Xiao Xu

42 papers A* 1C 2Misc 1Journal 35Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
A comprehensive survey of image clustering based on deep learning.
Pattern Recognit.
Haiwei Hou, Shifei Ding, Chuangui Cao, Xiao Xu, Lili Guo, Xuan Li
2026 J jnl
Semantic Image Clustering With Deep Learning.
IEEE Trans. Cogn. Dev. Syst.
Haiwei Hou, Shifei Ding, Xiao Xu, Lili Guo, Ling Ding, Xindong Wu
2026 A* conf
Structure-Semantic Synergized Deep Contrastive Graph Clustering.
WWW
Shifei Ding, Zhe Li, Xiao Xu, Chao Li
2025 J jnl
Fast Density Peaks Clustering Algorithm Based on Approximate k-Nearest Neighbors.
IEEE Trans. Knowl. Data Eng.
Shifei Ding, Chao Li, Xiao Xu, Lili Guo, Ling Ding, Xindong Wu
2025 J jnl
Federated deep embedded clustering under privacy protection.
Appl. Soft Comput.
Xiao Xu, Hong Liao, Xu Yang
2025 J jnl
Horizontal Federated Density Peaks Clustering.
IEEE Trans. Neural Networks Learn. Syst.
Shifei Ding, Chao Li, Xiao Xu, Lili Guo, Ling Ding, Xindong Wu
2025 J jnl
Parameter-Adaptive Border Peeling Clustering Algorithm.
IEEE Trans. Knowl. Data Eng.
Hui Tu, Shifei Ding, Xiao Xu, Lili Guo, Ling Ding, Xindong Wu
2025 J jnl
Robust Density Peaks Clustering for Manifold Data With Multiple Peaks.
IEEE Trans. Pattern Anal. Mach. Intell.
Ling Ding, Chao Li, Shifei Ding, Xiao Xu, Lili Guo, Xindong Wu
2025 J jnl
Triple-view graph clustering network based on high-confidence contrastive learning strategy.
Knowl. Based Syst.
Shifei Ding, Zhe Li, Xiao Xu, Lili Guo, Ling Ding
2025 J jnl
Vertical Federated Density Peaks Clustering Under Nonlinear Mapping.
IEEE Trans. Knowl. Data Eng.
Chao Li, Shifei Ding, Xiao Xu, Lili Guo, Ling Ding, Xindong Wu
2024 — conf
Deep Friendly Embedding Space for Clustering.
IIP (1)
Haiwei Hou, Shifei Ding, Xiao Xu, Lili Guo
2024 J jnl
Graph-Based Semi-Supervised Deep Image Clustering With Adaptive Adjacency Matrix.
IEEE Trans. Neural Networks Learn. Syst.
Shifei Ding, Haiwei Hou, Xiao Xu, Jian Zhang, Lili Guo, Ling Ding
2024 J jnl
Non-iterative border-peeling clustering algorithm based on swap strategy.
Inf. Sci.
Hui Tu, Shifei Ding, Xiao Xu, Haiwei Hou, Chao Li, Ling Ding
2024 J jnl
Synergistic Deep Graph Clustering Network.
CoRR
Benyu Wu, Shifei Ding, Xiao Xu, Lili Guo, Ling Ding, Xindong Wu
2024 J jnl
Towards Faster Deep Graph Clustering via Efficient Graph Auto-Encoder.
ACM Trans. Knowl. Discov. Data
Shifei Ding, Benyu Wu, Ling Ding, Xiao Xu, Lili Guo, Hongmei Liao, Xindong Wu
2023 J jnl
A Sampling-Based Density Peaks Clustering Algorithm for Large-Scale Data.
Pattern Recognit.
Shifei Ding, Chao Li, Xiao Xu, Ling Ding, Jian Zhang, Lili Guo, Tianhao Shi
2023 J jnl
A novel clustering algorithm based on multi-layer features and graph attention networks.
Soft Comput.
Haiwei Hou, Shifei Ding, Xiao Xu, Ling Ding
2023 J jnl
An improved density peaks clustering algorithm based on natural neighbor with a merging strategy.
Inf. Sci.
Shifei Ding, Wei Du, Xiao Xu, Tianhao Shi, Yanru Wang, Chao Li
2023 J jnl
Deep manifold regularized semi-nonnegative matrix factorization for Multi-view Clustering.
Appl. Soft Comput.
Xiangnan Liu, Shifei Ding, Xiao Xu, Lijuan Wang
2023 J jnl
Density peaks clustering algorithm based on improved similarity and allocation strategy.
Int. J. Mach. Learn. Cybern.
Shifei Ding, Wei Du, Chao Li, Xiao Xu, Lijuan Wang, Ling Ding
2023 J jnl
FEMRNet: Feature-enhanced multi-scale residual network for image denoising.
Appl. Intell.
Xiao Xu, Qidong Wang, Lili Guo, Jian Zhang, Shifei Ding
2023 J jnl
Fast density peaks clustering algorithm based on improved mutual K-nearest-neighbor and sub-cluster merging.
Inf. Sci.
Chao Li, Shifei Ding, Xiao Xu, Haiwei Hou, Ling Ding
2023 C conf
Finding Potential Pneumoconiosis Patients with Commercial Acoustic Device.
ISCC
Xuehan Zhang, Zhongxu Bao, Yuqing Yin, Xu Yang, Xiao Xu, Qiang Niu
2023 J jnl
Graph clustering network with structure embedding enhanced.
Pattern Recognit.
Shifei Ding, Benyu Wu, Xiao Xu, Lili Guo, Ling Ding
2023 C conf
LoFall: LoRa-Based Long-Range Through-Wall Fall Detection.
ISCC
Xuehan Zhang, Zhongxu Bao, Yuqing Yin, Xu Yang, Xiao Xu, Qiang Niu
2023 J jnl
Maximum density minimum redundancy based hypergraph regularized support vector regression.
Int. J. Mach. Learn. Cybern.
Shifei Ding, Yuting Sun, Jian Zhang, Lili Guo, Xiao Xu, Zichen Zhang
2023 Misc conf
SFEMGN: Image Denoising with Shallow Feature Enhancement Network and Multi-Scale ConvGRU.
ICASSP
Qidong Wang, Lili Guo, Shifei Ding, Jian Zhang, Xiao Xu
2023 J jnl
Semi-supervised deep density clustering.
Appl. Soft Comput.
Xiao Xu, Haiwei Hou, Shifei Ding
2022 J jnl
A deep clustering by multi-level feature fusion.
Int. J. Mach. Learn. Cybern.
Haiwei Hou, Shifei Ding, Xiao Xu
2022 J jnl
Fast density peaks clustering algorithm in polar coordinate system.
Appl. Intell.
Chao Li, Shifei Ding, Xiao Xu, Shuying Du, Tianhao Shi
2021 J jnl
A community detection algorithm based on Quasi-Laplacian centrality peaks clustering.
Appl. Intell.
Tianhao Shi, Shifei Ding, Xiao Xu, Ling Ding
2021 J jnl
A fast density peaks clustering algorithm with sparse search.
Inf. Sci.
Xiao Xu, Shifei Ding, Yanru Wang, Lijuan Wang, Weikuan Jia
2020 J jnl
A robust density peaks clustering algorithm with density-sensitive similarity.
Knowl. Based Syst.
Xiao Xu, Shifei Ding, Lijuan Wang, Yanru Wang
2019 J jnl
A feasible density peaks clustering algorithm with a merging strategy.
Soft Comput.
Xiao Xu, Shifei Ding, Hui Xu, Hongmei Liao, Yu Xue
2019 J jnl
The multi-tag semantic correlation used for micro-blog user interest modeling.
Eng. Appl. Artif. Intell.
Yanru Wang, Shifei Ding, Xiao Xu, Weikuan Jia
2018 — conf
A Fast Density Peaks Clustering Algorithm Based on Pre-Screening.
BigComp
Xiao Xu, Shifei Ding, Tongfeng Sun
2018 J jnl
An improved density peaks clustering algorithm with fast finding cluster centers.
Knowl. Based Syst.
Xiao Xu, Shifei Ding, Zhongzhi Shi
2018 J jnl
DPCG: an efficient density peaks clustering algorithm based on grid.
Int. J. Mach. Learn. Cybern.
Xiao Xu, Shifei Ding, Mingjing Du, Yu Xue
2018 J jnl
Density peaks clustering using geodesic distances.
Int. J. Mach. Learn. Cybern.
Mingjing Du, Shifei Ding, Xiao Xu, Yu Xue
2018 J jnl
Locally adaptive multiple kernel k-means algorithm based on shared nearest neighbors.
Soft Comput.
Shifei Ding, Xiao Xu, Shuyan Fan, Yu Xue
2017 J jnl
An entropy-based density peaks clustering algorithm for mixed type data employing fuzzy neighborhood.
Knowl. Based Syst.
Shifei Ding, Mingjing Du, Tongfeng Sun, Xiao Xu, Yu Xue
2016 — conf
A Novel Locally Multiple Kernel k-means Based on Similarity.
IIP
Shuyan Fan, Shifei Ding, Mingjing Du, Xiao Xu