Dr. JIA Yuheng (賈育衡)

Research Output

  1. 2020
  2. 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 journal

    Scopus citations: 1
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  3. Online published

    Constrained Clustering With Dissimilarity Propagation-Guided Graph-Laplacian PCA

    Jia, Y., Hou, J. & Kwong, S., 27 Aug 2020, In : IEEE Transactions on Neural Networks and Learning Systems. 13 p.

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

    Check@CityULib
  4. Online published

    Active k-labelsets ensemble for multi-label classification

    Wang, R., Kwong, S., Wang, X. & Jia, Y., 8 Aug 2020, In : Pattern Recognition. 109, 107583.

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

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  5. Online published

    Joint Optimization for Pairwise Constraint Propagation

    Jia, Y., Wu, W., Wang, R., Hou, J. & Kwong, S., 3 Aug 2020, In : IEEE Transactions on Neural Networks and Learning Systems. 13 p.

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

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  6. 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 journal

    Scopus citations: 1
    Check@CityULib
  7. 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 journal

    Scopus citations: 1
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  8. Online published

    Semisupervised Adaptive Symmetric Non-Negative Matrix Factorization

    Jia, Y., Liu, H., Hou, J. & Kwong, S., 26 Feb 2020, In : IEEE Transactions on Cybernetics.

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

    Check@CityULib
  9. Online published

    Pairwise Constraint Propagation With Dual Adversarial Manifold Regularization

    Jia, Y., Liu, H., Hou, J. & Kwong, S., 24 Feb 2020, In : IEEE Transactions on Neural Networks and Learning Systems.

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

    Check@CityULib
  10. 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 journal

    Scopus citations: 1
    Check@CityULib
  11. 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 journal

    Check@CityULib
  12. 2019
  13. 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)

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  14. 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 journal

    Scopus citations: 1
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  15. 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 journal

    Scopus citations: 5
    Check@CityULib
  16. Published

    Pseudolabel Guided Kernel Learning for Hyperspectral Image Classification

    Yang, S., Hou, J., Jia, Y., Mei, S. & Du, Q., Mar 2019, In : IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 12, 3, p. 1000-1011 8644025.

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

    Scopus citations: 2
    Check@CityULib
  17. Published

    Sparse Bayesian Learning-Based Kernel Poisson Regression

    Jia, Y., Kwong, S., Wu, W., Wang, R. & Gao, W., Jan 2019, In : IEEE Transactions on Cybernetics. 49, 1, p. 56-68

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

    Scopus citations: 2
    Check@CityULib
  18. 2018
  19. Published

    Pairwise Constraint Propagation-Induced Symmetric Nonnegative Matrix Factorization

    Wu, W., Jia, Y., Kwong, S. & Hou, J., Dec 2018, In : IEEE Transactions on Neural Networks and Learning Systems. 29, 12, p. 6348-6361

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

    Scopus citations: 14
    Check@CityULib
  20. Published

    CONVEX CONSTRAINED CLUSTERING WITH GRAPH-LAPLACIAN PCA

    Jia, Y., Kwong, S., Hou, J. & Wu, W., Jul 2018, 2018 IEEE International Conference on Multimedia and Expo (ICME) . IEEE

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

    Scopus citations: 2
    Check@CityULib
  21. Published

    Mutual Information Based K-Labelsets Ensemble for Multi-Label Classification

    Wang, R., Kwong, S., Jia, Y., Huang, Z. & Wu, L., Jul 2018, 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) - 2018 Proceedings. IEEE, 8491677. (IEEE International Conference on Fuzzy Systems; vol. 2018-July).

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

    Scopus citations: 1
    Check@CityULib
  22. Published

    Nonnegative matrix factorization with mixed hypergraph regularization for community detection

    Wu, W., Kwong, S., Zhou, Y., Jia, Y. & Gao, W., Apr 2018, In : Information Sciences. 435, p. 263-281

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

    Scopus citations: 42
    Check@CityULib
  23. Published

    Semi-Supervised Spectral Clustering with Structured Sparsity Regularization

    Jia, Y., Kwong, S. & Hou, J., Mar 2018, In : IEEE Signal Processing Letters. 25, 3, p. 403-407 8253493.

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

    Scopus citations: 12
    Check@CityULib
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