Assistant Professor
Caritas Institute of Higher Education
Contact:
School of Computing & Information Sciences
Caritas Institute of Higher Education
2 Chui Ling Lane, Tseung Kwan O.
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Local-Global Balanced Low-rank Approximation of Hyperspectral Images for Classification, Hui Liu,Yuheng Jia, Junhui Hou, and Qingfu Zhang, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2022.
Learning Low-rank Graph with Enhanced Supervision, Hui Liu,Yuheng Jia, Junhui Hou, and Qingfu Zhang, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)， 2022.
Adaptive Attribute and Structure Subspace Clustering Network, Zhihao Peng, Hui Liu,Yuheng Jia, and Junhui Hou IEEE Transactions on Image Processing (TIP)， 2022
Maximum Entropy Subspace Clustering Network, Zhihao Peng, Yuheng Jia, Hui Liu,Junhui Hou, and Qingfu Zhang, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2022.
Selfsupervised Symmetric Non-negative Matrix Factorization, Yuheng Jia, Hui Liu,Junhui Hou, Sam Kwong, and Qingfu Zhang, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2022.
Deep Amended Gradient Descent for Efficient Spectral Reconstruction from Single RGB Images, Zhiyu Zhu, Hui Liu,Junhui Hou, Sen Jia, and Qingfu Zhang, IEEE Transactions on Computational Imaging (TCI), 2021.
Multiview Spectral Clustering Tailored Tensor Low-rank Representation, Yuheng Jia, Hui Liu,Junhui Hou, Sam Kwong, and Qingfu Zhang, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2021.
Semi-supervised Affinity Matrix Learning via Dual-channel Information Recovery, Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong, and Qingfu Zhang, IEEE Transactions on Cybernetics (TCYB)， 2021.
Clustering-aware Graph Construction: A Joint Learning Perspective, Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong, and Qingfu Zhang, IEEE Transactions on Signal and Information Processing over Networks (TSIPN), 2020.
Semi-supervised Adaptive Symmetric Nonnegative Matrix Factorization, Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong, and Qingfu Zhang, IEEE Transactions on Cybernetics (TCYB)， 2020.
Pairwise Constraint Propagation with Dual Adversarial Manifold Regularization, Yuheng Jia, Hui Liu, Junhui Hou, , and Sam Kwong, IEEE Transactions on Neural Networks and Learning Systems (TNNLS)， 2020.
Single Underwater Image Restoration Using Adaptive Attenuation-Curve Prior, Yi Wang, Hui Liu, and Lap-Pui Chau, IEEE Transactions on Circuits and Systems I (TCASI)， 2017.
Imbalance-aware Pairwise Constraint Propagation, Hui Liu,Yuheng Jia, Junhui Hou, and Qingfu Zhang, in Proc. ACM International Conference on Multimedia (ACM MM), 2019.
Attention-driven Graph Clustering Network, Zhihao Peng, Hui Liu,Yuheng Jia, , and Junhui Hou, in Proc. ACM International Conference on Multimedia (ACM MM), 2021.
Clustering Ensemble Meets Low-rank Tensor Approximation, Yuheng Jia , Hui Liu, Junhui Hou, and Qingfu Zhang, in Proc. AAAI Conference on Artificial Intelligence (AAAI), 2021.
Semantic-Embedded Unsupervised Spectral Reconstruction from Single RGB Images in the Wild, Zhiyu Zhu , Hui Liu, Junhui Hou, and Huanqiang Zeng, IEEE/CVF International Conference on Computer Vision (ICCV), 2021.
Learning Dynamic Interpolation for Extremely Sparse Light Fields with Wide Baselines, Mantang Guo , Jing Jin, Hui Liu, and Junhui Hou, IEEE/CVF International Conference on Computer Vision (ICCV), 2021.
Single Underwater Image Restoration using attenuation curves, Yi Wang , Hui Liu, and Lap-Pui Chau, in Proc.IEEE International Symposium on Circuits and Systems (ISCAS), 2017.