| 2026 | AAAI | Interest-driven Deep Multi-modal Clustering. | Guoliang Zou, Tongji Chen, Sijia Li, Jin Qin, Yangdong Ye, Shizhe Hu |
| 2025 | AAAI | Multi-aspect Self-guided Deep Information Bottleneck for Multi-modal Clustering. | Shizhe Hu, Jiahao Fan, Guoliang Zou, Yangdong Ye |
| 2025 | AAAI | Self-supervised Trusted Contrastive Multi-view Clustering with Uncertainty Refined. | Shizhe Hu, Binyan Tian, Weibo Liu, Yangdong Ye |
| 2024 | AAAI | Live and Learn: Continual Action Clustering with Incremental Views. | Xiaoqiang Yan, Yingtao Gan, Yiqiao Mao, Yangdong Ye, Hui Yu |
| 2024 | CVPR | Differentiable Information Bottleneck for Deterministic Multi-View Clustering. | Xiaoqiang Yan, Zhixiang Jin, Fengshou Han, Yangdong Ye |
| 2024 | IJCAI | Self-supervised Weighted Information Bottleneck for Multi-view Clustering. | Zhengzheng Lou, Chaoyang Zhang, Hang Xue, Yangdong Ye, Qinglei Zhou, Shizhe Hu |
| 2023 | ICDE | Modeling Product's Visual and Functional Characteristics for Recommender Systems (Extended Abstract). | Bin Wu, Xiangnan He, Yu Chen, Liqiang Nie, Kai Zheng, Yangdong Ye |
| 2021 | AAAI | Deep Mutual Information Maximin for Cross-Modal Clustering. | Yiqiao Mao, Xiaoqiang Yan, Qiang Guo, Yangdong Ye |
| 2020 | ICASSP | Content Vs Context: How About "Walking Hand-In-Hand" For Image Clustering? | Shizhe Hu, Zhenquan Hou, Zhengzheng Lou, Yangdong Ye |
| 2020 | SDM | Heterogeneous Dual-Task Clustering with Visual-Textual Information. | Xiaoqiang Yan, Yiqiao Mao, Shizhe Hu, Yangdong Ye |
| 2018 | CVPR | Crowd Counting With Deep Negative Correlation Learning. | Zenglin Shi, Le Zhang, Yun Liu, Xiaofeng Cao, Yangdong Ye, Ming-Ming Cheng, Guoyan Zheng |
| 2017 | CVPR | Multi-task Clustering of Human Actions by Sharing Information. | Xiaoqiang Yan, Shizhe Hu, Yangdong Ye |
| 2016 | IJCAI | Unsupervised Human Action Categorization with Consensus Information Bottleneck Method. | Xiaoqiang Yan, Yangdong Ye, Xueying Qiu |
| 2013 | IJCAI | The Multi-Feature Information Bottleneck with Application to Unsupervised Image Categorization. | Zhengzheng Lou, Yangdong Ye, Xiaoqiang Yan |
| 2012 | CIKM | Parallel proximal support vector machine for high-dimensional pattern classification. | Zhenfeng Zhu, Xingquan Zhu, Yangdong Ye, Yue-Fei Guo, Xiangyang Xue |
| 2012 | ISDA | PPN: A probabilistic model for fault detection and diagnosis. | Wei She, Yangdong Ye |
| 2012 | PRICAI | Information Bottleneck with Local Consistency. | Zhengzheng Lou, Yangdong Ye, Zhenfeng Zhu |
| 2011 | CIKM | Transfer active learning. | Zhenfeng Zhu, Xingquan Zhu, Yangdong Ye, Yue-Fei Guo, Xiangyang Xue |
| 2008 | PRICAI | The Density-Based Agglomerative Information Bottleneck. | Yongli Ren, Yangdong Ye, Gang Li |
| 2006 | ADMA | Finding the Optimal Cardinality Value for Information Bottleneck Method. | Gang Li, Dong Liu, Yiqing Tu, Yangdong Ye |
| 2006 | PRICAI | Determine the Optimal Parameter for Information Bottleneck Method. | Gang Li, Dong Liu, Yangdong Ye, Jia Rong |
| 2005 | ISADS | Research on train group operation model in RITS. | Yangdong Ye, Zundong Zhang, Limin Jia, Honghua Dai |
| 2005 | KES | A Study of Train Group Operation Multi-agent Model Oriented to RITS. | Yangdong Ye, Zundong Zhang, Honghua Dai, Limin Jia |
| 2004 | IKE | Predictive Analysis Method Based on Railway Ticket Data Warehouse. | Guoqiang Cai, Yangdong Ye, Xiaoyan Lv, Limin Jia |