| 2018 | WWW | Joint Label Inference in Networks. | Deepayan Chakrabarti, Stanislav Funiak, Jonathan Chang, Sofus A. Macskassy |
| 2014 | ICML | Joint Inference of Multiple Label Types in Large Networks. | Deepayan Chakrabarti, Stanislav Funiak, Jonathan Chang, Sofus A. Macskassy |
| 2013 | EDM | Predicting Group Programming Project Performance using SVN Activity Traces. | Sen Liu, Jihie Kim, Sofus A. Macskassy |
| 2012 | ICWSM | On the Study of Social Interactions in Twitter. | Sofus A. Macskassy |
| 2012 | ICWSM | Definition and Multi-Dimensional Comparative Analysis of Ad Hoc Communities in Twitter. | Sofus A. Macskassy |
| 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 | Relational Classifiers in a Non-relational World: Using Homophily to Create Relations. | Sofus A. Macskassy |
| 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 | ICML | Workshop summary: The fourth workshop on evaluation methods for machine learning. | Chris Drummond, Nathalie Japkowicz, William Klement, Sofus A. Macskassy |
| 2009 | KDD | Using graph-based metrics with empirical risk minimization to speed up active learning on networked data. | Sofus A. Macskassy |
| 2007 | AAAI | Improving Learning in Networked Data by Combining Explicit and Mined Links. | Sofus A. Macskassy |
| 2005 | ICML | ROC confidence bands: an empirical evaluation. | Sofus A. Macskassy, Foster J. Provost, Saharon Rosset |
| 2003 | CIKM | Adding numbers to text classification. | Sofus A. Macskassy, Haym Hirsh |
| 2001 | IJCAI | Using Text Classifiers for Numerical Classification. | Sofus A. Macskassy, Haym Hirsh, Arunava Banerjee, Aynur A. Dayanik |
| 2001 | SIGIR | Intelligent Information Triage. | Sofus A. Macskassy, Haym Hirsh, Foster J. Provost, Ramesh Sankaranarayanan, Vasant Dhar |
| 1998 | KDD | Human Performance on Clustering Web Pages: A Preliminary Study. | Sofus A. Macskassy, Arunava Banerjee, Brian D. Davison, Haym Hirsh |