| 2011 | IAAI | Monitoring Entities in an Uncertain World: Entity Resolution and Referential Integrity. | Steven Minton, Sofus A. Macskassy, Peter M. LaMonica, Kane See, Craig A. Knoblock, Greg Barish, Matthew Michelson, Raymond A. Liuzzi |
| 2011 | ICMLA | Improving Classifier Performance by Autonomously Collecting Background Knowledge from the Web. | Steven Minton, Matthew Michelson, Kane See, Sofus A. Macskassy, Bora Gazen, Lise Getoor |
| 2011 | ICWSM | Why do People Retweet? Anti-Homophily Wins the Day! | Sofus A. Macskassy, Matthew Michelson |
| 2011 | WSDM | What blogs tell us about websites: a demographics study. | Matthew Michelson, Sofus A. Macskassy |
| 2011 | WSDM | Materializing multi-relational databases from the web using taxonomic queries. | Matthew Michelson, Sofus A. Macskassy, Steven Minton, Lise Getoor |
| 2010 | AAAI | Mixed-Initiative, Entity-Centric Data Aggregation using Assistopedia. | Matthew Michelson, Sofus A. Macskassy, Steven Minton |
| 2009 | IJCAI | Exploiting Background Knowledge to Build Reference Sets for Information Extraction. | Matthew Michelson, Craig A. Knoblock |
| 2006 | AAAI | Learning Blocking Schemes for Record Linkage. | Matthew Michelson, Craig A. Knoblock |
| 2006 | AAAI | Phoebus: A System for Extracting and Integrating Data from Unstructured and Ungrammatical Sources. | Matthew Michelson, Craig A. Knoblock |
| 2005 | ICDM | A Heterogeneous Field Matching Method for Record Linkage. | Steven Minton, Claude Nanjo, Craig A. Knoblock, Martin Michalowski, Matthew Michelson |
| 2005 | IJCAI | Semantic annotation of unstructured and ungrammatical text. | Matthew Michelson, Craig A. Knoblock |