| 2025 | IJCNN | Reinforcement Learning for Option Hedging Using Quantile Regression and Curriculum Learning with Historical Data Fusion. | Qiao Pan, Long Zhu, Zhaoju Wang |
| 2023 | APSEC | A Single-sample Pruning and Clustering Method for Neural Network Verification. | Huanzhang Xiong, Gang Hou, Long Zhu, Jie Wang, Weiqiang Kong |
| 2010 | CVPR | Part and appearance sharing: Recursive Compositional Models for multi-view. | Long Zhu, Yuanhao Chen, Antonio Torralba, William T. Freeman, Alan L. Yuille |
| 2010 | CVPR | Latent hierarchical structural learning for object detection. | Long Zhu, Yuanhao Chen, Alan L. Yuille, William T. Freeman |
| 2010 | ECCV | Active Mask Hierarchies for Object Detection. | Yuanhao Chen, Long Zhu, Alan L. Yuille |
| 2009 | CVPR | Recursive compositional models: Representation, learning, and inference. | Long Zhu, Alan L. Yuille |
| 2008 | CVPR | Unsupervised learning of probabilistic object models (POMs) for object classification, segmentation and recognition. | Yuanhao Chen, Long Zhu, Alan L. Yuille, HongJiang Zhang |
| 2008 | CVPR | Max Margin AND/OR Graph learning for parsing the human body. | Long Zhu, Yuanhao Chen, Yifei Lu, Chenxi Lin, Alan L. Yuille |
| 2008 | CVPR | Structure-perceptron learning of a hierarchical log-linear model. | Long Zhu, Yuanhao Chen, Xingyao Ye, Alan L. Yuille |
| 2008 | ECCV | Unsupervised Structure Learning: Hierarchical Recursive Composition, Suspicious Coincidence and Competitive Exclusion. | Long Zhu, Chenxi Lin, Haoda Huang, Yuanhao Chen, Alan L. Yuille |
| 2003 | ICCV | Boosting Chain Learning for Object Detection. | Rong Xiao, Long Zhu, HongJiang Zhang |
| 2002 | ECCV | Statistical Learning of Multi-view Face Detection. | Stan Z. Li, Long Zhu, ZhenQiu Zhang, Andrew Blake, HongJiang Zhang, Harry Shum |