Unsupervised object category discovery via information bottleneck method. - Zhengzheng Lou; Yangdong Ye; Dong Liu (ACM Multimedia, 2010)

Image segmentation via IB method. - Nan Wu; Yangdong Ye; Zhengzheng Lou (FSKD, 2011)

Information Bottleneck with Local Consistency. - Zhengzheng Lou; Yangdong Ye; Zhenfeng Zhu (PRICAI, 2012)

The Multi-Feature Information Bottleneck with Application to Unsupervised Image Categorization. - Zhengzheng Lou; Yangdong Ye; Xiaoqiang Yan (IJCAI, 2013)

Unsupervised video categorization based on multivariate information bottleneck method. - Xiaoqiang Yan; Yangdong Ye; Zhengzheng Lou (Knowl. Based Syst., 2015)

Incorporating side information into multivariate Information Bottleneck for generating alternative clusterings. - Yangdong Ye; Ruina Liu; Zhengzheng Lou (Pattern Recognit. Lett., 2015)

一种面向非平衡数据的多簇IB算法 (Multi-clusters IB Algorithm for Imbalanced Data Set). - Peng Jiang; Yangdong Ye; Zhengzheng Lou (计算机科学, 2016)

A data selection framework for k-means algorithm to mine high precision clusters. - Zhengzheng Lou; Chaoyang Zhang (ICNC-FSKD, 2017)

基于LSTM神经网络的短期高压负荷电流预测方法 (Short-term High Voltage Load Current Prediction Method Based on LSTM Neural Network). - Yang Zhang; Bo Ji; Hongxing Lu; Zhengzheng Lou (计算机科学, 2019)

Content Vs Context: How About "Walking Hand-In-Hand" For Image Clustering? - Shizhe Hu; Zhenquan Hou; Zhengzheng Lou; Yangdong Ye (ICASSP, 2020)

Multi-task Information Bottleneck Co-clustering for Unsupervised Cross-view Human Action Categorization. - Xiaoqiang Yan; Zhengzheng Lou; Shizhe Hu; Yangdong Ye (ACM Trans. Knowl. Discov. Data, 2020)

Multi-view content-context information bottleneck for image clustering. - Shizhe Hu; Bo Wang; Zhengzheng Lou; Yangdong Ye (Expert Syst. Appl., 2021)

A Parameter-free Multi-view Information Bottleneck Clustering Method by Cross-view Weighting. - Shizhe Hu; Ruilin Geng; Zhaoxu Cheng; Chaoyang Zhang; Guoliang Zou; Zhengzheng Lou; Yangdong Ye (ACM Multimedia, 2022)

Predicting miRNA-disease associations via learning multimodal networks and fusing mixed neighborhood information. - Zhengzheng Lou; Zhaoxu Cheng; Hui Li; Zhixia Teng; Yang Liu; Zhen Tian (Briefings Bioinform., 2022)

View-Wise Versus Cluster-Wise Weight: Which Is Better for Multi-View Clustering? - Shizhe Hu; Zhengzheng Lou; Yangdong Ye (IEEE Trans. Image Process., 2022)

A Graph Neural Recommendation With Role Information Enhancement. - Zhengzheng Lou; Junjiao Zhu; Bin Wu (ICNC-FSKD, 2023)

Density and node closeness based clustering method for community detection. - Imam Yagoub; Zhengzheng Lou; Baozhi Qiu; Junaid Abdul Wahid; Tahir Saad (J. Intell. Fuzzy Syst., 2023)

Multi-View Clustering via Triplex Information Maximization. - Chaoyang Zhang; Zhengzheng Lou; Qinglei Zhou; Shizhe Hu (IEEE Trans. Image Process., 2023)

Joint contrastive triple-learning for deep multi-view clustering. - Shizhe Hu; Guoliang Zou; Chaoyang Zhang; Zhengzheng Lou; Ruilin Geng; Yangdong Ye (Inf. Process. Manag., 2023)

Self-supervised Weighted Information Bottleneck for Multi-view Clustering. - Zhengzheng Lou; Chaoyang Zhang; Hang Xue; Yangdong Ye; Qinglei Zhou; Shizhe Hu (IJCAI, 2024)

Clustering scRNA-seq data with the cross-view collaborative information fusion strategy. - Zhengzheng Lou; Xiaojiao Wei; Yuanhao Hu; Shizhe Hu; Yucong Wu; Zhen Tian (Briefings Bioinform., 2024)

Nice to meet images with Big Clusters and Features: A cluster-weighted multi-modal co-clustering method. - Chaoyang Zhang; Hang Xue; Kai Nie; Xihui Wu; Zhengzheng Lou; Shouyi Yang; Qinglei Zhou; Shizhe Hu (Inf. Process. Manag., 2024)

Multiview Clustering With Propagating Information Bottleneck. - Shizhe Hu; Zenglin Shi; Xiaoqiang Yan; Zhengzheng Lou; Yangdong Ye (IEEE Trans. Neural Networks Learn. Syst., 2024)

A Survey on Information Bottleneck. - Shizhe Hu; Zhengzheng Lou; Xiaoqiang Yan; Yangdong Ye (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Parameter-Free Deep Multi-Modal Clustering With Reliable Contrastive Learning. - Zhengzheng Lou; Hang Xue; Yanzheng Wang; Chaoyang Zhang; Xin Yang; Shizhe Hu (IEEE Trans. Image Process., 2025)

Deep Multiview Clustering by Pseudo-Label Guided Contrastive Learning and Dual Correlation Learning. - Shizhe Hu; Chengkun Zhang; Guoliang Zou; Zhengzheng Lou; Yangdong Ye (IEEE Trans. Neural Networks Learn. Syst., 2025)