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Haonan Xin

2 accepted papers

2025

Consensus Graph-Based Spectral Ensemble Clustering via Low-Rank Tensor Learning

ICASSP 2025accepted

Ensemble clustering using co-association matrices integrates multiple base clusterings but often overlooks interactions between crucial samples and base clusterings. This neglect can introduce noise and lead to information loss and instability. To address these issues, we propose the Consensus Graph…

Cited by 0SourceScholar
2025

Dimensionality-Reduced Spatial Bipartite Graph Clustering for Hyperspectral and LiDAR Data

ICASSP 2025accepted

The growing volume of remote sensing (RS) data highlights the need for enhanced data integration and processing. While combining hyperspectral and LiDAR data improves analysis by addressing spectral variability, challenges persist due to the high dimensionality, noise, and outliers in hyperspectral…

Cited by 0SourceScholar