Incremental kernel non-negative matrix factorization for hyperspectral unmixing. - Risheng Huang; Xiaorun Li; Liaoying Zhao (IGARSS, 2016)

Nonnegative matrix factorization with data-guided constraints. - Risheng Huang; Xiaorun Li; Liaoying Zhao (IGARSS, 2017)

A novel Bayesian lasso model based on spatial-correlated sparsity for semisupervised hyperspectral unmixing. - Huiyun Jiao; Risheng Huang; Xiaorun Li; Liaoying Zhao (IGARSS, 2017)

Nonnegative Matrix Factorization With Data-Guided Constraints For Hyperspectral Unmixing. - Risheng Huang; Xiaorun Li; Liaoying Zhao (Remote. Sens., 2017)

Hyperspectral Unmixing Based on Incremental Kernel Nonnegative Matrix Factorization. - Risheng Huang; Xiaorun Li; Liaoying Zhao (IEEE Trans. Geosci. Remote. Sens., 2018)

Two-Dimensional Robust Nonnegative Matrix Factorization for Hyperspectral Unmixing. - Risheng Huang; Haiqiang Lu; Xiaorun Li; Liaoying Zhao (IGARSS, 2019)

RepGN: Object Detection with Relational Proposal Graph Network. - Xingjian Du; Xuan Shi; Risheng Huang (CoRR, 2019)

Parameterized Nonlinear Least Squares for Unsupervised Nonlinear Spectral Unmixing. - Risheng Huang; Xiaorun Li; Haiqiang Lu; Jing Li; Liaoying Zhao (Remote. Sens., 2019)

Spectral-Spatial Robust Nonnegative Matrix Factorization for Hyperspectral Unmixing. - Risheng Huang; Xiaorun Li; Liaoying Zhao (IEEE Trans. Geosci. Remote. Sens., 2019)

Adaptive Compact Attention For Few-shot Video-to-video Translation. - Risheng Huang; Li Shen 008; Xuan Wang 009; Cheng Lin; Hao-Zhi Huang 001 (CoRR, 2020)

Multimodality Functional Magnetic Resonance Imaging Assisted Treatment of Primary Insomnia and Anxiety and Depression. - Guanfeng Chen; Risheng Huang; Bingqing Sun; Jingfa Zhu; Hongchun Zhang; Jieyun Chen (J. Medical Imaging Health Informatics, 2021)

Correntropy-Based Spatial-Spectral Robust Sparsity-Regularized Hyperspectral Unmixing. - Xiaorun Li; Risheng Huang; Liaoying Zhao (IEEE Trans. Geosci. Remote. Sens., 2021)

Hyperspectral Unmixing Using Robust Deep Nonnegative Matrix Factorization. - Risheng Huang; Huiyun Jiao; Xiaorun Li; Shuhan Chen; Chaoqun Xia (Remote. Sens., 2023)

Robust Hyperspectral Unmixing with Practical Learning-Based Hyperspectral Image Denoising. - Risheng Huang; Xiaorun Li; Yiming Fang; Zeyu Cao; Chaoqun Xia (Remote. Sens., 2023)

FusionDreamer: Consistent Images Generation from Sparse-view Images. - Yige Wang; Risheng Huang; Haozhi Huang 001; Zongqing Lu 001 (ICME, 2024)

Noise Modeling and Learning-Based Hyperspectral Image Denoising Used for Hyperspectral Unmixing. - Risheng Huang; Xiaorun Li; Jigang Ding; Shuhan Chen (IGARSS, 2024)

Toward Representing Identical Privacy-Preserving Graph Neural Network via Split Learning. - Yiming Fang; Huiyun Jiao; Risheng Huang (IEEE Access, 2024)

Separable Spatial-Temporal Patch-Tensor Pair Completion for Infrared Small Target Detection. - Chaoqun Xia; Shuhan Chen; Risheng Huang; Jie Hu; Zhaomin Chen (IEEE Trans. Geosci. Remote. Sens., 2024)