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Hang Xue

2 accepted papers

2025

A Peer-review Look on Multi-modal Clustering: An Information Bottleneck Realization Method

ICML 2025poster

Despite the superior capability in complementary information exploration and consistent clustering structure learning, most current weight-based multi-modal clustering methods still contain three limitations: 1) lack of trustworthiness in learned weights; 2) isolated view weight learning; 3) extra w…

Cited by 0SourcePDFScholar
2024

Self-supervised Weighted Information Bottleneck for Multi-view Clustering

IJCAI 2024poster

Multi-view clustering (MVC) is a long-standing topic in machine learning and data mining community, focusing on investigating and utilizing the relationships among views for final consistent data cluster structure discovery. Generally, weighted MVC is one of the popular methods working by learning a…

Cited by 0SourcePDFScholar