| 2018 | ICDM | The Impact of Environmental Stressors on Human Trafficking. | Sabina Tomkins, Golnoosh Farnadi, Brian Amanatullah, Lise Getoor, Steven Minton |
| 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 | 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 | CIDR | Interactive Data Integration through Smart Copy & Paste. | Zachary G. Ives, Craig A. Knoblock, Steven Minton, Marie Jacob, Partha Pratim Talukdar, Rattapoom Tuchinda, Jos Luis Ambite, Maria Muslea, Cenk Gazen |
| 2008 | ICDM | Exploiting Data Semantics to Discover, Extract, and Model Web Sources. | Jos Luis Ambite, Craig A. Knoblock, Kristina Lerman, Anon Plangprasopchok, Thomas A. Russ, Cenk Gazen, Steven Minton, Mark James Carman |
| 2006 | AAAI | Overview of AutoFeed: An Unsupervised Learning System for Generating Webfeeds. | Bora Gazen, Steven Minton |
| 2005 | ICDM | A Heterogeneous Field Matching Method for Record Linkage. | Steven Minton, Claude Nanjo, Craig A. Knoblock, Martin Michalowski, Matthew Michelson |
| 2004 | SIGMOD | Using the Structure of Web Sites for Automatic Segmentation of Tables. | Kristina Lerman, Lise Getoor, Steven Minton, Craig A. Knoblock |
| 2003 | IJCAI | Trainability: Developing a responsive learning system. | Steven Minton, Sorinel I. Ticrea, Jennifer Beach |
| 2003 | IJCAI | Active Learning with Strong and Weak Views: A Case Study on Wrapper Induction. | Ion Muslea, Steven Minton, Craig A. Knoblock |
| 2003 | IKE | Inducing Web Agents: Sample Page Management. | Sorinel I. Ticrea, Steven Minton |
| 2002 | AAAI | Getting from Here to There: Interactive Planning and Agent Execution for Optimizing Travel. | Jos Luis Ambite, Greg Barish, Craig A. Knoblock, Maria Muslea, Jean Oh, Steven Minton |
| 2002 | ICML | Active + Semi-supervised Learning = Robust Multi-View Learning. | Ion Muslea, Steven Minton, Craig A. Knoblock |
| 2002 | ICML | Adaptive View Validation: A First Step Towards Automatic View Detection. | Ion Muslea, Steven Minton, Craig A. Knoblock |
| 2002 | KDD | Learning domain-independent string transformation weights for high accuracy object identification. | Sheila Tejada, Craig A. Knoblock, Steven Minton |
| 2001 | IUI | AN intelligent user interface for mixed-initiative multi-source travel planning. | Martin Frank, Maria Muslea, Jean Oh, Steven Minton, Craig A. Knoblock |
| 2001 | WWW | Mixed-initiative, multi-source information assistants. | Craig A. Knoblock, Steven Minton, Jos Luis Ambite, Maria Muslea, Jean Oh, Martin Frank |
| 2000 | AAAI | The TheaterLoc Virtual Application. | Greg Barish, Craig A. Knoblock, Yi-Shin Chen, Steven Minton, Andrew Philpot, Cyrus Shahabi |
| 2000 | AAAI | Speculative Execution for Information Agents. | Greg Barish, Craig A. Knoblock, Steven Minton |
| 2000 | AAAI | Learning the Common Structure of Data. | Kristina Lerman, Steven Minton |
| 2000 | AAAI | Selective Sampling with Redundant Views. | Ion Muslea, Steven Minton, Craig A. Knoblock |
| 2000 | AAAI | Selective Sampling with Co-Testing: Preliminary Results. | Ion Muslea, Steven Minton, Craig A. Knoblock |
| 2000 | ICDE | TheaterLoc: Using Information Integration Technology to Rapidly Build Virtual Applications. | Greg Barish, Yi-Shin Chen, Dan DiPasquo, Craig A. Knoblock, Steven Minton, Ion Muslea, Cyrus Shahabi |
| 1999 | AAAI | Active Learning for Hierarchical Wrapper Induction. | Ion Muslea, Steven Minton, Craig A. Knoblock |
| 1999 | AAAI | Learning to Handle Inconsistency for Multi-Source Integration. | Sheila Tejada, Craig A. Knoblock, Steven Minton |
| 1999 | IJCAI | TheaterLoc: A Case Study in Building An Information Integration System. | Greg Barish, Craig A. Knoblock, Yi-Shin Chen, Steven Minton, Andrew Philpot, Cyrus Shahabi |
| 1998 | AAAI | Modeling Web Sources for Information Integration. | Craig A. Knoblock, Steven Minton, Jos Luis Ambite, Naveen Ashish, Pragnesh Jay Modi, Ion Muslea, Andrew Philpot, Sheila Tejada |
| 1998 | AAAI | Handling Inconsistency for Multi-Source Integration. | Sheila Tejada, Craig A. Knoblock, Steven Minton |
| 1998 | SIGMOD | ARIADNE: A System for Constructing Mediators for Internet Sources. | Jos Luis Ambite, Naveen Ashish, Greg Barish, Craig A. Knoblock, Steven Minton, Pragnesh Jay Modi, Ion Muslea, Andrew Philpot, Sheila Tejada |
| 1997 | CP | Configurable Solvers: Tailoring General Methods to Specific Applications. | Steven Minton |
| 1996 | AAAI | Is There Any Need for Domain-Dependent Control Information?: A Reply. | Steven Minton |
| 1996 | AAAI | Learning Models for Multi-Source Integration. | Sheila Tejada, Craig A. Knoblock, Steven Minton |
| 1996 | AI | Selecting the Right Heuristic Algorithm: Runtime Performance Predictors. | John A. Allen, Steven Minton |
| 1994 | AAAI | Small is Beautiful: A Brute-Force Approach to Learning First-Order Formulas. | Steven Minton, Ian Underwood |
| 1993 | AAAI | Integrating Heuristics for Constraint Satisfaction Problems: A Case Study. | Steven Minton |
| 1993 | IJCAI | An Analytic Learning System for Specializing Heuristics. | Steven Minton |
| 1992 | ICML | Why EBL Produces Overly-Specific Knowledge: A Critique of the PRODIGY Approaches. | Oren Etzioni, Steven Minton |
| 1992 | KR | Total Order vs. Partial Order Planning: Factors Influencing Performance. | Steven Minton, Mark Drummond, John L. Bresina, Andrew B. Philips |
| 1991 | AAAI | Integrating Abstraction and Explanation-Based Learning in PRODIGY. | Craig A. Knoblock, Steven Minton, Oren Etzioni |
| 1991 | IJCAI | Commitment Strategies in Planning: A Comparative Analysis. | Steven Minton, John L. Bresina, Mark Drummond |
| 1990 | AAAI | Solving Large-Scale Constraint-Satisfaction and Scheduling Problems Using a Heuristic Repair Method. | Steven Minton, Mark D. Johnston, Andrew B. Philips, Philip Laird |
| 1990 | ICML | Issues in the Design of Operator Composition Systems. | Steven Minton |
| 1988 | AAAI | Quantitative Results Concerning the Utility of Explanation-Based Learning. | Steven Minton |
| 1987 | IJCAI | Strategies for Learning Search Control Rules: An Explanation-based Approach. | Steven Minton, Jaime G. Carbonell |
| 1985 | IJCAI | Selectively Generalizing Plans for Problem-Solving. | Steven Minton |
| 1985 | IJCAI | Controlling Search in Flexible Parsing. | Steven Minton, Philip J. Hayes, Jill Fain |
| 1984 | AAAI | Constraint-Based Generalization: Learning Game-Playing Plans From Single Examples. | Steven Minton |