Xia
IbLT: An effective granular computing framework for hierarchical community detection. J. Intell. Inf. Syst. 58 (1) (2022)
Chengfu Tang, Dawei Dai, Haoyue Bai, Guoyin Wang, Shuyin Xia, Feng Hu
Designing a Partially Understandable Neural Network through Semantic Embedding. IJCNN (2021)
Daowan Peng, Zizhong Chen, Jingcheng Fu, Shuyin Xia, Qing Wen
Fast k-means Clustering Based on the Neighbor Information. ISEEIE (2021)
Caoxiao Li, Shuyin Xia, Jingcheng Fu, Zizhong Chen, Binggui Wang
An Improved Genetic Algorithm Based on k-means. ISEEIE (2021)
Hao Zhou, Xianyong Dong, Shuyin Xia, Guoyin Wang
Weighted oversampling algorithms for imbalanced problems and application in prediction of streamflow. Knowl. Based Syst. 229 (2021)
Dawei Dai, Chengfu Tang, Guoyin Wang, Shuyin Xia
Building partially understandable convolutional neural networks by differentiating class-related neural nodes. Neurocomputing 452 (2021)
Haichao Sun, Guoyin Wang, Shuyin Xia
Text tendency analysis based on multi-granularity emotional chunks and integrated learning. Neural Comput. Appl. 33 (14) (2021)
Wenhua Li, Shuyin Xia, Zizhong Chen
A Fast Attribute Reduction Algorithm of Neighborhood Rough Set. KST (2021)
Baiyun Chen, Shuyin Xia, Zizhong Chen, Binggui Wang, Guoyin Wang
RSMOTE: A self-adaptive robust SMOTE for imbalanced problems with label noise. Inf. Sci. 553 (2021)
Dawei Dai, Chengfu Tang, Dongyao Zhao, Shuyin Xia, Haoyue Bai
Understanding a Deep Neural Network Based on Neural-Path Coding. IEEE Access 8 (2020)
Shun Fu, Guoyin Wang, Shuyin Xia, Li Liu
Deep multi-granularity graph embedding for user identity linkage across social networks. Knowl. Based Syst. 193 (2020)
Qun Liu, Shuxin Liu, Guoyin Wang, Shuyin Xia
Social relationship prediction across networks using tri-training BP neural networks. Neurocomputing 401 (2020)
Shuyin Xia, Wenhua Li, Guoyin Wang, Xinbo Gao, Changqing Zhang, Elisabeth Giem
LRA: an accelerated rough set framework based on local redundancy of attribute for feature selection. CoRR (2020)
Shuyin Xia, Daowan Peng, Deyu Meng, Changqing Zhang, Guoyin Wang, Zizhong Chen, Wei Wei
Ball k-means. CoRR (2020)
Shuyin Xia, Yulong Xia, Hong Yu, Qun Liu, Yueguo Luo, Guoyin Wang, Zizhong Chen
Transferring Ensemble Representations Using Deep Convolutional Neural Networks for Small-Scale Image Classification. IEEE Access 7 (2019)
Shuyin Xia, Guoyin Wang, Zizhong Chen, Yanlin Duan, Qun Liu
Complete Random Forest Based Class Noise Filtering Learning for Improving the Generalizability of Classifiers. IEEE Trans. Knowl. Data Eng. 31 (11) (2019)
Shuyin Xia, Yunsheng Liu, Xin Ding, Guoyin Wang, Hong Yu, Yuoguo Luo
Granular ball computing classifiers for efficient, scalable and robust learning. Inf. Sci. 483 (2019)
Shun Fu, Guoyin Wang, Shuyin Xia, Li Liu
A Multi-Granularity Representation Learning Framework for User Identification Across Social Networks. IJCRS (2019)
Binggui Wang, Shuyin Xia, Hong Yu, Guoyin Wang
A Fast Relative Density Method Based on Space Partitioning. ICBK (2019)
Junwu Yu, Shuyin Xia, Guoyin Wang
Edge Sign Prediction Based on Orthogonal Graph Regularized Nonnegative Matrix Factorization for Transfer Learning. ICBK (2019)
Caoxiao Li, Shuyin Xia, Zizhong Chen, Guoyin Wang
A Multi-granularity Genetic Algorithm. ICBK (2019)
Yunsheng Liu, Shuyin Xia, Hong Yu, Yueguo Luo, Baiyun Chen, Kang Liu, Guoyin Wang
Prediction of Aluminum Electrolysis Superheat Based on Improved Relative Density Noise Filter SMO. ICBK (2018)
Xiao Liang, Shuyin Xia, Qun Liu, Yunsheng Liu, Baiyun Chen, Guoyin Wang
A Multi-Granular Relative Density Model for Class Noise Detection. IEEE BigData (2018)
Hang Shu, Qun Liu, Shuyin Xia
Multi-granularity Network Representation Learning Based on Game Theory. ICDM Workshops (2018)
Zizhong Chen, Xin Ding, Shuyin Xia, Baiyun Chen
The k-Means Forest Classifier for High Dimensional Data. ICBK (2018)
Shuyin Xia, Guoyin Wang, Yunsheng Liu, Qun Liu, Hong Yu
Noise self-filtering K-nearest neighbors algorithms. IEEE BigData (2017)
Shuyin Xia, Guoyin Wang, Hong Yu, Qun Liu, Jin Wang
Vibration-Based Outlier Detection on High Dimensional Data. Int. J. Artif. Intell. Tools 25 (3) (2016)
Shuyin Xia, Zhongyang Xiong, Yueguo Luo, Limei Dong, Guanghua Zhang
Location difference of multiple distances based k-nearest neighbors algorithm. Knowl. Based Syst. 90 (2015)
Shuyin Xia, Zhongyang Xiong, Yueguo Luo, Limei Dong, Changyuan Xing
Relative density based support vector machine. Neurocomputing 149 (2015)