Guowang Du

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 19

Top Topics

Negative Matrix Factorization

Clustering Approaches

Multivariate Time Series

Subspace Clustering

Top Venues

Publications

Lihua Zhou, Guowang Du, Kevin Lü, Lizhen Wang, Jingwei Du
A Survey and an Empirical Evaluation of Multi-View Clustering Approaches. ACM Comput. Surv. 56 (7) (2024)
Yongchao Lu, Bing Kong, Guowang Du, Chongming Bao, Lihua Zhou, Hongmei Chen
Self-supervised Multi-view Clustering Framework with Graph Filtering and Contrast Fusion. ADMA (4) (2023)
Guowang Du, Lihua Zhou, Zhongxue Li, Lizhen Wang, Kevin Lü
Neighbor-aware deep multi-view clustering via graph convolutional network. Inf. Fusion 93 (2023)
Shaowei Qin, Hao Wu, Lihua Zhou, Jiahui Li, Guowang Du
Learning metric space with distillation for large-scale multi-label text classification. Neural Comput. Appl. 35 (15) (2023)
Guowang Du, Lihua Zhou, Kevin Lü, Hao Wu, Zhimin Xu
Multiview Subspace Clustering With Multilevel Representations and Adversarial Regularization. IEEE Trans. Neural Networks Learn. Syst. 34 (12) (2023)
Jingwei Du, Lihua Zhou, Guowang Du, Lizhen Wang, Yiting Jiang
Heterogeneous Network Representation Learning Based on Adaptive Multi-channel Graph Convolution. SpatialDI (2022)
Xingzhu Zou, Lihua Zhou, Guowang Du, Lizhen Wang, Yiting Jiang
Information Diffusion Prediction Based on Deep Attention in Heterogeneous Networks. SpatialDI (2022)
Lihua Zhou, Guowang Du, Kevin Lü, Lizhen Wang
A network-based sparse and multi-manifold regularized multiple non-negative matrix factorization for multi-view clustering. Expert Syst. Appl. 174 (2021)
Guowang Du, Lihua Zhou, Kevin Lü, Haiyan Ding
Deep multiple non-negative matrix factorization for multi-view clustering. Intell. Data Anal. 25 (2) (2021)
Guowang Du, Lihua Zhou, Yudi Yang, Kevin Lü, Lizhen Wang
Deep Multiple Auto-Encoder-Based Multi-view Clustering. Data Sci. Eng. 6 (3) (2021)
Tong Huang, Lihua Zhou, Lizhen Wang, Guowang Du, Kevin Lü
Attributed Network Embedding with Community Preservation. DSAA (2020)
Guowang Du, Lihua Zhou, Yudi Yang, Kevin Lü, Lizhen Wang
Multi-view Clustering via Multiple Auto-Encoder. APWeb/WAIM (1) (2020)
Guowang Du, Lihua Zhou, Lizhen Wang, Qing Xiao, Hongmei Chen
Norm. FSDM (2019)
Lihua Zhou, Guowang Du, Ruxin Wang, Dapeng Tao, Lizhen Wang, Jun Cheng, Jing Wang
A tensor framework for geosensor data forecasting of significant societal events. Pattern Recognit. 88 (2019)
Lihua Zhou, Guowang Du, Dapeng Tao, Hongmei Chen, Jun Cheng, Libo Gong
Clustering Multivariate Time Series Data via Multi-Nonnegative Matrix Factorization in Multi-Relational Networks. IEEE Access 6 (2018)
Guowang Du, Lihua Zhou, Yuan Fang, Ming Yang
Time Series Clustering via NMF in Networks. SERA (2018)
Lihua Zhou, Guowang Du, Qing Xiao, Lizhen Wang
A Tensor-Based Method for Geosensor Data Forecasting. APWeb/WAIM (2) (2018)
Renjian Liao, Lihua Zhou, Qing Xiao, Guowang Du
基于knnVAR模型的地理传感数据预测 (Prediction of Geosensor Data Based on knnVAR Model). 计算机科学 45 (11A) (2018)
Guowang Du, Lihua Zhou, Lizhen Wang, Hongmei Chen
Multivariate Time Series Clustering via Multi-relational Community Detection in Networks. APWeb/WAIM (1) (2018)