Attribute-missing graph clustering network

W Tu, R Guan, S Zhou, C Ma, X Peng, Z Cai… - Proceedings of the …, 2024 - ojs.aaai.org
Deep clustering with attribute-missing graphs, where only a subset of nodes possesses
complete attributes while those of others are missing, is an important yet challenging topic in …

HSNet: An Intelligent Hierarchical Semantic-Aware Network System for Real-Time Semantic Segmentation

X Peng, J Cheng, X Tang, Z Deng… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Semantic segmentation, which aims to accurately identify each pixel, is a meaningful and
challenging task. Recently, we witness a strong tendency to improve model efficiency in low …

Multi-scale Graph Clustering Network

X Li, W Wu, B Zhang, X Peng - Information Sciences, 2024 - Elsevier
Deep graph clustering, a fundamental yet formidable task in data analysis, aims to partition
samples belonging to the same category into their respective clusters. Recently, significant …