| 2016 | DSAA | Correcting Relational Bias to Improve Classification in Sparsely-Labeled Networks. | Joshua R. King, Luke K. McDowell |
| 2015 | DSAA | Relational active learning for link-based classification. | Luke K. McDowell |
| 2014 | IRI | A hidden treasure? Evaluating and extending latent methods for link-based classification. | Aaron Fleming, Luke K. McDowell, Zane Markel |
| 2013 | CIKM | Labels or attributes?: rethinking the neighbors for collective classification in sparsely-labeled networks. | Luke K. McDowell, David W. Aha |
| 2012 | ICML | Semi-Supervised Collective Classification via Hybrid Label Regularization. | Luke K. McDowell, David W. Aha |
| 2010 | FlAIRS | Meta-Prediction for Collective Classification. | Luke K. McDowell, Kalyan Moy Gupta, David W. Aha |
| 2007 | AAAI | Cautious Inference in Collective Classification. | Luke K. McDowell, Kalyan Moy Gupta, David W. Aha |
| 2007 | FlAIRS | Case-Based Collective Classification. | Luke K. McDowell, Kalyan Moy Gupta, David W. Aha |
| 2004 | WWW | Specifying Semantic Email Processes. | Luke K. McDowell, Oren Etzioni, Alon Y. Halevy |
| 2004 | WWW | Semantic email. | Luke K. McDowell, Oren Etzioni, Alon Y. Halevy, Henry M. Levy |
| 2003 | CIDR | Crossing the Structure Chasm. | Alon Y. Halevy, Oren Etzioni, AnHai Doan, Zachary G. Ives, Jayant Madhavan, Luke K. McDowell, Igor Tatarinov |
| 2003 | PPoPP | Improving server software support for simultaneous multithreaded processors. | Luke K. McDowell, Susan J. Eggers, Steven D. Gribble |
| 2003 | WWW | Evolving the Semantic Web with Mangrove. | Luke K. McDowell, Oren Etzioni, Steven D. Gribble, Alon Y. Halevy, Henry M. Levy, William Pentney, Deepak Verma, Stani Vlasseva |