Robust low-rank representation on anchor graph with self-attention

Wenyi FENG , Jianqiang HUANG , Jinfang JIA , Ruirui PU

Front. Comput. Sci. ›› 2026, Vol. 20 ›› Issue (10) : 2010360

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Front. Comput. Sci. ›› 2026, Vol. 20 ›› Issue (10) : 2010360 DOI: 10.1007/s11704-025-50124-6
Artificial Intelligence
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Robust low-rank representation on anchor graph with self-attention

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Wenyi FENG, Jianqiang HUANG, Jinfang JIA, Ruirui PU. Robust low-rank representation on anchor graph with self-attention. Front. Comput. Sci., 2026, 20(10): 2010360 DOI:10.1007/s11704-025-50124-6

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References

[1]

Liu G, Lin Z, Yan S, Sun J, Yu Y, Ma Y . Robust recovery of subspace structures by low-rank representation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2013, 35( 1): 171–184

[2]

Elhamifar E, Vidal R . Sparse subspace clustering: algorithm, theory, and applications. IEEE Transactions on Pattern Analysis and machine intelligence, 2013, 35( 11): 2765–2781

[3]

Qu Q, Wang Z, Chen W. Robust subspace clustering based on latent low-rank representation with weighted schatten-p norm minimization. In: Proceedings of the 19th Pacific Rim International Conference on Artificial Intelligence. 2022, 504–515

[4]

Guo T, He L, Luo F, Gong X, Li Y, Zhang L . Anomaly detection of hyperspectral image with hierarchical antinoise mutual-incoherence-induced low-rank representation. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61: 5510213

[5]

Wang J, Zhang N, Yuan S, Shang J, Dai L, Li F, Liu J . Non-negative low-rank representation based on dictionary learning for single-cell RNA-sequencing data analysis. BMC Genomics, 2022, 23( 1): 851

[6]

Kan Y, Lu G F, Du Y . An adaptive kernel dictionary-based low-rank representation method for subspace clustering. Neural Networks, 2024, 178: 106434

[7]

Dai H L, Wang L, Sun Y S, Imran M, Zaidi F S, Lai F T, Lv X T, Lian M F, Zhang Z R, Cao S, Li X Y . Adaptive multiple kernel clustering using low-rank representation. Pattern Recognition, 2025, 162: 111399

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