Prof. WONG Hau San (黃厚生)
Research Output
- 2019
- Published
Cooperative traffic signal control using Multi-step return and Off-policy Asynchronous Advantage Actor-Critic Graph algorithm
Yang, S., Yang, B., Wong, H.-S. & Kang, Z., 1 Nov 2019, In: Knowledge-Based Systems. 183, 104855.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 66 - Published
Exploiting Global Low-Rank Structure and Local Sparsity Nature for Tensor Completion
Du, Y., Han, G., Quan, Y., Yu, Z., Wong, H.-S., Chen, C. L. P. & Zhang, J., Nov 2019, In: IEEE Transactions on Cybernetics. 49, 11, p. 3898-3910Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 14 - Published
Semi-Supervised Pedestrian Instance Synthesis and Detection with Mutual Reinforcement
Wu, S., Lin, S., Wu, W., Azzam, M. & Wong, H.-S., Oct 2019, Proceedings: 2019 International Conference on Computer Vision. Institute of Electrical and Electronics Engineers, p. 5056-5065 9009099. (Proceedings of the IEEE International Conference on Computer Vision).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 8 - Published
Improving Representation Learning in Autoencoders via Multidimensional Interpolation and Dual Regularizations
Qian, S., Li, G., Cao, W.-M., Liu, C., Wu, S. & Wong, H. S., Aug 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI-19). International Joint Conferences on Artificial Intelligence, p. 3268-3274 (IJCAI International Joint Conference on Artificial Intelligence).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 10 - Published
Enhancing TripleGAN for Semi-Supervised Conditional Instance Synthesis and Classification
Wu, S., Deng, G., Li, J., Li, R., Yu, Z. & Wong, H.-S., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition. IEEE Computer Society, p. 10083-10092 8953685. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 36 - Published
Multiobjective Semisupervised Classifier Ensemble
Yu, Z., Zhang, Y., Chen, C. L. P., You, J., Wong, H.-S., Dai, D. & Wu, S. & 1 others, , Jun 2019, In: IEEE Transactions on Cybernetics. 49, 6, p. 2280-2293Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 34 - Published
Mutual Learning of Complementary Networks via Residual Correction for Improving Semi-Supervised Classification
Wu, S., Li, J., Liu, C., Yu, Z. & Wong, H.-S., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition. IEEE Computer Society, p. 6493-6502 8954390. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 40 - Published
Encoding sparse and competitive structures among tasks in multi-task learning
Liu, C., Zheng, C.-T., Qian, S., Wu, S. & Wong, H.-S., Apr 2019, In: Pattern Recognition. 88, p. 689-701Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 5 - Published
Adaptive Semi-Supervised Classifier Ensemble for High Dimensional Data Classification
Yu, Z., Zhang, Y., You, J., Chen, C. L. P., Wong, H.-S., Han, G. & Zhang, J., Feb 2019, In: IEEE Transactions on Cybernetics. 49, 2, p. 366-379Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 62 - Published
Exploring Correlations Among Tasks, Clusters, and Features for Multitask Clustering
Cao, W., Wu, S., Yu, Z. & Wong, H.-S., Feb 2019, In: IEEE Transactions on Neural Networks and Learning Systems. 30, 2, p. 355-368Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 25 - Published
Hybrid Incremental Ensemble Learning for Noisy Real-World Data Classification
Yu, Z., Wang, D., Zhao, Z., Chen, C. L. P., You, J., Wong, H.-S. & Zhang, J., Feb 2019, In: IEEE Transactions on Cybernetics. 49, 2, p. 403-416Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 43 - Published
Structured Penalized Logistic Regression for Gene Selection in Gene Expression Data Analysis
Liu, C. & Wong, H. S., Feb 2019, In: IEEE/ACM Transactions on Computational Biology and Bioinformatics. 16, 1, p. 312-321Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 28 - Published
Unsupervised Multi-task Learning with Hierarchical Data Structure
Cao, W., Qian, S., Wu, S. & Wong, H.-S., Feb 2019, In: Pattern Recognition. 86, p. 248-264Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 11 - Published
Improving Domain-Specific Classification by Collaborative Learning with Adaptation Networks
Wu, S., Zhong, J., Cao, W., Li, R., Yu, Z. & Wong, H. S., Jan 2019, AAAI-19 / IAAI-19 / EAAI-19 Proceedings. California, USA: AAAI press, p. 5450-5457 8 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 33, no. 1).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 14 - 2018
- Published
Semi-supervised ensemble clustering based on selected constraint projection
Yu, Z., Luo, P., Liu, J., Wong, H.-S., You, J., Han, G. & Zhang, J., 1 Dec 2018, In: IEEE Transactions on Knowledge and Data Engineering. 30, 12, p. 2394-2407Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 60 - Published
Efficient Direct Structured Subspace Clustering
Cao, W.-M., Li, R., Qian, S., Wu, S. & Wong, H.-S., Dec 2018, Neural Information Processing: Proceedings, Part IV. Cheng, L., Leung, A. C. S. & Ozawa, S. (eds.). Springer Nature Switzerland AG, p. 181-190 (Lecture Notes in Computer Science; vol. LNCS 11304).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Published
Coupled learning for image generation and latent representation inference using mmd
Qian, S., Cao, W.-M., Li, R., Wu, S. & Wong, H.-S., Sept 2018, Advances in Multimedia Information Processing – PCM 2018 : 19th Pacific-Rim Conference on Multimedia, Hefei, China, September 21-22, 2018, Proceedings, Part II. Hong, R., Cheng, W.-H., Yamasaki, T., Wang, M. & Ngo, C.-W. (eds.). Springer Verlag, p. 430-440 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11165 LNCS).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Published
Self-supervised GAN for Image Generation by Correlating Image Channels
Qian, S., Cao, W.-M., Li, R., Wu, S. & Wong, H.-S., Sept 2018, Advances in Multimedia Information Processing – PCM 2018: Proceedings, Part II . Hong, R., Cheng, W.-H., Yamasaki, T., Wang, M. & Ngo, C.-W. (eds.). Springer Nature Switzerland AG, p. 78-88 (Lecture Notes in Computer Science; vol. LNCS 11165 ).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 1 - Published
Variant SemiBoost for Improving Human Detection in Application Scenes
Wu, S., Wong, H.-S. & Wang, S., Jul 2018, In: IEEE Transactions on Circuits and Systems for Video Technology. 28, 7, p. 1595-1608Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 19 - Published
Clustering by Local Gravitation
Wang, Z., Yu, Z., Chen, C. L. P., You, J., Gu, T., Wong, H.-S. & Zhang, J., May 2018, In: IEEE Transactions on Cybernetics. 48, 5, p. 1383-1396Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 79
