output
20192026
most citedFast Multi-view Clustering via Ensembles: Towards Scalability, Superiority, and Simplicity

272 citations

Showing 2022Show all

5 papers · 1 filter

cs.NI2022★ 21 cited

IRS-Assisted RF-powered IoT Networks:System Modeling and Performance Analysis

Hongguang Sun, Zelun Zhao, Hu Cheng +4

Emerged as a promising solution for future wireless communication systems, intelligent reflecting surface (IRS) is capable of reconfiguring the wireless propagation environment by…

cs.LG2022★ 203 cited

Efficient Multi-view Clustering via Unified and Discrete Bipartite Graph Learning

Si-Guo Fang, Dong Huang, Xiao-Sha Cai +3

Although previous graph-based multi-view clustering algorithms have gained significant progress, most of them are still faced with three limitations. First, they often suffer from…

cs.CV2022★ 47 cited

Deep Image Clustering with Contrastive Learning and Multi-scale Graph Convolutional Networks

Yuankun Xu, Dong Huang, Chang-Dong Wang +1

Deep clustering has shown its promising capability in joint representation learning and clustering via deep neural networks. Despite the significant progress, the existing deep clu…

cs.CV2022★ 77 cited

PST: Plant segmentation transformer for 3D point clouds of rapeseed plants at the podding stage

Ruiming Du, Zhihong Ma, Pengyao Xie +2

Segmentation of plant point clouds to obtain high-precise morphological traits is essential for plant phenotyping. Although the fast development of deep learning has boosted much r…

cs.LG2022★ 272 cited

Fast Multi-view Clustering via Ensembles: Towards Scalability, Superiority, and Simplicity

Dong Huang, Chang-Dong Wang, Jian-Huang Lai

Despite significant progress, there remain three limitations to the previous multi-view clustering algorithms. First, they often suffer from high computational complexity, restrict…