| 2025 | ICDAR | LDTR: Linear Object Detection Transformer for Accurate Graph Generation by Learning the N-Hop Connectivity Information. | Weiwei Duan, Yao-Yi Chiang, Craig A. Knoblock |
| 2025 | WWW | Embedding Spatial and Semantic Contexts for Geo-Entity Typing in Smart City Applications. | Basel Shbita, Binh Vu, Fandel Lin, Craig A. Knoblock |
| 2021 | IJCAI | SPADE: A Semi-supervised Probabilistic Approach for Detecting Errors in Tables. | Minh Pham, Craig A. Knoblock, Muhao Chen, Binh Vu, Jay Pujara |
| 2020 | KDD | An Automatic Approach for Generating Rich, Linked Geo-Metadata from Historical Map Images. | Zekun Li, Yao-Yi Chiang, Sasan Tavakkol, Basel Shbita, Johannes H. Uhl, Stefan Leyk, Craig A. Knoblock |
| 2019 | FlAIRS | Automatic Adaptation to Sensor Replacements. | Yuan Shi, T. K. Satish Kumar, Craig A. Knoblock |
| 2019 | IUI | An intelligent interface for integrating climate, hydrology, agriculture, and socioeconomic models. | Daniel Garijo, Deborah Khider, Varun Ratnakar, Yolanda Gil, Ewa Deelman, Rafael Ferreira da Silva, Craig A. Knoblock, Yao-Yi Chiang, Minh Pham, Jay Pujara, Binh Vu, Dan Feldman, Rajiv Mayani, Kelly M. Cobourn, Christopher J. Duffy, Armen R. Kemanian, Lele Shu, Vipin Kumar, Ankush Khandelwal, Kshitij Tayal, Scott D. Peckham, Maria Stoica, Anna Dabrowski, Daniel Hardesty-Lewis, Suzanne A. Pierce |
| 2019 | WWW | Learning Semantic Models of Data Sources Using Probabilistic Graphical Models. | Binh Vu, Craig A. Knoblock, Jay Pujara |
| 2018 | AAAI | Load Scheduling of Simple Temporal Networks Under Dynamic Resource Pricing. | T. K. Satish Kumar, Zhi Wang, Anoop Kumar, Craig Milo Rogers, Craig A. Knoblock |
| 2018 | FlAIRS | Alert Generation in Execution Monitoring Using Resource Envelopes. | T. K. Satish Kumar, Hong Xu, Zheng Tang, Anoop Kumar, Craig Milo Rogers, Craig A. Knoblock |
| 2018 | ISAIM | On the Linear Programming Duals of Temporal Reasoning Problems. | T. K. Satish Kumar, Zhi Wang, Anoop Kumar, Craig Milo Rogers, Craig A. Knoblock |
| 2018 | ICTAI | Constraint-Based Learning for Sensor Failure Detection and Adaptation. | Yuan Shi, T. K. Satish Kumar, Craig A. Knoblock |
| 2018 | SIGMOD | Feature Selection Methods For Understanding Business Competitor Relationships. | Rahul Gupta, Jay Pujara, Craig A. Knoblock, Shushyam M. Sharanappa, Bharat Pulavarti, Gerard Hoberg, Gordon Phillips |
| 2018 | WSDM | First Workshop on Knowledge Base Construction, Mining and Reasoning. | Xiang Ren, Craig A. Knoblock, William Yang Wang, Yu Su |
| 2017 | IJCAI | Learning with Previously Unseen Features. | Yuan Shi, Craig A. Knoblock |
| 2017 | ICTAI | A Distributed Logical Filter for Connected Row Convex Constraints. | T. K. Satish Kumar, Hong Xu, Zheng Tang, Anoop Kumar, Craig Milo Rogers, Craig A. Knoblock |
| 2017 | SIGMOD | Web Text-based Network Industry Classifications: Preliminary Results. | Eric Heiden, Gerard Hoberg, Craig A. Knoblock, Palak Modi, Gordon Phillips, Gaurangi Raul, Pedro A. Szekely |
| 2016 | IUI | Maximizing Correctness with Minimal User Effort to Learn Data Transformations. | Bo Wu, Craig A. Knoblock |
| 2015 | IJCAI | An Iterative Approach to Synthesize Data Transformation Programs. | Bo Wu, Craig A. Knoblock |
| 2014 | ICDM | Integration and Automation of Data Preparation and Data Mining. | Shrikanth S. Narayanan, Ayush Jaiswal, Yao-Yi Chiang, Yanhui Geng, Craig A. Knoblock, Pedro A. Szekely |
| 2014 | ICDM | Iteratively Learning Conditional Statements in Transforming Data by Example. | Bo Wu, Craig A. Knoblock |
| 2014 | IUI | Minimizing user effort in transforming data by example. | Bo Wu, Pedro A. Szekely, Craig A. Knoblock |
| 2013 | IJCAI | Discovering Alignments in Ontologies of Linked Data. | Rahul Parundekar, Craig A. Knoblock, Jos Luis Ambite |
| 2013 | IJCAI | A semantic approach to retrieving, linking, and integrating heterogeneous geospatial data. | Ying Zhang, Yao-Yi Chiang, Pedro A. Szekely, Craig A. Knoblock |
| 2012 | AAAI | Learning Transformation Rules by Examples. | Bo Wu, Pedro A. Szekely, Craig A. Knoblock |
| 2011 | AAAI | Using Conditional Random Fields to Exploit Token Structure and Labels for Accurate Semantic Annotation. | Aman Goel, Craig A. Knoblock, Kristina Lerman |
| 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 | ICDAR | Recognition of Multi-oriented, Multi-sized, and Curved Text. | Yao-Yi Chiang, Craig A. Knoblock |
| 2010 | ICPR | An Approach for Recognizing Text Labels in Raster Maps. | Yao-Yi Chiang, Craig A. Knoblock |
| 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 |
| 2009 | ICDAR | A Method for Automatically Extracting Road Layers from Raster Maps. | Yao-Yi Chiang, Craig A. Knoblock |
| 2009 | IJCAI | Exploiting Background Knowledge to Build Reference Sets for Information Extraction. | Matthew Michelson, Craig A. Knoblock |
| 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 |
| 2008 | IUI | Building Mashups by example. | Rattapoom Tuchinda, Pedro A. Szekely, Craig A. Knoblock |
| 2007 | CP | Reformulating CSPs for Scalability with Application to Geospatial Reasoning. | Kenneth M. Bayer, Martin Michalowski, Berthe Y. Choueiry, Craig A. Knoblock |
| 2007 | IJCAI | Learning Semantic Descriptions of Web Information Sources. | Mark James Carman, Craig A. Knoblock |
| 2007 | IUI | Building data integration queries by demonstration. | Rattapoom Tuchinda, Pedro A. Szekely, Craig A. Knoblock |
| 2006 | AAAI | Automatically Labeling the Inputs and Outputs of Web Services. | Kristina Lerman, Anon Plangprasopchok, 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 |
| 2006 | ICPR | Classification of Line and Character Pixels on Raster Maps Using Discrete Cosine Transformation Coefficients and Support Vector Machine. | Yao-Yi Chiang, Craig A. Knoblock |
| 2005 | AAAI | A Constraint Satisfaction Approach to Geospatial Reasoning. | Martin Michalowski, Craig A. Knoblock |
| 2005 | ICCBR | Learning to Optimize Plan Execution in Information Agents. | 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 |
| 2005 | IUI | Interactively building agents for consumer-side data mining. | Rattapoom Tuchinda, Craig A. Knoblock |
| 2004 | ENTER | Building Software Agents for Planning, Monitoring, and Optimizing Travel. | Craig A. Knoblock |
| 2004 | IUI | Agent wizard: building information agents by answering questions. | Rattapoom Tuchinda, Craig A. Knoblock |
| 2004 | SIGMOD | Using the Structure of Web Sites for Automatic Segmentation of Tables. | Kristina Lerman, Lise Getoor, Steven Minton, Craig A. Knoblock |
| 2003 | IJCAI | Learning Value Predictors for the Speculative Execution of Information Gathering Plans. | Greg Barish, Craig A. Knoblock |
| 2003 | IJCAI | Combining Classification and Transduction for Value Prediction in Speculative Plan Execution. | Greg Barish, Craig A. Knoblock |
| 2003 | IJCAI | Deploying Information Agents on the Web. | Craig A. Knoblock |
| 2003 | IJCAI | Active Learning with Strong and Weak Views: A Case Study on Wrapper Induction. | Ion Muslea, Steven Minton, Craig A. Knoblock |
| 2003 | IJCAI | Efficient Execution of Recursive Integration Plans. | Snehal Thakkar, Craig A. Knoblock |
| 2003 | ICWS | Proteus: A System for Dynamically Composing and Intelligently Executing Web Services. | Shahram Ghandeharizadeh, Craig A. Knoblock, Christos Papadopoulos, Cyrus Shahabi, Esam Alwagait, Jos Luis Ambite, Min Cai, Ching-Chien Chen, Parikshit Pol, Rolfe R. Schmidt, Saihong Song, Snehal Thakkar, Runfang Zhou |
| 2003 | KDD | To buy or not to buy: mining airfare data to minimize ticket purchase price. | Oren Etzioni, Rattapoom Tuchinda, Craig A. Knoblock, Alexander Yates |
| 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 | IAAI | Electric Elves: Applying Agent Technology to Support Human Organizations. | Hans Chalupsky, Yolanda Gil, Craig A. Knoblock, Kristina Lerman, Jean Oh, David V. Pynadath, Thomas A. Russ, Milind Tambe |
| 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 |
| 2001 | VLDB | The WorlInfo Assistant: Spatio-Temporal Information Integration on the Web. | Jos Luis Ambite, Craig A. Knoblock, Mohammad R. Kolahdouzan, Maria Muslea, Cyrus Shahabi, Snehal Thakkar |
| 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 | 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 | CoopIS | Selectively Materializing Data in Mediators by Analyzing User Queries. | Naveen Ashish, Craig A. Knoblock, Cyrus Shahabi |
| 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 | AAAI | Planning by Rewriting: Efficiently Generating High-Quality Plans. | Jos Luis Ambite, Craig A. Knoblock |
| 1997 | CoopIS | Semi-Automatic Wrapper Generation for Internet Information Sources. | Naveen Ashish, Craig A. Knoblock |
| 1996 | AAAI | Efficient Planning by Graph Rewriting. | Jos Luis Ambite, Craig A. Knoblock |
| 1996 | AAAI | Discovering Robust Knowledge from Dynamic Closed World Data. | Chun-Nan Hsu, Craig A. Knoblock |
| 1996 | AAAI | Learning Models for Multi-Source Integration. | Sheila Tejada, Craig A. Knoblock, Steven Minton |
| 1995 | IJCAI | Planning, Executing, Sensing, and Replanning for Information Gathering. | Craig A. Knoblock |
| 1995 | KDD | Estimating the Robustness of Discovered Knowledge. | Chun-Nan Hsu, Craig A. Knoblock |
| 1994 | CIKM | Intelligent Caching: Selecting, Representing, and Reusing Data in an Information Server. | Yigal Arens, Craig A. Knoblock |
| 1994 | CoopIS | Cooperating Agents for Information Retrieval. | Craig A. Knoblock, Yigal Arens, Chun-Nan Hsu |
| 1994 | ICML | Rule Induction for Semantic Query Optimization. | Chun-Nan Hsu, Craig A. Knoblock |
| 1994 | KDD | Rule Induction for Semantic Query Optimization. | Chun-Nan Hsu, Craig A. Knoblock |
| 1993 | CIKM | Reformulating Query Plans for Multidatabase Systems. | Chun-Nan Hsu, Craig A. Knoblock |
| 1993 | SIGMOD | SIMS: Retrieving and Integrating Information From Multiple Sources. | Yigal Arens, Craig A. Knoblock |
| 1991 | AAAI | Search Reduction in Hierarchical Problem Solving. | Craig A. Knoblock |
| 1991 | AAAI | Integrating Abstraction and Explanation-Based Learning in PRODIGY. | Craig A. Knoblock, Steven Minton, Oren Etzioni |
| 1991 | AAAI | Characterizing Abstraction Hierarchies for Planning. | Craig A. Knoblock, Josh D. Tenenberg, Qiang Yang |
| 1990 | AAAI | Learning Abstraction Hierarchies for Problem Solving. | Craig A. Knoblock |
| 1989 | ICML | Learning Hierarchies of Abstraction Spaces. | Craig A. Knoblock |