Dr. JIA Yuheng (賈育衡)
Research Output
- 2021
- 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 - Publication in refereed journal › peer-review
Scopus citations: 73 - Published
Attention-driven Graph Clustering Network
Peng, Z., Liu, H., Jia, Y. & Hou, J., 2021, MM '21: Proceedings of the 29th ACM International Conference on Multimedia. New York: Association for Computing Machinery, p. 935–943 (MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 105 - Published
Superpixel-guided Discriminative Low-rank Representation of Hyperspectral Images for Classification
Yang, S., Hou, J., Jia, Y., Mei, S. & Du, Q., 2021, In: IEEE Transactions on Image Processing. 30, p. 8823-8835Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 27 - 2020
- 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. 5575-5587Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 25 - Published
Hyperspectral Image Classification via Sparse Representation With Incremental Dictionaries
Yang, S., Hou, J., Jia, Y., Mei, S. & Du, Q., Sept 2020, In: IEEE Geoscience and Remote Sensing Letters. 17, 9, p. 1598-1602 8892586.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 12 - 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 - Publication in refereed journal › peer-review
Scopus citations: 76 - 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. 1794-1804Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 5 - 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. 357-370Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 18 - 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 - Publication in refereed journal › peer-review
Scopus citations: 7 - 2019
- 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. Association for Computing Machinery (ACM), p. 1605-1613 (MM - Proceedings of the ACM International Conference on Multimedia).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 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 - Publication in refereed journal › peer-review
Scopus citations: 19 - 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 - Publication in refereed journal › peer-review
Scopus citations: 33 - 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 - Publication in refereed journal › peer-review
Scopus citations: 9 - 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. 56-68Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 15 - 2018
- 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. 6348-6361Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 73 - 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) . Institute of Electrical and Electronics Engineers, Inc.Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 11 - 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. Institute of Electrical and Electronics Engineers, Inc., 8491677. (IEEE International Conference on Fuzzy Systems; vol. 2018-July).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 4 - 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. 263-281Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 100 - 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 - Publication in refereed journal › peer-review
Scopus citations: 35 - 2017
- Published
Joint Machine Learning and Game Theory for Rate Control in High Efficiency Video Coding
Gao, W., Kwong, S. & Jia, Y., Dec 2017, In: IEEE Transactions on Image Processing. 26, 12, p. 6074-6089 8016626.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 63
