Robust graph regularized discriminative nonnegative matrix factorization for characteristic gene selection. - Ling-Yun Dai; Chun-Mei Feng 001; Jin-Xing Liu 001; Chun-Hou Zheng 001; Mi-Xiao Hou; Jiguo Yu (BIBM, 2016)

A p-norm singular value decomposition method for robust tumor clustering. - Xiangzhen Kong; Jin-Xing Liu 001; Chun-Hou Zheng 001; Mi-Xiao Hou; Yao Lu 008 (BIBM, 2016)

Comparison of Non-negative Matrix Factorization Methods for Clustering Genomic Data. - Mi-Xiao Hou; Ying-Lian Gao; Jin-Xing Liu 001; Junliang Shang; Chun-Hou Zheng 001 (ICIC (2), 2016)

Robust Nonnegative Matrix Factorization via Joint Graph Laplacian and Discriminative Information for Identifying Differentially Expressed Genes. - Ling-Yun Dai; Chun-Mei Feng 001; Jin-Xing Liu 001; Chun-Hou Zheng 001; Jiguo Yu; Mi-Xiao Hou (Complex., 2017)

Sparse Orthogonal Nonnegative Matrix Factorization for Identifying Differentially Expressed Genes and Clustering Tumor Samples. - Ling-Yun Dai; Jin-Xing Liu 001; Rong Zhu; Xiang-Zhen Kong; Mi-Xiao Hou; Shasha Yuan (BIBM, 2018)

Performance Analysis of Non-negative Matrix Factorization Methods on TCGA Data. - Mi-Xiao Hou; Jin-Xing Liu 001; Junliang Shang; Ying-Lian Gao; Xiang-Zhen Kong; Ling-Yun Dai (ICIC (2), 2018)

Identifying Characteristic Genes and Clustering via an Lp-Norm Robust Feature Selection Method for Integrated Data. - Shasha Wu; Mi-Xiao Hou; Jin-Xing Liu 001; Juan Wang 003; Shasha Yuan (ICIC (2), 2018)

An Integrated Robust Graph Regularized Non-negative Matrix Factorization for Multi-dimensional Genomic Data Analysis. - Yong-Jing Hao; Mi-Xiao Hou; Rong Zhu; Jin-Xing Liu 001 (IDMB, 2019)

An Integrated Graph Regularized Non-Negative Matrix Factorization Model for Gene Co-Expression Network Analysis. - Ying-Lian Gao; Mi-Xiao Hou; Jin-Xing Liu 001; Xiang-Zhen Kong (IEEE Access, 2019)

PCA via joint graph Laplacian and sparse constraint: Identification of differentially expressed genes and sample clustering on gene expression data. - Chun-Mei Feng 001; Yong Xu 001; Mi-Xiao Hou; Ling-Yun Dai; Junliang Shang (BMC Bioinform., 2019)

Network analysis based on low-rank method for mining information on integrated data of multi-cancers. - Mi-Xiao Hou; Ying-Lian Gao; Jin-Xing Liu 001; Ling-Yun Dai; Xiang-Zhen Kong; Junliang Shang (Comput. Biol. Chem., 2019)

Hypergraph Regularized Discriminative Nonnegative Matrix Factorization on Sample Classification and Co-Differentially Expressed Gene Selection. - Yong-Jing Hao; Ying-Lian Gao; Mi-Xiao Hou; Ling-Yun Dai; Jin-Xing Liu 001 (Complex., 2019)

A supervised non-negative matrix factorization model for speech emotion recognition. - Mi-Xiao Hou; Jinxing Li; Guangming Lu 002 (Speech Commun., 2020)

Hierarchical Network Based on the Fusion of Static and Dynamic Features for Speech Emotion Recognition. - Qi Cao; Mixiao Hou; Bingzhi Chen; Zheng Zhang 006; Guangming Lu 002 (ICASSP, 2021)

Multimodal Emotion Recognition With Temporal and Semantic Consistency. - Bingzhi Chen; Qi Cao; Mixiao Hou; Zheng Zhang 006; Guangming Lu 002; David Zhang 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Multi-Modal Emotion Recognition with Self-Guided Modality Calibration. - Mixiao Hou; Zheng Zhang 006; Guangming Lu 002 (ICASSP, 2022)

Improved Deep Unsupervised Hashing with Fine-grained Semantic Similarity Mining for Multi-Label Image Retrieval. - Zeyu Ma 001; Xiao Luo 001; Yingjie Chen; Mixiao Hou; Jinxing Li; Minghua Deng; Guangming Lu 002 (IJCAI, 2022)

Recursive Feature Diversity Network for audio super-resolution. - Bo Jiang 017; Mixiao Hou; Jiahuan Wang; Yao Lu 008; David Zhang 001; Guangming Lu 002 (Speech Commun., 2022)

Multi-View Speech Emotion Recognition Via Collective Relation Construction. - Mixiao Hou; Zheng Zhang 006; Qi Cao; David Zhang 001; Guangming Lu 002 (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

Multimodal Emotion Interaction and Visualization Platform. - Zheng Zhang 006; Songling Chen; Mixiao Hou; Guangming Lu 002 (ACM Multimedia, 2023)

Semantic Alignment Network for Multi-Modal Emotion Recognition. - Mixiao Hou; Zheng Zhang 006; Chang Liu; Guangming Lu 002 (IEEE Trans. Circuits Syst. Video Technol., 2023)

Efficient U-Shape Invertible Neural Network for Image Steganography. - Le Zhang; Tong Li; Yao Lu 008; Mixiao Hou; Guangming Lu 002 (ICME, 2024)