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Author

Xiao-Liang Wu

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2 papers indexed here

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Conference Open access Sep 2026

Parameterized Approximation Schemes for Fair Clustering in Doubling Metrics

This paper focuses on the k-center problem in bounded doubling metrics under two popular fairness requirements: group fairness and data summarization fairness, referred to Group Fair k-Center (Gf-k-Cen) and Data Summarization Fair k-Center (Dsf-k-Cen), respectively.

Xiao-Liang Wu, Ting Liang, Zhize Li et al. · 0 citations
2025

A Single-Swap Local Search Algorithm for k-Means of Lines

A proportional capture relation is introduced that links optimal and current centers based the assignment proportions of lines, enabling a refined analysis that bypasses the triangle inequality barrier.

Ting Liang, Xiao-Liang Wu, Junyu Huang et al. · 0 citations

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