| 2026 | AAAI | MedReasoner: Reinforcement Learning Drives Reasoning Grounding from Clinical Thought to Pixel-Level Precision. | Zhonghao Yan, Muxi Diao, Yuxuan Yang, Ruoyan Jing, Jiayuan Xu, Kaizhou Zhang, Lele Yang, Yanxi Liu, Kongming Liang, Zhanyu Ma |
| 2025 | WACV | Recurrence-Based Vanishing Point Detection. | Skanda Bharadwaj, Robert T. Collins, Yanxi Liu |
| 2023 | ICONIP | Enhancing Heterogeneous Graph Contrastive Learning with Strongly Correlated Subgraphs. | Yanxi Liu, Bo Lang |
| 2020 | ECCV | From Image to Stability: Learning Dynamics from Human Pose. | Jesse Scott, Bharadwaj Ravichandran, Christopher Funk, Robert T. Collins, Yanxi Liu |
| 2017 | ICCV | Beyond Planar Symmetry: Modeling Human Perception of Reflection and Rotation Symmetries in the Wild. | Christopher Funk, Yanxi Liu |
| 2016 | CVPR | Symmetry reCAPTCHA. | Christopher Funk, Yanxi Liu |
| 2016 | CVPR | Regularity-Driven Building Facade Matching between Aerial and Street Views. | Mark Wolff, Robert T. Collins, Yanxi Liu |
| 2014 | CVPR | Local Regularity-Driven City-Scale Facade Detection from Aerial Images. | Jingchen Liu, Yanxi Liu |
| 2013 | CVPR | Tracking Sports Players with Context-Conditioned Motion Models. | Jingchen Liu, Peter Carr, Robert T. Collins, Yanxi Liu |
| 2013 | CVPR | GRASP Recurring Patterns from a Single View. | Jingchen Liu, Yanxi Liu |
| 2013 | CVPR | Symmetry Detection from RealWorld Images Competition 2013: Summary and Results. | Jingchen Liu, George M. Slota, Gang Zheng, Zhaohui Wu, Minwoo Park, Seungkyu Lee, Ingmar Rauschert, Yanxi Liu |
| 2013 | WACV | Robust autocalibration for a surveillance camera network. | Jingchen Liu, Robert T. Collins, Yanxi Liu |
| 2012 | ECCV | Local Expert Forest of Score Fusion for Video Event Classification. | Jingchen Liu, Scott McCloskey, Yanxi Liu |
| 2012 | ICPR | Training data recycling for multi-level learning. | Jingchen Liu, Scott McCloskey, Yanxi Liu |
| 2011 | BMVC | Automatic Surveillance Camera Calibration without Pedestrian Tracking. | Jingchen Liu, Robert T. Collins, Yanxi Liu |
| 2010 | ACCV | Curved Reflection Symmetry Detection with Self-validation. | Jingchen Liu, Yanxi Liu |
| 2010 | ACCV | Translation-Symmetry-Based Perceptual Grouping with Applications to Urban Scenes. | Minwoo Park, Kyle Brocklehurst, Robert T. Collins, Yanxi Liu |
| 2010 | ACCV | Image De-fencing Revisited. | Minwoo Park, Kyle Brocklehurst, Robert T. Collins, Yanxi Liu |
| 2010 | CVPR | Multi-target tracking of time-varying spatial patterns. | Jingchen Liu, Yanxi Liu |
| 2010 | CVPR | Data driven mean-shift belief propagation for non-gaussian MRFs. | Minwoo Park, Somesh Kashyap, Robert T. Collins, Yanxi Liu |
| 2009 | CVPR | Curved glide-reflection symmetry detection. | Seungkyu Lee, Yanxi Liu |
| 2008 | CVPR | Rotation symmetry group detection via frequency analysis of frieze-expansions. | Seungkyu Lee, Robert T. Collins, Yanxi Liu |
| 2008 | CVPR | Image de-fencing. | Yanxi Liu, Tamara Belkina, James Hays, Roberto Lublinerman |
| 2008 | CVPR | Efficient mean shift belief propagation for vision tracking. | Minwoo Park, Yanxi Liu, Robert T. Collins |
| 2008 | CVPR | Performance evaluation of state-of-the-art discrete symmetry detection algorithms. | Minwoo Park, Seungkyu Lee, Po-Chun Chen, Somesh Kashyap, Asad A. Butt, Yanxi Liu |
| 2008 | CVPR | Detecting and matching repeated patterns for automatic geo-tagging in urban environments. | Grant Schindler, Panchapagesan Krishnamurthy, Roberto Lublinerman, Yanxi Liu, Frank Dellaert |
| 2008 | ECCV | Deformed Lattice Discovery Via Efficient Mean-Shift Belief Propagation. | Minwoo Park, Robert T. Collins, Yanxi Liu |
| 2008 | ICIP | Automatic lattice detection in near-regular histology array images. | Brian A. Canada, Georgia K. Thomas, Keith C. Cheng, James Ze Wang, Yanxi Liu |
| 2007 | CVPR | Shape Variation-Based Frieze Pattern for Robust Gait Recognition. | Seungkyu Lee, Yanxi Liu, Robert T. Collins |
| 2006 | CVPR | Quantitative Evaluation of Near Regular Texture Synthesis Algorithms. | Wen-Chieh Lin, James Hays, Chenyu Wu, Yanxi Liu, Vivek Kwatra |
| 2006 | CVPR | Body Localization in Still Images Using Hierarchical Models and Hybrid Search. | Jiayong Zhang, Jiebo Luo, Robert T. Collins, Yanxi Liu |
| 2006 | ECCV | Discovering Texture Regularity as a Higher-Order Correspondence Problem. | James Hays, Marius Leordeanu, Alexei A. Efros, Yanxi Liu |
| 2006 | ECCV | Tracking Dynamic Near-Regular Texture Under Occlusion and Rapid Movements. | Wen-Chieh Lin, Yanxi Liu |
| 2005 | ICCV | Bayesian Body Localization Using Mixture of Nonlinear Shape Models. | Jiayong Zhang, Robert T. Collins, Yanxi Liu |
| 2005 | SIGGRAPH | NRT-based texture replacement in real videos. | Wen-Chieh Lin, Yanxi Liu |
| 2005 | SIGGRAPH | Digital papercutting. | Yanxi Liu, James Hays, Ying-Qing Xu, Heung-Yeung Shum |
| 2004 | CVPR | Local Facial Asymmetry for Expression Classification. | Sinjini Mitra, Yanxi Liu |
| 2004 | CVPR | Representation and Matching of Articulated Shapes. | Jiayong Zhang, Robert T. Collins, Yanxi Liu |
| 2004 | MICCAI | Discriminative MR Image Feature Analysis for Automatic Schizophrenia and Alzheimer's Disease Classification. | Yanxi Liu, Leonid Teverovskiy, Owen T. Carmichael, Ron Kikinis, Martha Elizabeth Shenton, Cameron S. Carter, V. Andrew Stenger, Simon W. Davis, Howard Aizenstein, James T. Becker, Oscar L. Lopez, Carolyn C. Meltzer |
| 2004 | MICCAI | Cervical Cancer Detection Using SVM Based Feature Screening. | Jiayong Zhang, Yanxi Liu |
| 2004 | SIGGRAPH | A comparison study of four texture synthesis algorithms on near-regular textures. | Wen-Chieh Lin, James Hays, Chenyu Wu, Vivek Kwatra, Yanxi Liu |
| 2003 | ICCV | On-Line Selection of Discriminative Tracking Features. | Robert T. Collins, Yanxi Liu |
| 2002 | ECCV | Gait Sequence Analysis Using Frieze Patterns. | Yanxi Liu, Robert T. Collins, Yanghai Tsin |
| 2001 | CVPR | Skewed Symmetry Groups. | Yanxi Liu, Robert T. Collins |
| 2001 | CVPR | Texture Replacement in Real Images. | Yanghai Tsin, Yanxi Liu, Visvanathan Ramesh |
| 2001 | MICCAI | Classification-Driven Pathological Neuroimage Retrieval Using Statistical Asymmetry Measures. | Yanxi Liu, Frank Dellaert, William E. Rothfus, Andrew W. Moore, Jeff G. Schneider, Takeo Kanade |
| 2000 | CVPR | A Computational Model for Repeated Pattern Perception Using Frieze and Wallpaper Groups. | Yanxi Liu, Robert T. Collins |
| 2000 | MICCAI | Robust Midsagittal Plane Extraction from Coarse, Pathological 3D Images. | Yanxi Liu, Robert T. Collins, William E. Rothfus |
| 1998 | CVPR | A Classification Based Similarity Metric for 3D Image Retrieval . | Yanxi Liu, Frank Dellaert |
| 1992 | ICRA | From characteristic invariants to stiffness matrices. | Yanxi Liu, Robin J. Popplestone |
| 1991 | ICRA | Symmetry groups in analysis of assembly kinematics. | Yanxi Liu, Robin J. Popplestone |
| 1990 | AAAI | Symmetiy Constraint Inference in Assembly Planning: Automatic Assembly Configuration Specification. | Yanxi Liu, Robin J. Popplestone |
| 1989 | ICRA | Symmetry inference in planning assembly. | Gordon A. Dakin, Yanxi Liu, S. Nair, Robin J. Popplestone, Rich Weiss |
| 1989 | ICRA | Planning for assembly from solid models. | Yanxi Liu, Robin J. Popplestone |
| 1988 | ICRA | Using characteristic invariants to infer new spatial relationships from old. | Robin J. Popplestone, Richard Weiss, Yanxi Liu |