AAAI 2026technical0 citations
Multi-View Clustering with Granularity-Aware Pseudo Supervision
Jie Yang, Cheng-You Lu, Zhongli Wang, Hsiang-Ting Chen, Guang-Kui Xu, Chenglong Zhang, Shuting Dong, Xinyan Liang
Abstract
Modern multi-view clustering (MVC) is dominated by two paradigms: multi-view fusion and pseudo-label-guided learning. Pseudo-labeling methods can suffer from confirmation bias; their reliance on a fixed-granularity supervision from an initial clustering can cause learned embeddings to drift from the data
BibTeX
@inproceedings{aaai2026_multiviewcluster,
title = {Multi-View Clustering with Granularity-Aware Pseudo Supervision},
author = {Jie Yang and Cheng-You Lu and Zhongli Wang and Hsiang-Ting Chen and Guang-Kui Xu and Chenglong Zhang and Shuting Dong and Xinyan Liang and Bingbing Jiang},
booktitle = {AAAI 2026},
year = {2026}
}