Fast Optimization Algorithm on Riemannian Manifolds and Its Application in Low-Rank Representation. - Haoran Chen 004; Yanfeng Sun; Junbin Gao; Yongli Hu (CoRR, 2015)

Partial Least Squares Regression on Riemannian Manifolds and Its Application in Classifications. - Haoran Chen 004; Yanfeng Sun; Junbin Gao; Yongli Hu; Baocai Yin (CoRR, 2016)

L1-2DPCA Revisit via Optimization on Product Manifolds. - Haoran Chen 004; Yanfeng Sun; Junbin Gao; Yongli Hu; Fujiao Ju (DICTA, 2017)

Locality Preserving Projections for Grassmann manifold. - Boyue Wang; Yongli Hu; Junbin Gao; Yanfeng Sun; Haoran Chen 004; Muhammad Ali 005; Baocai Yin (IJCAI, 2017)

Locality Preserving Projections for Grassmann manifold. - Boyue Wang; Yongli Hu; Junbin Gao; Yanfeng Sun; Haoran Chen 004; Baocai Yin (CoRR, 2017)

Fast optimization algorithm on Riemannian manifolds and its application in low-rank learning. - Haoran Chen 004; Yanfeng Sun; Junbin Gao; Yongli Hu; Baocai Yin (Neurocomputing, 2018)

Maximally Correlated Principal Component Analysis Based on Deep Parameterization Learning. - Haoran Chen 004; Jinghua Li; Junbin Gao; Yanfeng Sun; Yongli Hu; Baocai Yin (ACM Trans. Knowl. Discov. Data, 2019)

Solving Partial Least Squares Regression via Manifold Optimization Approaches. - Haoran Chen 004; Yanfeng Sun; Junbin Gao; Yongli Hu; Baocai Yin (IEEE Trans. Neural Networks Learn. Syst., 2019)

DaDL-SChlo: protein subchloroplast localization prediction based on generative adversarial networks and pre-trained protein language model. - Xiao Wang 009; Lijun Han; Rong Wang; Haoran Chen 004 (Briefings Bioinform., 2023)

Multi-level correlation mining framework with self-supervised label generation for multimodal sentiment analysis. - Zuhe Li; Qingbing Guo; Yushan Pan; Weiping Ding 001; Jun Yu 011; Yazhou Zhang; Weihua Liu; Haoran Chen 004; Hao Wang 003; Ying Xie (Inf. Fusion, 2023)

Low-rank Representation with Adaptive Dimensionality Reduction via Manifold Optimization for Clustering. - Haoran Chen 004; Xu Chen; Hongwei Tao; Zuhe Li; Xiao Wang 009 (ACM Trans. Knowl. Discov. Data, 2023)

Hierarchical denoising representation disentanglement and dual-channel cross-modal-context interaction for multimodal sentiment analysis. - Zuhe Li; Zhenwei Huang; Yushan Pan; Jun Yu 011; Weihua Liu; Haoran Chen 004; Yiming Luo; Di Wu 035; Hao Wang 003 (Expert Syst. Appl., 2024)

PDRLRR: A novel low-rank representation with projection distance regularization via manifold optimization for clustering. - Haoran Chen 004; Xu Chen; Hongwei Tao; Zuhe Li; Boyue Wang (Pattern Recognit., 2024)

A food safety traceability system based on trusted double chain. - Haoran Chen 004; Jiafan Wang 005; Hongwei Tao; Yinghui Hu; Yanan Du (Int. J. Comput. Sci. Eng., 2025)

Multimodal sentiment analysis based on disentangled representation learning and cross-modal-context association mining. - Zuhe Li; Panbo Liu; Yushan Pan; Weiping Ding 001; Jun Yu 011; Haoran Chen 004; Weihua Liu; Yiming Luo; Hao Wang 003 (Neurocomputing, 2025)

Research and application of two-dimensional partial least squares regression with manifold optimization-based Gaussian filter. - Haoran Chen 004; Kai Wu; Huaiguang Wu; Jiafan Wang 005; Hongwei Tao; Zuhe Li; Xiao Wang 009 (J. Electronic Imaging, 2025)

Representation distribution matching and dynamic routing interaction for multimodal sentiment analysis. - Zuhe Li; Zhenwei Huang; Xiaojiang He; Jun Yu 011; Haoran Chen 004; Chenguang Yang 001; Yushan Pan (Knowl. Based Syst., 2025)

Text-dominant multimodal perception network for sentiment analysis based on cross-modal semantic enhancements. - Zuhe Li; Panbo Liu; Yushan Pan; Jun Yu 011; Weihua Liu; Haoran Chen 004; Yiming Luo; Hao Wang 076 (Appl. Intell., 2025)

DAPLSR: Data Augmentation Partial Least Squares Regression Model via Manifold Optimization. - Haoran Chen 004; Jiapeng Liu; Jiafan Wang 005; Wenjun Shi (CoRR, 2025)

Deep residual PLSR model with manifold optimization and Gaussian filter for enhanced image classification. - Xiao Li; Kai Wu; Haoran Chen 004; Wenjun Song; Hongwei Tao; Zuhe Li; Yanan Du (Vis. Comput., 2025)

Two-dimensional PLSR with manifold optimization based CNN for image classification. - Haoran Chen 004; Kai Wu; Wenjun Song; Hongwei Tao; Zuhe Li; Xiao Li; Yanan Du (Int. J. Mach. Learn. Cybern., 2025)