Hui Liu

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 44

Top Topics

Subspace Clustering

Negative Matrix Factorization

Top Venues

IEEE Trans. Circuits Syst. Video Technol.

IEEE Trans. Image Process.

IEEE Trans. Cybern.

Publications

Fuchao Yang, Yuheng Jia, Hui Liu, Yongqiang Dong, Junhui Hou
Noisy Label Removal for Partial Multi-Label Learning. KDD (2024)
Jianhan Qi, Yuheng Jia, Hui Liu, Junhui Hou
Superpixel Graph Contrastive Clustering with Semantic-Invariant Augmentations for Hyperspectral Images. CoRR (2024)
Meng You, Zhiyu Zhu, Hui Liu, Junhui Hou
NVS-Solver: Video Diffusion Model as Zero-Shot Novel View Synthesizer. CoRR (2024)
Jiahao Jiang, Yuheng Jia, Hui Liu, Junhui Hou
FairMatch: Promoting Partial Label Learning by Unlabeled Samples. KDD (2024)
Yuheng Jia, Jianhong Cheng, Hui Liu, Junhui Hou
Towards Calibrated Deep Clustering Network. CoRR (2024)
Xianqiang Lyu, Hui Liu, Junhui Hou
RainyScape: Unsupervised Rainy Scene Reconstruction using Decoupled Neural Rendering. CoRR (2024)
Meng You, Mantang Guo, Xianqiang Lyu, Hui Liu, Junhui Hou
Learning a Locally Unified 3D Point Cloud for View Synthesis. IEEE Trans. Image Process. 32 (2023)
Yuheng Jia, Guanxing Lu, Hui Liu, Junhui Hou
Semi-Supervised Subspace Clustering via Tensor Low-Rank Representation. IEEE Trans. Circuits Syst. Video Technol. 33 (7) (2023)
Jinhui Hou, Zhiyu Zhu, Junhui Hou, Hui Liu, Huanqiang Zeng, Deyu Meng
Deep Diversity-Enhanced Feature Representation of Hyperspectral Images. CoRR (2023)
Zhihao Peng, Hui Liu, Yuheng Jia, Junhui Hou
Deep Attention-Guided Graph Clustering With Dual Self-Supervision. IEEE Trans. Circuits Syst. Video Technol. 33 (7) (2023)
Jing Jin, Mantang Guo, Junhui Hou, Hui Liu, Hongkai Xiong
Light Field Reconstruction via Deep Adaptive Fusion of Hybrid Lenses. IEEE Trans. Pattern Anal. Mach. Intell. 45 (10) (2023)
Mantang Guo, Junhui Hou, Jing Jin, Hui Liu, Huanqiang Zeng, Jiwen Lu
Content-Aware Warping for View Synthesis. IEEE Trans. Pattern Anal. Mach. Intell. 45 (8) (2023)
Zhihao Peng, Hui Liu, Yuheng Jia, Junhui Hou
EGRC-Net: Embedding-Induced Graph Refinement Clustering Network. IEEE Trans. Image Process. 32 (2023)
Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong, Qingfu Zhang
Semisupervised Affinity Matrix Learning via Dual-Channel Information Recovery. IEEE Trans. Cybern. 52 (8) (2022)
Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong, Qingfu Zhang
Self-Supervised Symmetric Nonnegative Matrix Factorization. IEEE Trans. Circuits Syst. Video Technol. 32 (7) (2022)
Zhihao Peng, Yuheng Jia, Hui Liu, Junhui Hou, Qingfu Zhang
Maximum Entropy Subspace Clustering Network. IEEE Trans. Circuits Syst. Video Technol. 32 (4) (2022)
Zhihao Peng, Hui Liu, Yuheng Jia, Junhui Hou
Adaptive Attribute and Structure Subspace Clustering Network. IEEE Trans. Image Process. 31 (2022)
Hui Liu, Yuheng Jia, Junhui Hou, Qingfu Zhang
Learning Low-Rank Graph With Enhanced Supervision. IEEE Trans. Circuits Syst. Video Technol. 32 (4) (2022)
Hui Liu, Yuheng Jia, Junhui Hou, Qingfu Zhang
Global-Local Balanced Low-Rank Approximation of Hyperspectral Images for Classification. IEEE Trans. Circuits Syst. Video Technol. 32 (4) (2022)
Meng You, Mantang Guo, Xianqiang Lyu, Hui Liu, Junhui Hou
Learning A Unified 3D Point Cloud for View Synthesis. CoRR (2022)
Jinhui Hou, Zhiyu Zhu, Hui Liu, Junhui Hou
Rank-Enhanced Low-Dimensional Convolution Set for Hyperspectral Image Denoising. CoRR (2022)
Zhihao Peng, Hui Liu, Yuheng Jia, Junhui Hou
Attention-driven Graph Clustering Network. CoRR (2021)
Zhiyu Zhu, Hui Liu, Junhui Hou, Huanqiang Zeng, Qingfu Zhang
Semantic-embedded Unsupervised Spectral Reconstruction from Single RGB Images in the Wild. CoRR (2021)
Mantang Guo, Jing Jin, Hui Liu, Junhui Hou
Learning Dynamic Interpolation for Extremely Sparse Light Fields with Wide Baselines. CoRR (2021)
Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong, Qingfu Zhang
Multi-View Spectral Clustering Tailored Tensor Low-Rank Representation. IEEE Trans. Circuits Syst. Video Technol. 31 (12) (2021)
Zhiyu Zhu, Hui Liu, Junhui Hou, Sen Jia, Qingfu Zhang
Deep Amended Gradient Descent for Efficient Spectral Reconstruction from Single RGB Images. CoRR (2021)
Mantang Guo, Jing Jin, Hui Liu, Junhui Hou
Learning Dynamic Interpolation for Extremely Sparse Light Fields with Wide Baselines. ICCV (2021)
Zhihao Peng, Hui Liu, Yuheng Jia, Junhui Hou
Attention-driven Graph Clustering Network. ACM Multimedia (2021)
Zhiyu Zhu, Hui Liu, Junhui Hou, Sen Jia, Qingfu Zhang
Deep Amended Gradient Descent for Efficient Spectral Reconstruction From Single RGB Images. IEEE Trans. Computational Imaging 7 (2021)
Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong, Qingfu Zhang
Self-supervised Symmetric Nonnegative Matrix Factorization. CoRR (2021)
Yuheng Jia, Hui Liu, Junhui Hou, Qingfu Zhang
Clustering Ensemble Meets Low-rank Tensor Approximation. AAAI (2021)
Zhihao Peng, Hui Liu, Yuheng Jia, Junhui Hou
Adaptive Attribute and Structure Subspace Clustering Network. CoRR (2021)
Jing Jin, Hui Liu, Junhui Hou, Hongkai Xiong
Light Field Reconstruction via Attention-Guided Deep Fusion of Hybrid Lenses. CoRR (2021)
Zhiyu Zhu, Hui Liu, Junhui Hou, Huanqiang Zeng, Qingfu Zhang
Semantic-embedded Unsupervised Spectral Reconstruction from Single RGB Images in the Wild. ICCV (2021)
Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong
Semisupervised Adaptive Symmetric Non-Negative Matrix Factorization. IEEE Trans. Cybern. 51 (5) (2021)
Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong, Qingfu Zhang
Multi-View Spectral Clustering Tailored Tensor Low-Rank Representation. CoRR (2020)
Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong
Pairwise Constraint Propagation With Dual Adversarial Manifold Regularization. IEEE Trans. Neural Networks Learn. Syst. 31 (12) (2020)
Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong
Clustering-Aware Graph Construction: A Joint Learning Perspective. IEEE Trans. Signal Inf. Process. over Networks 6 (2020)
Zhihao Peng, Yuheng Jia, Hui Liu, Junhui Hou, Qingfu Zhang
Maximum Entropy Subspace Clustering Network. CoRR (2020)
Yuheng Jia, Hui Liu, Junhui Hou, Qingfu Zhang
Clustering Ensemble Meets Low-rank Tensor Approximation. CoRR (2020)
Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong
Clustering-aware Graph Construction: A Joint Learning Perspective. CoRR (2019)
Hui Liu, Yuheng Jia, Junhui Hou, Qingfu Zhang
Imbalance-aware Pairwise Constraint Propagation. ACM Multimedia (2019)
Junhui Hou, Hui Liu, Lap-Pui Chau
Graph-based transform for data decorrelation. DSP (2016)
Junhui Hou, Hui Liu, Lap-Pui Chau, Ying He, Jie Chen
Sparsifying orthogonal transforms with compact bases for data compression. APSIPA (2016)