Dr. JIA Yuheng (賈育衡)

Research Output

  1. 2021
  2. Published

    Constrained Clustering With Dissimilarity Propagation-Guided Graph-Laplacian PCA

    Jia, Y., Hou, J. & Kwong, S., Sep 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 9, p. 3985-3997 13 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  3. Online published

    Global-Local Balanced Low-Rank Approximation of Hyperspectral Images for Classification

    Liu, H., Jia, Y., Hou, J. & Zhang, Q., 7 Jul 2021, (Online published) In: IEEE Transactions on Circuits and Systems for Video Technology. 12 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  4. Published

    Joint Optimization for Pairwise Constraint Propagation

    Jia, Y., Wu, W., Wang, R., Hou, J. & Kwong, S., Jul 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 7, p. 3168-3180 13 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  5. Online published

    Maximum Entropy Subspace Clustering Network

    Peng, Z., Jia, Y., Liu, H., Hou, J. & Zhang, Q., 15 Jun 2021, (Online published) In: IEEE Transactions on Circuits and Systems for Video Technology. 12 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  6. Online published

    Learning Low-rank Graph with Enhanced Supervision

    Liu, H., Jia, Y., Hou, J. & Zhang, Q., 14 Jun 2021, (Online published) In: IEEE Transactions on Circuits and Systems for Video Technology. 7 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  7. Published

    Semisupervised Adaptive Symmetric Non-Negative Matrix Factorization

    Jia, Y., Liu, H., Hou, J. & Kwong, S., May 2021, In: IEEE Transactions on Cybernetics. 51, 5, p. 2550-2562 9013063.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 10
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  8. Published

    Clustering Ensemble Meets Low-rank Tensor Approximation

    Jia, Y., Liu, H., Hou, J. & Zhang, Q., Feb 2021, Proceedings of the AAAI Conference on Artificial Intelligence. AAAI Press, Vol. 35. p. 7970-7978

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)peer-review

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  9. Online published

    Multi-View Spectral Clustering Tailored Tensor Low-Rank Representation

    Jia, Y., Liu, H., Hou, J., Kwong, S. & Zhang, Q., 27 Jan 2021, (Online published) In: IEEE Transactions on Circuits and Systems for Video Technology. 14 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 1
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  10. Online published

    Semisupervised Affinity Matrix Learning via Dual-Channel Information Recovery

    Jia, Y., Liu, H., Hou, J., Kwong, S. & Zhang, Q., 8 Jan 2021, (Online published) In: IEEE Transactions on Cybernetics.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 2
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  11. Published

    Active k-labelsets ensemble for multi-label classification

    Wang, R., Kwong, S., Wang, X. & Jia, Y., Jan 2021, In: Pattern Recognition. 109, 107583.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 1
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  12. 2020
  13. Online published

    Superpixel Segmentation Based on Spatially Constrained Subspace Clustering

    Li, H., Jia, Y., Cong, R., Wu, W., Kwong, S. & Chen, C., 11 Dec 2020, (Online published) In: IEEE Transactions on Industrial Informatics. 11 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  14. Published

    Pairwise Constraint Propagation With Dual Adversarial Manifold Regularization

    Jia, Y., Liu, H., Hou, J. & Kwong, S., Dec 2020, In: IEEE Transactions on Neural Networks and Learning Systems. 31, 12, p. 5575-5587

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 4
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  15. Published

    Hyperspectral Image Classification via Sparse Representation With Incremental Dictionaries

    Yang, S., Hou, J., Jia, Y., Mei, S. & Du, Q., Sep 2020, In: IEEE Geoscience and Remote Sensing Letters. 17, 9, p. 1598-1602 8892586.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 5
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  16. Published

    Semi-Supervised Non-Negative Matrix Factorization With Dissimilarity and Similarity Regularization

    Jia, Y., Kwong, S., Hou, J. & Wu, W., Jul 2020, In: IEEE Transactions on Neural Networks and Learning Systems. 31, 7, p. 2510-2521 12 p., 8820170.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 12
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  17. Published

    Applying Exponential Family Distribution to Generalized Extreme Learning Machine

    Jia, Y., Kwong, S. & Wang, R., May 2020, In: IEEE Transactions on Systems, Man, and Cybernetics: Systems. 50, 5, p. 1794-1804

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 2
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  18. Published

    Clustering-aware Graph Construction: A Joint Learning Perspective

    Jia, Y., Liu, H., Hou, J. & Kwong, S., 2020, In: IEEE Transactions on Signal and Information Processing over Networks. 6, p. 357-370

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 5
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  19. Published

    Non-Negative Transfer Learning with Consistent Inter-Domain Distribution

    Peng, Z., Jia, Y. & Hou, J., 2020, In: IEEE Signal Processing Letters. 27, p. 1720-1724 9210817.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  20. 2019
  21. Published

    Imbalance-aware Pairwise Constraint Propagation

    Liu, H., Jia, Y., Hou, J. & Zhang, Q., Oct 2019, MM '19: Proceedings of the 27th ACM International Conference on Multimedia. ACM, p. 1605-1613 (MM - Proceedings of the ACM International Conference on Multimedia).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)peer-review

    Scopus citations: 3
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  22. Published

    Superpixel Segmentation Based on Square-Wise Asymmetric Partition and Structural Approximation

    Li, H., Kwong, S., Chen, C., Jia, Y. & Cong, R., Oct 2019, In: IEEE Transactions on Multimedia. 21, 10, p. 2625-2637 8673630.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 3
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  23. Published

    Simultaneous Dimensionality Reduction and Classification via Dual Embedding Regularized Nonnegative Matrix Factorization

    Wu, W., Kwong, S., Hou, J., Jia, Y. & Ip, H. H. S., Aug 2019, In: IEEE Transactions on Image Processing. 28, 8, p. 3836-3847 8672942.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 9
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