David Liu

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 51

Top Venues

Publications

David Liu, Arjun Seshadri, Tina Eliassi-Rad, Johan Ugander
Re-visiting Skip-Gram Negative Sampling: Dimension Regularization for More Efficient Dissimilarity Preservation in Graph Embeddings. CoRR (2024)
Cruz Izu, Claudio Mirolo, Jürgen Börstler, Harold Connamacher, Ryan Crosby, Richard Glassey, Georgiana Haldeman, Olli Kiljunen, Amruth N. Kumar, David Liu, Andrew Luxton-Reilly, Stephanos Matsumoto, Eduardo Carneiro de Oliveira, Seán Russell, Anshul Shah
Introducing Code Quality in the CS1 Classroom. ITiCSE (2) (2024)
David Liu, Jonathan Calver, Michelle Craig
A Static Analysis Tool in CS1: Student Usage and Perceptions of PythonTA. ACE (2024)
Yuzhen Ding, Hongying Feng, Yunze Yang, Jason Holmes, Zhengliang Liu, David Liu, William W. Wong, Nathan Y. Yu, Terence T. Sio, Steven E. Schild, Baoxin Li, Wei Liu
Deep-Learning-based Fast and Accurate 3D CT Deformable Image Registration in Lung Cancer. CoRR (2023)
David Liu, Jerome Charton, Xiang Li, Quanzheng Li
APP-RUSS: Automated Path Planning for Robotic Ultrasound System. CoRR (2023)
David Liu, Jackie Baek, Tina Eliassi-Rad
When Collaborative Filtering is not Collaborative: Unfairness of PCA for Recommendations. CoRR (2023)
Vincent Stimper, David Liu, Andrew Campbell, Vincent Berenz, Lukas Ryll, Bernhard Schölkopf, José Miguel Hernández-Lobato
normflows: A PyTorch Package for Normalizing Flows. CoRR (2023)
Jun Yuan, Jie Deng, Vicki Lin, Ying Chen, Joseph Chiu, Minghuei Lin, Jun Chen, Deedee Zhang, Yukai Chen, David Liu, Bo Yu, Hao Wang, Giri Nallapati, Vivek Mohan, Venu Sanaka, Berkan Baran, Frank Dahan, Prasad Bhadri, Rajesh Geol, Venu Boynapalli, Seyfi Bazarjani, Paul Penzes, Parag Agashe, P. R. Chidambaram
High Performance 5G Mobile SOC Productization with 4nm EUV Fin-FET Technology. VLSI Technology and Circuits (2023)
David Liu, Máté Lengyel
Bayesian nonparametric (non-)renewal processes for analyzing neural spike train variability. NeurIPS (2023)
David Liu, Virginie Do, Nicolas Usunier, Maximilian Nickel
Group fairness without demographics using social networks. CoRR (2023)
Mengyue Zhou, Xu Liu, David Liu, Zihao Wu, Zhengliang Liu, Lin Zhao, Dajiang Zhu, Lei Guo, Junwei Han, Tianming Liu, Xintao Hu
Fine-grained Artificial Neurons in Audio-transformers for Disentangling Neural Auditory Encoding. ACL (Findings) (2023)
Diane Horton, David Liu, Sheila A. McIlraith, Nina Wang
Is More Better When Embedding Ethics in CS Courses? SIGCSE (1) (2023)
Xu Liu, Mengyue Zhou, Gaosheng Shi, Yu Du, Lin Zhao, Zihao Wu, David Liu, Tianming Liu, Xintao Hu
Coupling Artificial Neurons in BERT and Biological Neurons in the Human Brain. CoRR (2023)
David Liu, Zhengkun Li, Zihao Wu, Changying Li
DT/MARS-CycleGAN: Improved Object Detection for MARS Phenotyping Robot. CoRR (2023)
Xiaowei Yu, Lu Zhang, Haixing Dai, Yanjun Lyu, Lin Zhao, Zihao Wu, David Liu, Tianming Liu, Dajiang Zhu
Core-Periphery Principle Guided Redesign of Self-Attention in Transformers. CoRR (2023)
David Liu, Tina Eliassi-Rad
STABLE: Identifying and Mitigating Instability in Embeddings of the Degenerate Core. SDM (2023)
Yuchen Liu, Natasha Ong, Kaiyan Peng, Bo Xiong, Qifan Wang, Rui Hou, Madian Khabsa, Kaiyue Yang, David Liu, Donald S. Williamson, Hanchao Yu
MMViT: Multiscale Multiview Vision Transformers. CoRR (2023)
Sean Upchurch, Emilio Palumbo, Jeremy Adams, David Bujold, Guillaume Bourque, Jared Nedzel, Keenan Graham, Meenakshi S. Kagda, Pedro Assis, Benjamin C. Hitz, Emilio Righi, Roderic Guigó, Barbara J. Wold, Alvis Brazma, Julia Burchard, Joe Capka, Michael Cherry, Laura Clarke, Brian Craft, Manolis Dermitzakis, Mark Diekhans, John Dursi, Michael Sean Fitzsimons, Zac Flaming, Romina Garrido, Alfred Gil, Paul Godden, Matt Green, Mitch Guttman, Brian Haas, Max Haeussler, Bo Li, Sten Linnarsson, Adam Lipski, David Liu, Simonne Longerich, David Lougheed, Jonathan Manning, John C. Marioni, Christopher Meyer, Stephen B. Montgomery, Alyssa Morrow, Alfonso Muñoz-Pomer Fuentes, Jared L. Nedzel, David Nguyen, Kevin Osborn, Francis Ouellette, Irene Papatheodorou, Dmitri D. Pervouchine, Arun K. Ramani, Jordi Rambla, Bashir Sadjad, David Steinberg, Jeremiah Talkar, Timothy Tickle, Kathy Tzeng, Saman Vaisipour, Sean Watford, Barbara Wold, Zhenyu Zhang, Jing Zhu
RNAget: an API to securely retrieve RNA quantifications. Bioinform. 39 (4) (2023)
Haixing Dai, Lu Zhang, Lin Zhao, Zihao Wu, Zhengliang Liu, David Liu, Xiaowei Yu, Yanjun Lyu, Changying Li, Ninghao Liu, Tianming Liu, Dajiang Zhu
Hierarchical Semantic Tree Concept Whitening for Interpretable Image Classification. CoRR (2023)
David Liu, Virginie Do, Nicolas Usunier, Maximilian Nickel
Group fairness without demographics using social networks. FAccT (2023)
David Liu, Yuzhong Chen, Zihao Wu
Digital Twin (DT)-CycleGAN: Enabling Zero-Shot Sim-to-Real Transfer of Visual Grasping Models. IEEE Robotics Autom. Lett. 8 (5) (2023)
David Liu, Yu Wu
Option pricing using deep convolutional neural networks enhanced by technical indicators. CCIS (2023)
Xu Liu, Mengyue Zhou, Gaosheng Shi, Yu Du, Lin Zhao, Zihao Wu, David Liu, Tianming Liu, Xintao Hu
Coupling Artificial Neurons in BERT and Biological Neurons in the Human Brain. AAAI (2023)
Agapi Rissaki, Bruno Scarone, David Liu, Aditeya Pandey, Brennan Klein, Tina Eliassi-Rad, Michelle A. Borkin
BiaScope: Visual Unfairness Diagnosis for Graph Embeddings. CoRR (2022)
David Liu, Tina Eliassi-Rad
Identifying and Mitigating Instability in Embeddings of the Degenerate Core. CoRR (2022)
David Liu, Priyanka Nanayakkara, Sarah Ariyan Sakha, Grace Abuhamad, Su Lin Blodgett, Nicholas Diakopoulos, Jessica R. Hullman, Tina Eliassi-Rad
Examining Responsibility and Deliberation in AI Impact Statements and Ethics Reviews. AIES (2022)
Lucas D. Young, Fitsum A. Reda, Rakesh Ranjan, Jon Morton, Jun Hu, Yazhu Ling, Xiaoyu Xiang, David Liu, Vikas Chandra
Feature-Align Network with Knowledge Distillation for Efficient Denoising. WACV (Workshops) (2022)
Christopher Brissette, David Liu, George M. Slota
Correcting Output Degree Sequences in Chung-Lu Random Graph Generation. COMPLEX NETWORKS (2) (2022)
David Liu, Zohair Shafi, William Fleisher, Tina Eliassi-Rad, Scott Alfeld
RAWLSNET: Altering Bayesian Networks to Encode Rawlsian Fair Equality of Opportunity. AIES (2021)
Lucas D. Young, Fitsum A. Reda, Rakesh Ranjan, Jon Morton, Jun Hu, Yazhu Ling, Xiaoyu Xiang, David Liu, Vikas Chandra
Feature-Align Network and Knowledge Distillation for Efficient Denoising. CoRR (2021)
David Liu, Máté Lengyel
A universal probabilistic spike count model reveals ongoing modulation of neural variability. NeurIPS (2021)
David Liu, Zohair Shafi, William Fleisher, Tina Eliassi-Rad, Scott Alfeld
RAWLSNET: Altering Bayesian Networks to Encode Rawlsian Fair Equality of Opportunity. CoRR (2021)
David Liu, Matthew Cinnamon, Thorne Garvin, Andrei Karavanov, Sungchan Park, Darius Strobeck, Andrew Lumsdaine
Critique of "Planetary Normal Mode Computation: Parallel Algorithms, Performance, and Reproducibility" by SCC Team From University of Washington. IEEE Trans. Parallel Distributed Syst. 32 (11) (2021)
Yue Tan, David Liu, Nanqinqin Li, Amit Levy
How Low Can You Go? Practical cold-start performance limits in FaaS. CoRR (2021)
Xiaoyuan Suo, Olga Glebova, David Liu, Alina Lazar, Doina Bein
A Survey of Teaching PDC Content in Undergraduate Curriculum. CCWC (2021)
Haitham Elmarakeby, Justin Hwang, Rand Arafeh, Jett Crowdis, Sydney Gang, David Liu, Saud H. AlDubayan, Keyan Salari, Steven Kregel, Camden Richter, Taylor E. Arnoff, Jihye Park, William C. Hahn, Eliezer M. Van Allen
Biologically informed deep neural network for prostate cancer discovery. Nat. 598 (7880) (2021)
Julie Rolla, Amy Connolly, Kai Staats, Stephanie Wissel, Dean Arakaki, Ian Best, Adam Blenk, Brian Clark, Maximillian Clowdus, Suren Gourapura, Corey Harris, Hannah Hasan, Luke Letwin, David Liu, Carl Pfendner, Jordan Potter, Cade Sbrocco, Tom Sinha, Jacob Trevithick
Evolving Antennas for Ultra-High Energy Neutrino Detection. CoRR (2020)
Kan Liu, David Liu
Particle tracking velocimetry and flame front detection techniques on commercial aircraft debris striking events. J. Vis. 22 (4) (2019)
David Liu, Andrew Petersen
Static Analyses in Python Programming Courses. SIGCSE (2019)
Nick Parlante, Julie Zelenski, Benjamin Dicken, Ben Stephenson, Jeffrey L. Popyack, William M. Mongan, Kendall Bingham, Diane Horton, David Liu, Allison Obourn
Nifty Assignments. SIGCSE (2019)
Michael T. Pascale, Penelope Sanderson, David Liu, Ismail Mohamed, Birgit Brecknell, Robert G. Loeb
The Impact of Head-Worn Displays on Strategic Alarm Management and Situation Awareness. Hum. Factors 61 (4) (2019)
Anton Malakhov, David Liu, Anton V. Gorshkov, Terry Wilmarth
Composable Multi-Threading and Multi-Processing for Numeric Libraries. SciPy (2018)
Zhoubing Xu, Qiangui Huang, Jin Hyeong Park, Mingqing Chen, Daguang Xu, Dong Yang, David Liu, Shaohua Kevin Zhou
Supervised Action Classifier: Approaching Landmark Detection as Image Partitioning. MICCAI (3) (2017)
Dong Yang, Tao Xiong, Daguang Xu, Qiangui Huang, David Liu, Shaohua Kevin Zhou, Zhoubing Xu, Jin Hyeong Park, Mingqing Chen, Trac D. Tran, Sang Peter Chin, Dimitris N. Metaxas, Dorin Comaniciu
Automatic Vertebra Labeling in Large-Scale 3D CT using Deep Image-to-Image Network with Message Passing and Sparsity Regularization. CoRR (2017)
Christopher G. Jones, David Liu
Approaches to Incorporating IT Entrepreneurship into the Information Systems Curriculum. J. Inf. Syst. Educ. 28 (1) (2017)
David Liu
Particle-scale modelling of financial price dynamics. Commun. Nonlinear Sci. Numer. Simul. 43 (2017)
Andrew J. Lingenfelter, David Liu, Mark F. Reeder
Time resolved flow field measurements of orifice entrainment during a hydrodynamic ram event. J. Vis. 20 (1) (2017)
Dong Yang, Tao Xiong, Daguang Xu, Qiangui Huang, David Liu, Shaohua Kevin Zhou, Zhoubing Xu, Jin Hyeong Park, Mingqing Chen, Trac D. Tran, Sang Peter Chin, Dimitris N. Metaxas, Dorin Comaniciu
Automatic Vertebra Labeling in Large-Scale 3D CT Using Deep Image-to-Image Network with Message Passing and Sparsity Regularization. IPMI (2017)
Xiaoguang Lu, Daguang Xu, David Liu
Robust 3D Organ Localization with Dual Learning Architectures and Fusion. LABELS/DLMIA@MICCAI (2016)
Kelly Hinckfuss, Penelope M. Sanderson, Robert G. Loeb, Helen G. Liley, David Liu
Novel Pulse Oximetry Sonifications for Neonatal Oxygen Saturation Monitoring: A Laboratory Study. Hum. Factors 58 (2) (2016)
Le Lu, Dijia Wu, Nathan Lay, David Liu, Isabella Nogues, Ronald M. Summers
Accurate 3D bone segmentation in challenging CT images: Bottom-up parsing and contextualized optimization. WACV (2016)
Yu Wu, Per Austrin, Toniann Pitassi, David Liu
Inapproximability of Treewidth and Related Problems (Extended Abstract). IJCAI (2015)
Yefeng Zheng, David Liu, Bogdan Georgescu, Hien Nguyen, Dorin Comaniciu
3D Deep Learning for Efficient and Robust Landmark Detection in Volumetric Data. MICCAI (1) (2015)
Yu Wu, Per Austrin, Toniann Pitassi, David Liu
Inapproximability of Treewidth and Related Problems. J. Artif. Intell. Res. 49 (2014)
Paul Swoboda, David Liu, Shaohua Kevin Zhou
Anatomical landmark detection using multiple instance boosting with spatial regularization. ISBI (2013)
Yin Su, David Liu, Xiaomeng Yuan, Justin Ting, Jingguo Jiang, Li Wang, Lin Gao
Webpage Designs for Diverse Cultures: An Exploratory Study of User Preferences in China. INTERACT (1) (2013)
Sven H. Koch, Charlene R. Weir, Dwayne R. Westenskow, Matthias Gondan, James Agutter, Maral Haar, David Liu, Matthias Görges, Nancy Staggers
Evaluation of the effect of information integration in displays for ICU nurses on situation awareness and task completion time: A prospective randomized controlled study. Int. J. Medical Informatics 82 (8) (2013)
David Liu
Pebbling Arguments for Tree Evaluation. CoRR (2013)
Janusz A. Brzozowski, David Liu
Universal Witnesses for State Complexity of Basic Operations Combined with Reversal. CIAA (2013)
Janusz A. Brzozowski, David Liu
Universal Witnesses for State Complexity of Boolean Operations and Concatenation Combined with Star. DCFS (2013)
Jia Zhang, Petr Votava, Tsengdar J. Lee, Owen Chu, Clyde Li, David Liu, Kate Liu, Norman Xin, Ramakrishna R. Nemani
Bridging VisTrails Scientific Workflow Management System to High Performance Computing. SERVICES (2013)
Dijia Wu, David Liu, Zoltan Puskas, Chao Lu, Andreas Wimmer, Christian Tietjen, Grzegorz Soza, Shaohua Kevin Zhou
A learning based deformable template matching method for automatic rib centerline extraction and labeling in CT images. CVPR (2012)
Rudra P. K. Poudel, Hammadi Nait-Charif, Jian J. Zhang, David Liu
Region-based Skin Color Detection. VISAPP (1) (2012)
Janusz A. Brzozowski, David Liu
Syntactic Complexity of Finite/Cofinite, Definite, and Reverse Definite Languages CoRR (2012)
Dijia Wu, David Liu, Michael Sühling, Christian Tietjen, Grzegorz Soza, Shaohua Kevin Zhou
Automatic detection of liver lesion from 3D computed tomography images. CVPR Workshops (2012)
Janusz A. Brzozowski, David Liu
Universal Witnesses for State Complexity of Basic Operations Combined with Reversal CoRR (2012)
Jens Lehmann, Tim Furche, Giovanni Grasso, Axel-Cyrille Ngonga Ngomo, Christian Schallhart, Andrew Jon Sellers, Christina Unger, Lorenz Bühmann, Daniel Gerber, Konrad Höffner, David Liu, Sören Auer
deqa: Deep Web Extraction for Question Answering. ISWC (2) (2012)
Janusz A. Brzozowski, Baiyu Li, David Liu
Syntactic Complexities of Six Classes of Star-Free Languages. J. Autom. Lang. Comb. 17 (2-4) (2012)
David Liu, Ran Lin, Lei Zhang
Study on Model-Free Implied Volatility of Hang Seng Index options. Int. J. Math. Oper. Res. 4 (2) (2012)
Janusz A. Brzozowski, David Liu
Universal Witnesses for State Complexity of Boolean Operations and Concatenation Combined with Star CoRR (2012)
David Liu, Shaohua Kevin Zhou
Anatomical Landmark Detection Using Nearest Neighbor Matching and Submodular Optimization. MICCAI (3) (2012)
Dijia Wu, David Liu, Michael Sühling, Shaohua Kevin Zhou, Christian Tietjen
A Cascade Learning Method for Liver Lesion Detection in CT Images. MCV (2012)
Adrian Barbu, Michael Sühling, Xun Xu, David Liu, Shaohua Kevin Zhou, Dorin Comaniciu
Automatic Detection and Segmentation of Lymph Nodes From CT Data. IEEE Trans. Medical Imaging 31 (2) (2012)
Michal Sofka, Dijia Wu, Michael Sühling, David Liu, Christian Tietjen, Grzegorz Soza, Shaohua Kevin Zhou
Automatic Contrast Phase Estimation in CT Volumes. MICCAI (3) (2011)
Adrian Barbu, Michael Sühling, Xun Xu, David Liu, Shaohua Kevin Zhou, Dorin Comaniciu
Automatic Detection and Segmentation of Axillary Lymph Nodes. MICCAI (1) (2010)
David Liu, Shaohua Kevin Zhou, Dominik Bernhardt, Dorin Comaniciu
Search strategies for multiple landmark detection by submodular maximization. CVPR (2010)
Jan Egger, Shaohua Kevin Zhou, Stefan Großkopf, David Liu, Christian Hopfgartner, Dominik Bernhardt, Christina Biermann, Christopher Nimsky, Bernd Freisleben
Body landmark detection for a fully automatic AAA stent graft planning software system. CBMS (2010)
David Liu, Gang Hua, Tsuhan Chen
A Hierarchical Visual Model for Video Object Summarization. IEEE Trans. Pattern Anal. Mach. Intell. 32 (12) (2010)
David Liu, Yudie Yuan, Shufang Liao
Artificial neural network vs. nonlinear regression for gold content estimation in pyrometallurgy. Expert Syst. Appl. 36 (7) (2009)
David Liu, Simon A. Jenkins, Penelope M. Sanderson
Clinical Implementation of a Head-Mounted Display of Patient Vital Signs. ISWC (2009)
Sascha Seifert, Adrian Barbu, Shaohua Kevin Zhou, David Liu, Johannes Feulner, Martin Huber, Michael Sühling, Alexander Cavallaro, Dorin Comaniciu
Hierarchical parsing and semantic navigation of full body CT data. Medical Imaging: Image Processing (2009)
David Liu, Yudie Yuan, Shufang Liao
Artificial neural networks for optimization of gold-bearing slime smelting. Expert Syst. Appl. 36 (9) (2009)
David Liu, Tsuhan Chen
Video retrieval based on object discovery. Comput. Vis. Image Underst. 113 (3) (2009)
David Liu, Tsuhan Chen
Object discovery with perceptual grouping. ICIP (2008)
David Liu, Tsuhan Chen
DISCOV: A Framework for Discovering Objects in Video. IEEE Trans. Multim. 10 (2) (2008)
David Liu, Gang Hua, Paul A. Viola, Tsuhan Chen
Integrated feature selection and higher-order spatial feature extraction for object categorization. CVPR (2008)
David Liu, Gang Hua, Tsuhan Chen
VideoCut: Removing Irrelevant Frames by Discovering the Object of Interest. ECCV (1) (2008)
David Liu, Tsuhan Chen
Unsupervised Image Categorization and Object Localization using Topic Models and Correspondences between Images. ICCV (2007)
David Liu, Dao Xian
Home environmental control system for the disabled. i-CREATe (2007)
Da Wei Huang, Brad T. Sherman, Qina Tan, Joseph Kir, David Liu, David Bryant, Yongjian Guo, Robert M. Stephens, Michael W. Baseler, H. Clifford Lane, Richard A. Lempicki
DAVID Bioinformatics Resources: expanded annotation database and novel algorithms to better extract biology from large gene lists. Nucleic Acids Res. 35 (Web-Server-Issue) (2007)
Brad T. Sherman, Da Wei Huang, Qina Tan, Yongjian Guo, Stephan Bour, David Liu, Robert M. Stephens, Michael W. Baseler, H. Clifford Lane, Richard A. Lempicki
DAVID Knowledgebase: a gene-centered database integrating heterogeneous gene annotation resources to facilitate high-throughput gene functional analysis. BMC Bioinform. 8 (2007)
David Liu, Tsuhan Chen
A Topic-Motion Model for Unsupervised Video Object Discovery. CVPR (2007)
David Liu, Tsuhan Chen
Background Cutout with Automatic Object Discovery. ICIP (4) (2007)
David Liu, Datong Chen, Tsuhan Chen
Latent Layout Analysis for Discovering Objects in Images. ICPR (2) (2006)
David Liu, Tsuhan Chen
Content-Free Image Retrieval using Bayesian Product Rule. ICME (2006)
David Liu, Tsuhan Chen
Object Detection in Video with Graphical Models. ICASSP (5) (2006)
David Liu, Datong Chen, Tsuhan Chen
Unsupervised Image Layout Extraction. ICIP (2006)
David Liu, Tsuhan Chen
Semantic-Shift for Unsupervised Object Detection. CVPR Workshops (2006)
Uma Mudunuri, Robert M. Stephens, David Bruining, David Liu, Frank J. Lebeda
botXminer: mining biomedical literature with a new web-based application. Nucleic Acids Res. 34 (Web-Server-Issue) (2006)
David Liu, Mark Zucherman, William B. Tulloss
Six Characteristics of Effective Structured Reporting and the Inevitable Integration with Speech Recognition. J. Digit. Imaging 19 (1) (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

David Liu