| 2013 | AAAI | Rates for Inductive Learning of Compositional Models. | Adrian Barbu, Maria Pavlovskaia, Song Chun Zhu |
| 2013 | CVPR | Weakly Supervised Learning for Attribute Localization in Outdoor Scenes. | Shuo Wang, Jungseock Joo, Yizhou Wang, Song Chun Zhu |
| 2012 | ECCV | Cost-Sensitive Top-Down/Bottom-Up Inference for Multiscale Activity Recognition. | Mohamed R. Amer, Dan Xie, Mingtian Zhao, Sinisa Todorovic, Song Chun Zhu |
| 2010 | CVPR | Discovering scene categories by information projection and cluster sampling. | Dengxin Dai, Tianfu Wu, Song Chun Zhu |
| 2010 | CVPR | Learning a probabilistic model mixing 3D and 2D primitives for view invariant object recognition. | Wenze Hu, Song Chun Zhu |
| 2010 | ECCV | Learning Artistic Lighting Template from Portrait Photographs. | Xin Jin, Mingtian Zhao, Xiaowu Chen, Qinping Zhao, Song Chun Zhu |
| 2009 | CVPR | Flow mosaicking: Real-time pedestrian counting without scene-specific learning. | Yang Cong, Haifeng Gong, Song Chun Zhu, Yandong Tang |
| 2009 | CVPR | Layered graph matching by composite cluster sampling with collaborative and competitive interactions. | Liang Lin, Kun Zeng, Xiaobai Liu, Song Chun Zhu |
| 2009 | CVPR | Trajectory parsing by cluster sampling in spatio-temporal graph. | Xiaobai Liu, Liang Lin, Song Chun Zhu, Hai Jin |
| 2009 | CVPR | Learning mixed templates for object recognition. | Zhangzhang Si, Haifeng Gong, Ying Nian Wu, Song Chun Zhu |
| 2009 | ICCV | Evaluating information contributions of bottom-up and top-down processes. | Xiong Yang, Tianfu Wu, Song Chun Zhu |
| 2009 | ICCV | Learning deformable action templates from cluttered videos. | Benjamin Z. Yao, Song Chun Zhu |
| 2008 | CVPR | An integrated background model for video surveillance based on primal sketch and 3D scene geometry. | Wenze Hu, Haifeng Gong, Song Chun Zhu, Yongtian Wang |
| 2008 | CVPR | A hierarchical and contextual model for aerial image understanding. | Jake Porway, Kristy Wang, Benjamin Z. Yao, Song Chun Zhu |
| 2007 | CVPR | Layered Graph Match with Graph Editing. | Liang Lin, Song Chun Zhu, Yongtian Wang |
| 2007 | CVPR | Mapping Natural Image Patches by Explicit and Implicit Manifolds. | Kent Shi, Song Chun Zhu |
| 2007 | CVPR | A Multi-Resolution Dynamic Model for Face Aging Simulation. | Jin-Li Suo, Feng Min, Song Chun Zhu, Shiguang Shan, Xilin Chen |
| 2007 | CVPR | Compositional Boosting for Computing Hierarchical Image Structures. | Tianfu Wu, Gui-Song Xia, Song Chun Zhu |
| 2007 | ICCV | An Empirical Study of Object Category Recognition: Sequential Testing with Generalized Samples. | Liang Lin, Shaowu Peng, Jake Porway, Song Chun Zhu, Yongtian Wang |
| 2007 | ICCV | Deformable Template As Active Basis. | Ying Nian Wu, Zhangzhang Si, Chuck Fleming, Song Chun Zhu |
| 2006 | CVPR | Composite Templates for Cloth Modeling and Sketching. | Hong Chen, Zi Jian Xu, Ziqiang Liu, Song Chun Zhu |
| 2005 | CVPR | A Generative Model of Human Hair for Hair Sketching. | Hong Chen, Song Chun Zhu |
| 2005 | CVPR | Cloth Representation by Shape from Shading with Shading Primitives. | Feng Han, Song Chun Zhu |
| 2005 | CVPR | A High Resolution Grammatical Model for Face Representation and Sketching. | Zijian Xu, Hong Chen, Song Chun Zhu |
| 2005 | ICCV | Incorporating Visual Knowledge Representation in Stereo Reconstruction. | Adrian Barbu, Song Chun Zhu |
| 2005 | ICCV | Bottom-up/Top-Down Image Parsing by Attribute Graph Grammar. | Feng Han, Song Chun Zhu |
| 2005 | ICCV | Perceptual Scale Space and its Applications. | Yizhou Wang, Siavosh Bahrami, Song Chun Zhu |
| 2004 | CVPR | Multigrid and Multi-Level Swendsen-Wang Cuts for Hierarchic Graph Partition. | Adrian Barbu, Song Chun Zhu |
| 2004 | CVPR | Information Scaling Laws in Natural Scenes. | Cheng-en Guo, Ying Nian Wu, Song Chun Zhu |
| 2004 | CVPR | Modeling Complex Motion by Tracking and Editing Hidden Markov Graphs. | Yizhou Wang, Song Chun Zhu |
| 2003 | ICCV | Graph Partition by Swendsen-Wang Cuts. | Adrian Barbu, Song Chun Zhu |
| 2003 | ICCV | A Multi-scale Generative Model for Animate Shapes and Parts. | Aleksandr Dubinskiy, Song Chun Zhu |
| 2003 | ICCV | Towards a Mathematical Theory of Primal Sketch and Sketchability. | Cheng-en Guo, Song Chun Zhu, Ying Nian Wu |
| 2003 | ICCV | Image Parsing: Unifying Segmentation, Detection, and Recognition. | Zhuowen Tu, Xiangrong Chen, Alan L. Yuille, Song Chun Zhu |
| 2003 | ICCV | Modeling Textured Motion : Particle, Wave and Sketch. | Yizhou Wang, Song Chun Zhu |
| 2002 | ECCV | A Stochastic Algorithm for 3D Scene Segmentation and Reconstruction. | Feng Han, Zhuowen Tu, Song Chun Zhu |
| 2002 | ECCV | Parsing Images into Region and Curve Processes. | Zhuowen Tu, Song Chun Zhu |
| 2002 | ECCV | A Generative Method for Textured Motion: Analysis and Synthesis. | Yizhou Wang, Song Chun Zhu |
| 2002 | ECCV | Statistical Modeling of Texture Sketch. | Ying Nian Wu, Song Chun Zhu, Cheng-en Guo |
| 2002 | ECCV | What Are Textons? | Song Chun Zhu, Cheng-en Guo, Ying Nian Wu, Yizhou Wang |
| 2001 | ICCV | Example-Based Facial Sketch Generation with Non-parametric Sampling. | Hong Chen, Ying-Qing Xu, Heung-Yeung Shum, Song Chun Zhu, Nanning Zheng |
| 2001 | ICCV | Visual Learning by Integrating Descriptive and Generative Methods. | Cheng-en Guo, Song Chun Zhu, Ying Nian Wu |
| 2001 | ICCV | Learning Inhomogeneous Gibbs Model of Faces by Minimax Entropy. | Ce Liu, Song Chun Zhu, Heung-Yeung Shum |
| 2001 | ICCV | Image Segmentation by Data Driven Markov Chain Monte Carlo. | Zhuowen Tu, Song Chun Zhu, Heung-Yeung Shum |
| 2000 | CVPR | Order Parameters for Minimax Entropy Distributions: When Does High Level Knowledge Help? | Alan L. Yuille, James M. Coughlan, Song Chun Zhu, Ying Nian Wu |
| 2000 | CVPR | Learning in Gibbsian Fields: How Accurate and How Fast Can It Be? | Song Chun Zhu, Xiuwen Liu |
| 2000 | CVPR | Integrating Bottom-Up/Top-Down for Object Recognition by Data Driven Markov Chain Monte Carlo. | Song Chun Zhu, Rong Zhang, Zhuowen Tu |
| 1999 | CVPR | Fundamental Bounds on Edge Detection: An Information Theoretic Evaluation of Different Edge Cues. | Scott Konishi, Alan L. Yuille, James M. Coughlan, Song Chun Zhu |
| 1999 | ICCV | Equivalence of Julesz and Gibbs Texture Ensembles. | Ying Nian Wu, Song Chun Zhu, Xiuwen Liu |
| 1998 | CVPR | Stochastic Computation of Medial Axis in Markov Random Fields. | Song Chun Zhu |
| 1998 | ICCV | GRADE: Gibbs Reaction and Diffusion Equation. | Song Chun Zhu, David Mumford |
| 1997 | CVPR | Learning Generic Prior Models for Visual Computation. | Song Chun Zhu, David Mumford |
| 1996 | CVPR | FRAME: Filters, Random fields, and Minimax Entropy - Towards a Unified Theory for Texture Modeling. | Song Chun Zhu, Ying Nian Wu, David Mumford |
| 1995 | ICCV | Region Competition: Unifying Snakes, Region Growing, Energy/Bayes/MDL for Multi-band Image Segmentation. | Song Chun Zhu, Tai Sing Lee, Alan L. Yuille |
| 1995 | ICCV | FORMS: A Flexible Object Recognition and Modelling System. | Song Chun Zhu, Alan L. Yuille |
| 1994 | ICIP | A Framework for Shape Representation and Recognition. | Song Chun Zhu, Alan L. Yuille |