| 2026 | NDSS | ReFuzz: Reusing Tests for Processor Fuzzing with Contextual Bandits. | Chen Chen, Zaiyan Xu, Mohamadreza Rostami, David Liu, Dileep Kalathil, Ahmad-Reza Sadeghi, Jeyavijayan Rajendran |
| 2026 | WWW | Identifying and Upweighting Power-Niche Users to Mitigate Popularity Bias in Recommendations. | David Liu, Erik Weis, Moritz Laber, Tina Eliassi-Rad, Brennan Klein |
| 2025 | ISMAR | Filmmaking Education Using Virtual Reality and Generative AI for Real-Time Feedback in Simulated Environments. | Ali Darejeh, David Liu, Sara Mashayekh |
| 2025 | KDD | Bypassing Skip-Gram Negative Sampling: Dimension Regularization as a More Efficient Alternative for Graph Embeddings. | David Liu, Arjun Seshadri, Tina Eliassi-Rad, Johan Ugander |
| 2025 | SIGCSE | Introducing PythonTA: A Suite of Code Analysis and Visualization Tools. | David Liu |
| 2024 | ACE | A Static Analysis Tool in CS1: Student Usage and Perceptions of PythonTA. | David Liu, Jonathan Calver, Michelle Craig |
| 2024 | ITiCSE | Are a Static Analysis Tool Study's Findings Static? A Replication. | David Liu, Jonathan Calver, Michelle Craig |
| 2024 | ITiCSE | Introducing Code Quality at CS1 Level: Examples and Activities. | Cruz Izu, Claudio Mirolo, Jrgen Brstler, Harold S. Connamacher, Ryan Crosby, Richard Glassey, Georgiana Haldeman, Olli Kiljunen, Amruth N. Kumar, David Liu, Andrew Luxton-Reilly, Stephanos Matsumoto, Eduardo Carneiro de Oliveira, Sen Russell, Anshul Shah |
| 2024 | ITiCSE | Introducing Code Quality in the CS1 Classroom. | Cruz Izu, Claudio Mirolo, Jrgen Brstler, Harold S. Connamacher, Ryan Crosby, Richard Glassey, Georgiana Haldeman, Olli Kiljunen, Amruth N. Kumar, David Liu, Andrew Luxton-Reilly, Stephanos Matsumoto, Eduardo Carneiro de Oliveira, Sen Russell, Anshul Shah |
| 2024 | SIGCSE | Do Embedded Ethics Modules Have Impact Beyond the Classroom? | Diane Horton, David Liu, Sheila A. McIlraith, Steven Coyne, Nina Wang |
| 2023 | AAAI | Coupling Artificial Neurons in BERT and Biological Neurons in the Human Brain. | Xu Liu, Mengyue Zhou, Gaosheng Shi, Yu Du, Lin Zhao, Zihao Wu, David Liu, Tianming Liu, Xintao Hu |
| 2023 | ACL | Fine-grained Artificial Neurons in Audio-transformers for Disentangling Neural Auditory Encoding. | Mengyue Zhou, Xu Liu, David Liu, Zihao Wu, Zhengliang Liu, Lin Zhao, Dajiang Zhu, Lei Guo, Junwei Han, Tianming Liu, Xintao Hu |
| 2023 | SIGCSE | Is More Better When Embedding Ethics in CS Courses? | Diane Horton, David Liu, Sheila A. McIlraith, Nina Wang |
| 2023 | SDM | STABLE: Identifying and Mitigating Instability in Embeddings of the Degenerate Core. | David Liu, Tina Eliassi-Rad |
| 2022 | AIES | Examining Responsibility and Deliberation in AI Impact Statements and Ethics Reviews. | David Liu, Priyanka Nanayakkara, Sarah Ariyan Sakha, Grace Abuhamad, Su Lin Blodgett, Nicholas Diakopoulos, Jessica R. Hullman, Tina Eliassi-Rad |
| 2022 | WACV | Feature-Align Network with Knowledge Distillation for Efficient Denoising. | Lucas D. Young, Fitsum A. Reda, Rakesh Ranjan, Jon Morton, Jun Hu, Yazhu Ling, Xiaoyu Xiang, David Liu, Vikas Chandra |
| 2021 | AIES | RAWLSNET: Altering Bayesian Networks to Encode Rawlsian Fair Equality of Opportunity. | David Liu, Zohair Shafi, William Fleisher, Tina Eliassi-Rad, Scott Alfeld |
| 2019 | SIGCSE | Static Analyses in Python Programming Courses. | David Liu, Andrew Petersen |
| 2019 | SIGCSE | Nifty Assignments. | Nick Parlante, Julie Zelenski, Benjamin Dicken, Ben Stephenson, Jeffrey L. Popyack, William M. Mongan, Kendall Bingham, Diane Horton, David Liu, Allison Obourn |
| 2017 | MICCAI | Supervised Action Classifier: Approaching Landmark Detection as Image Partitioning. | Zhoubing Xu, Qiangui Huang, Jin Hyeong Park, Mingqing Chen, Daguang Xu, Dong Yang, David Liu, Shaohua Kevin Zhou |
| 2016 | MICCAI | Robust 3D Organ Localization with Dual Learning Architectures and Fusion. | Xiaoguang Lu, Daguang Xu, David Liu |
| 2016 | WACV | Accurate 3D bone segmentation in challenging CT images: Bottom-up parsing and contextualized optimization. | Le Lu, Dijia Wu, Nathan Lay, David Liu, Isabella Nogues, Ronald M. Summers |
| 2015 | IJCAI | Inapproximability of Treewidth and Related Problems (Extended Abstract). | Yu (Ledell) Wu, Per Austrin, Toniann Pitassi, David Liu |
| 2015 | MICCAI | 3D Deep Learning for Efficient and Robust Landmark Detection in Volumetric Data. | Yefeng Zheng, David Liu, Bogdan Georgescu, Hien Nguyen, Dorin Comaniciu |
| 2013 | Interact | Webpage Designs for Diverse Cultures: An Exploratory Study of User Preferences in China. | Yin Su, David Liu, Xiaomeng Yuan, Justin Ting, Jingguo Jiang, Li Wang, Lin Gao |
| 2013 | SERVICES | Bridging VisTrails Scientific Workflow Management System to High Performance Computing. | Jia Zhang, Petr Votava, Tsengdar J. Lee, Owen Chu, Clyde Li, David Liu, Kate Liu, Norman Xin, Ramakrishna R. Nemani |
| 2012 | CVPR | A learning based deformable template matching method for automatic rib centerline extraction and labeling in CT images. | Dijia Wu, David Liu, Zoltan Puskas, Chao Lu, Andreas Wimmer, Christian Tietjen, Grzegorz Soza, Shaohua Kevin Zhou |
| 2012 | CVPR | Automatic detection of liver lesion from 3D computed tomography images. | Dijia Wu, David Liu, Michael Shling, Christian Tietjen, Grzegorz Soza, Shaohua Kevin Zhou |
| 2012 | MICCAI | Anatomical Landmark Detection Using Nearest Neighbor Matching and Submodular Optimization. | David Liu, Shaohua Kevin Zhou |
| 2012 | MICCAI | A Cascade Learning Method for Liver Lesion Detection in CT Images. | Dijia Wu, David Liu, Michael Shling, Shaohua Kevin Zhou, Christian Tietjen |
| 2011 | MICCAI | Automatic Contrast Phase Estimation in CT Volumes. | Michal Sofka, Dijia Wu, Michael Shling, David Liu, Christian Tietjen, Grzegorz Soza, Shaohua Kevin Zhou |
| 2010 | CBMS | Body landmark detection for a fully automatic AAA stent graft planning software system. | Jan Egger, Shaohua Kevin Zhou, Stefan Grokopf, David Liu, Christian Hopfgartner, Dominik Bernhardt, Christina Biermann, Christopher Nimsky, Bernd Freisleben |
| 2010 | CVPR | Search strategies for multiple landmark detection by submodular maximization. | David Liu, Shaohua Kevin Zhou, Dominik Bernhardt, Dorin Comaniciu |
| 2010 | MICCAI | Automatic Detection and Segmentation of Axillary Lymph Nodes. | Adrian Barbu, Michael Shling, Xun Xu, David Liu, Shaohua Kevin Zhou, Dorin Comaniciu |
| 2009 | ISWC | Clinical Implementation of a Head-Mounted Display of Patient Vital Signs. | David Liu, Simon A. Jenkins, Penelope M. Sanderson |
| 2008 | CVPR | Integrated feature selection and higher-order spatial feature extraction for object categorization. | David Liu, Gang Hua, Paul A. Viola, Tsuhan Chen |
| 2008 | ECCV | VideoCut: Removing Irrelevant Frames by Discovering the Object of Interest. | David Liu, Gang Hua, Tsuhan Chen |
| 2008 | ICIP | Object discovery with perceptual grouping. | David Liu, Tsuhan Chen |
| 2007 | CVPR | A Topic-Motion Model for Unsupervised Video Object Discovery. | David Liu, Tsuhan Chen |
| 2007 | ICCV | Unsupervised Image Categorization and Object Localization using Topic Models and Correspondences between Images. | David Liu, Tsuhan Chen |
| 2007 | ICIP | Background Cutout with Automatic Object Discovery. | David Liu, Tsuhan Chen |
| 2006 | CVPR | Semantic-Shift for Unsupervised Object Detection. | David Liu, Tsuhan Chen |
| 2006 | ICASSP | Object Detection in Video with Graphical Models. | David Liu, Tsuhan Chen |
| 2006 | ICIP | Unsupervised Image Layout Extraction. | David Liu, Datong Chen, Tsuhan Chen |
| 2006 | ICPR | Latent Layout Analysis for Discovering Objects in Images. | David Liu, Datong Chen, Tsuhan Chen |
| 2005 | ICASSP | Probabilistic Relevance Feedback with Binary Semantic Feature Vectors. | David Liu, Tsuhan Chen |
| 2004 | ICIP | Soft shape context for iterative closest point registration. | David Liu, Tsuhan Chen |
| 2001 | IROS | Target tracking in an environment of nearly stationary and biased clutter. | David Liu, Li-Chen Fu |
| 2001 | ICRA | Design and Implementation of Visual Servoing System for Realistic Air Target Tracking. | Wei Guan Yau, Li-Chen Fu, David Liu |
| 2000 | CaiSE | CHAOS: An Active Security Mediation System. | David Liu, Kincho H. Law, Gio Wiederhold |