Boltzmann Machine and its Applications in Image Recognition. - Shifei Ding; Jian Zhang 019; Nan Zhang 014; Yanlu Hou (IIP, 2016)

Multi layer ELM-RBF for multi-label learning. - Nan Zhang 014; Shifei Ding; Jian Zhang 019 (Appl. Soft Comput., 2016)

Self-adaptive Extreme Learning Machine Optimized by Rough Set Theory and Affinity Propagation Clustering. - Li Xu; Shifei Ding; Xinzheng Xu; Nan Zhang 014 (Cogn. Comput., 2016)

Weight Uncertainty in Boltzmann Machine. - Jian Zhang 019; Shifei Ding; Nan Zhang 014; Yu Xue 004 (Cogn. Comput., 2016)

Denoising Laplacian multi-layer extreme learning machine. - Nan Zhang 014; Shifei Ding; Zhongzhi Shi (Neurocomputing, 2016)

Incremental extreme learning machine based on deep feature embedded. - Jian Zhang 019; Shifei Ding; Nan Zhang 014; Zhongzhi Shi (Int. J. Mach. Learn. Cybern., 2016)

Research on Point-wise Gated Deep Networks. - Nan Zhang 014; Shifei Ding; Jian Zhang 019; Yu Xue 004 (Appl. Soft Comput., 2017)

Unsupervised and semi-supervised extreme learning machine with wavelet kernel for high dimensional data. - Nan Zhang 014; Shifei Ding (Memetic Comput., 2017)

Unsupervised extreme learning machine with representational features. - Shifei Ding; Nan Zhang 014; Jian Zhang 019; Xinzheng Xu; Zhongzhi Shi (Int. J. Mach. Learn. Cybern., 2017)

Twin support vector machine: theory, algorithm and applications. - Shifei Ding; Nan Zhang 014; Xiekai Zhang; Fulin Wu (Neural Comput. Appl., 2017)

Multi-view Restricted Boltzmann Machines with Posterior Consistency. - Shifei Ding; Nan Zhang 014; Jian Zhang 019 (IIP, 2018)

An overview on probability undirected graphs and their applications in image processing. - Jian Zhang 019; Shifei Ding; Nan Zhang 014 (Neurocomputing, 2018)

An overview on Restricted Boltzmann Machines. - Nan Zhang 014; Shifei Ding; Jian Zhang 019; Yu Xue 004 (Neurocomputing, 2018)

Research of stacked denoising sparse autoencoder. - Lingheng Meng; Shifei Ding; Nan Zhang 014; Jian Zhang 019 (Neural Comput. Appl., 2018)

Multimodal correlation deep belief networks for multi-view classification. - Nan Zhang 014; Shifei Ding; Hongmei Liao; Weikuan Jia (Appl. Intell., 2019)

Adversarial Training Methods for Boltzmann Machines. - Jian Zhang 019; Shifei Ding; Nan Zhang 014; Weikuan Jia (IEEE Access, 2020)

Multi-view RBM with posterior consistency and domain adaptation. - Nan Zhang 014; Shifei Ding; Tongfeng Sun; Hongmei Liao; Lijuan Wang; Zhongzhi Shi (Inf. Sci., 2020)

Robust spike-and-slab deep Boltzmann machines for face denoising. - Nan Zhang 014; Shifei Ding; Jian Zhang 019; Xingyu Zhao 002 (Neural Comput. Appl., 2020)

Incomplete multiview nonnegative representation learning with multiple graphs. - Nan Zhang 014; Shiliang Sun (Pattern Recognit., 2022)

Multiview Graph Restricted Boltzmann Machines. - Nan Zhang 014; Shiliang Sun (IEEE Trans. Cybern., 2022)

Multiview Unsupervised Shapelet Learning for Multivariate Time Series Clustering. - Nan Zhang 014; Shiliang Sun (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Multiband seizure type classification based on 3D convolution with attention mechanisms. - Hui Huang 009; Peiyu Chen; Jianfeng Wen; Xuzhe Lu; Nan Zhang 014 (Comput. Biol. Medicine, 2023)

Knowledge graph relation reasoning with variational reinforcement network. - Wenbo Dong; Shiliang Sun; Jing Zhao 015; Nan Zhang 014 (Inf. Fusion, 2023)

Graph based Consistency Learning for Contrastive Multi-View Clustering. - Binbin Xu; Jun Yin 003; Nan Zhang 014 (ACM Multimedia, 2024)

Mgformer: Multi-group transformer for multivariate time series classification. - Jianfeng Wen; Nan Zhang 014; Xuzhe Lu; Zhongyi Hu 001; Hui Huang 009 (Eng. Appl. Artif. Intell., 2024)

Incomplete Multiview Nonnegative Representation Learning With Graph Completion and Adaptive Neighbors. - Shiliang Sun; Nan Zhang 014 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Efficient Multiview Representation Learning With Correntropy and Anchor Graph. - Nan Zhang 014; Xiaoqin Zhang 002; Shiliang Sun (IEEE Trans. Knowl. Data Eng., 2024)

A Lightweight Multi-Grained Image-Text Retrieval Paradigm via Cascaded Representation Learning and Parameter-Free Feature Aggregation. - Chenyu Lu; Nan Zhang 014; Shiliang Sun (IEEE Trans. Circuits Syst. Video Technol., 2024)

Multimodal Machine Translation with Visual Scene Graph Pruning. - Chenyu Lu; Shiliang Sun; Jing Zhao 015; Nan Zhang 014; Tengfei Song; Hao Yang 006 (CoRR, 2025)