Prof. LEUNG Chi Sing Andrew (梁志成)

Research Output

  1. 2020
  2. Published

    A Limitation of Gradient Descent Learning

    Sum, J., Leung, C. & Ho, K., Jun 2020, In : IEEE Transactions on Neural Networks and Learning Systems. 31, 6, p. 2227-2232 8789696.

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

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  3. 2019
  4. Published

    Robust ellipse fitting via alternating direction method of multipliers

    Liang, J., Li, P., Zhou, D., So, H. C., Liu, D., Leung, C. & Sui, L., Nov 2019, In : Signal Processing. 164, p. 30-40

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

    Scopus citations: 1
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  5. Published

    Learning Algorithm for Boltzmann Machines with Additive Weight and Bias Noise

    Sum, J. & Leung, C. A., Oct 2019, In : IEEE Transactions on Neural Networks and Learning Systems. 30, 10, p. 3200-3204

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

    Scopus citations: 2
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  6. Published

    Seamless Mipmap Filtering for Dual Paraboloid Maps

    Wang, Z., Ho, T. Y., Leung, C. S. & Wong, E. W. M., Oct 2019, In : Computer Graphics Forum. 38, 7, p. 437-448

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

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  7. Online published

    Two noise tolerant incremental learning algorithms for single layer feed-forward neural networks

    Adegoke, M., Wong, H. T., Leung, A. C. S. & Sum, J., 19 Sep 2019, In : Journal of Ambient Intelligence and Humanized Computing. 15 p.

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

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  8. Published

    INTERACTIVE DEEP COLORIZATION USING SIMULTANEOUS GLOBAL AND LOCAL INPUTS

    Xiao, Y., Zhou, P., Zheng, Y. & Leung, C., May 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). IEEE, p. 1887-1891 8683686. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

    Scopus citations: 1
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  9. Published

    Orthogonal least squares based center selection for fault-tolerant RBF networks

    Dong, J., Zhao, Y., Liu, C., Han, Z. & Leung, C., 28 Apr 2019, In : Neurocomputing. 339, p. 217-231

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

    Scopus citations: 1
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  10. Published

    Applying Vectorized Visibility on All frequency Direct Illumination

    LEUNG, H. C., HO, T. Y., WANG, Z., LEUNG, C. S. A. & Wong, E. W. M., Apr 2019, GPU Zen 2: Advanced Rendering Techniques. Engel, W. (ed.). Black Cat Publishing Inc., p. 17-40

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)12_Chapter in an edited book (Author)

    Check@CityULib
  11. Online published

    GPU-accelerated 2D OTSU and 2D entropy-based thresholding

    Zhu, X., Xiao, Y., Tan, G., Zhou, S., Leung, C. & Zheng, Y., 14 Jan 2019, In : Journal of Real-Time Image Processing.

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

    Scopus citations: 1
    Check@CityULib
  12. Published

    Analysis on Dropout Regularization

    Sum, J. & Leung, C., 2019, Neural Information Processing - 26th International Conference, ICONIP 2019, Proceedings. Gedeon, T., Wong, K. W. & Lee, M. (eds.). Springer, p. 253-261 (Communications in Computer and Information Science; vol. 1143).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)12_Chapter in an edited book (Author)

    Check@CityULib
  13. Published

    An ℓ0-Norm-Based Centers Selection for Failure Tolerant RBF Networks

    WANG, H., SHI, Z., WONG, H. T., LEUNG, C., SO, H. C. & FENG, R., 2019, In : IEEE Access. 7, p. 151902-151914

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

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  14. Published

    Enhancement of Extreme Learning Machine for Estimating Blocking Probability of OCS Networks With Fixed-Alternate Routing

    LI, S., LEUNG, H. C., WONG, E. W. M. & LEUNG, C. S., 2019, In : IEEE Access. 7, p. 52319-52330 12 p., 18620091.

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

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  15. Published

    Explicit Center Selection and Training for Fault Tolerant RBF Networks

    Wong, H. T., Wang, Z., Leung, C. & Sum, J., 2019, Neural Information Processing - 26th International Conference, ICONIP 2019, Proceedings. Gedeon, T., Wong, K. W. & Lee, M. (eds.). Springer, p. 273-285 (Lecture Notes in Computer Science; vol. 11954).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)12_Chapter in an edited book (Author)

    Check@CityULib
  16. Published

    Fault and Noise Tolerance in the Incremental Extreme Learning Machine

    LEUNG, H. C., LEUNG, C. S. & WONG, E. W. M., 2019, In : IEEE Access. 7, p. 155171-155183

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

    Scopus citations: 1
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  17. Published

    Fault Tolerant Broad Learning System

    Adegoke, M., Leung, C. & Sum, J., 2019, Neural Information Processing - 26th International Conference, ICONIP 2019, Proceedings. Gedeon, T., Wong, K. W. & Lee, M. (eds.). Springer, p. 95-103 (Communications in Computer and Information Science; vol. 1142).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)12_Chapter in an edited book (Author)

    Check@CityULib
  18. 2018
  19. Published

    A Robust LPNN Technique for Target Localization Under Hybrid TOA/AOA Measurements

    Adegoke, M., Leung, A. C. S. & Sum, J., Dec 2018, Neural Information Processing: 25th International Conference, ICONIP 2018, Proceedings. Cheng, L., Leung, A. C. S. & Ozawa, S. (eds.). Springer, Cham, Vol. 2. p. 308-320 (Lecture Notes in Computer Science (including subseries Theoretical Computer Science and General Issues); vol. 11302).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)12_Chapter in an edited book (Author)

    Check@CityULib
  20. Published

    Fault-Resistant Algorithms for Single Layer Neural Networks

    Adegoke, M., Leung, A. C. S. & Sum, J., Dec 2018, Neural Information Processing: 25th International Conference, ICONIP 2018, Proceedings. Cheng, L., Leung, A. C. S. & Ozawa, S. (eds.). Springer, Cham, Vol. 2. p. 680-689 (Lecture Notes in Computer Science (including subseries Theoretical Computer Science and General Issues); vol. 11302).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)12_Chapter in an edited book (Author)

    Check@CityULib
  21. Published

    MCP Based Noise Resistant Algorithm for Training RBF Networks and Selecting Centers

    Wang, H., Leung, A. C. S. & Sum, J., Dec 2018, Neural Information Processing: 25th International Conference, ICONIP 2018, Proceedings. Cheng, L., Leung, A. C. S. & Ozawa, S. (eds.). Springer, Cham, Vol. 2. p. 668-679 (Lecture Notes in Computer Science (including subseries Theoretical Computer Science and General Issues); vol. 11302).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)12_Chapter in an edited book (Author)

    Check@CityULib
  22. Published

    Neural Information Processing: 25th International Conference, ICONIP 2018, Proceedings, Part I

    Cheng, L. (ed.), Leung, A. C. S. (ed.) & Ozawa, S. (ed.), Dec 2018, Springer, Cham. 647 p. (Lecture Notes in Computer Science; no. 11301)

    Research output: Scholarly Books, Monographs, Reports and Case Studies (RGC: 11, 13, 14, 48, 49)14_Edited book (Editor)

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  23. Published

    Neural Information Processing: 25th International Conference, ICONIP 2018, Proceedings, Part II

    Cheng, L. (ed.), Leung, A. C. S. (ed.) & Ozawa, S. (ed.), Dec 2018, Springer, Cham. 735 p. (Lecture Notes in Computer Science; no. 11302)

    Research output: Scholarly Books, Monographs, Reports and Case Studies (RGC: 11, 13, 14, 48, 49)14_Edited book (Editor)

    Check@CityULib
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