| 2024 | AAAI | Approximation Algorithms for Preference Aggregation Using CP-Nets. | Abu Mohammad Hammad Ali, Boting Yang, Sandra Zilles |
| 2024 | ALT | Learning Hypertrees From Shortest Path Queries. | Shaun M. Fallat, Valerii Maliuk, Seyed Ahmad Mojallal, Sandra Zilles |
| 2024 | SOFSEM | Positive Characteristic Sets for Relational Pattern Languages. | S. Mahmoud Mousawi, Sandra Zilles |
| 2022 | AAIM | Fast Searching on k-Combinable Graphs. | Yuan Xue, Boting Yang, Sandra Zilles |
| 2022 | AI | Using Change Detection to Adapt to Dynamically Changing Trustees. | Elham Parhizkar, Mohammad Hossein Nikravan, Robert C. Holte, Sandra Zilles |
| 2022 | ALT | Distinguishing Relational Pattern Languages With a Small Number of Short Strings. | Robert C. Holte, S. Mahmoud Mousawi, Sandra Zilles |
| 2022 | CSL | Inferring Symbolic Automata. | Dana Fisman, Hadar Frenkel, Sandra Zilles |
| 2022 | ICAART | Efficient Removal of Weak Associations in Consensus Clustering. | N. C. Ruckiya Sinorina, Howard J. Hamilton, Sandra Zilles |
| 2021 | AAAI | Precision-based Boosting. | Mohammad Hossein Nikravan, Marjan Movahedan, Sandra Zilles |
| 2020 | IJCAI | Combining Direct Trust and Indirect Trust in Multi-Agent Systems. | Elham Parhizkar, Mohammad Hossein Nikravan, Robert C. Holte, Sandra Zilles |
| 2020 | SMC | Motion Path Planning of Two Robot Arms in a Common Workspace. | M. Amir Salmaninejad, Sandra Zilles, Ren V. Mayorga |
| 2019 | AAAI | On the Optimal Efficiency of Cost-Algebraic A. | Robert C. Holte, Sandra Zilles |
| 2019 | AAIM | New Results on the Zero-Visibility Cops and Robber Game. | Yuan Xue, Boting Yang, Sandra Zilles |
| 2019 | ALT | Optimal Collusion-Free Teaching. | David G. Kirkpatrick, Hans Ulrich Simon, Sandra Zilles |
| 2019 | IJCAI | Indirect Trust is Simple to Establish. | Elham Parhizkar, Mohammad Hossein Nikravan, Sandra Zilles |
| 2019 | IWOCA | A Partition Approach to Lower Bounds for Zero-Visibility Cops and Robber. | Yuan Xue, Boting Yang, Farong Zhong, Sandra Zilles |
| 2017 | ALT | Erasing Pattern Languages Distinguishable by a Finite Number of Strings. | Fahimeh Bayeh, Ziyuan Gao, Sandra Zilles |
| 2017 | ALT | Preference-based Teaching of Unions of Geometric Objects. | Ziyuan Gao, David G. Kirkpatrick, Christoph Ries, Hans Ulrich Simon, Sandra Zilles |
| 2017 | IJCAI | Front-to-End Bidirectional Heuristic Search with Near-Optimal Node Expansions. | Jingwei Chen, Robert C. Holte, Sandra Zilles, Nathan R. Sturtevant |
| 2016 | ALT | Classifying the Arithmetical Complexity of Teaching Models. | Achilles Beros, Ziyuan Gao, Sandra Zilles |
| 2016 | COCOA | Fast Searching on Complete k-partite Graphs. | Yuan Xue, Boting Yang, Farong Zhong, Sandra Zilles |
| 2016 | COLT | Preference-based Teaching. | Ziyuan Gao, Christoph Ries, Hans Ulrich Simon, Sandra Zilles |
| 2016 | IJCAI | The Complexity of Learning Acyclic CP-Nets. | Eisa Alanazi, Malek Mouhoub, Sandra Zilles |
| 2016 | IJCAI | Heuristic Subset Selection in Classical Planning. | Levi H. S. Lelis, Santiago Franco, Marvin Abisrror, Mike Barley, Sandra Zilles, Robert C. Holte |
| 2015 | ALT | Combining Models of Approximation with Partial Learning. | Ziyuan Gao, Frank Stephan, Sandra Zilles |
| 2015 | ALT | On the Teaching Complexity of Linear Sets. | Ziyuan Gao, Hans Ulrich Simon, Sandra Zilles |
| 2015 | COLT | Open Problem: Recursive Teaching Dimension Versus VC Dimension. | Hans Ulrich Simon, Sandra Zilles |
| 2015 | DIS | Detecting Transmembrane Proteins Using Decision Trees. | Mohammad Hossein Nikravan, Ashwani Kumar, Sandra Zilles |
| 2014 | AI | Robust Features for Detecting Evasive Spammers in Twitter. | Muhammad Rezaul Karim, Sandra Zilles |
| 2014 | AI | A Comparison of h 2 and MMM for Mutex Pair Detection Applied to Pattern Databases. | Mehdi Sadeqi, Robert C. Holte, Sandra Zilles |
| 2014 | ALT | Editors' Introduction. | Peter Auer, Alexander Clark, Thomas Zeugmann, Sandra Zilles |
| 2014 | ALT | Generalizing Labeled and Unlabeled Sample Compression to Multi-label Concept Classes. | Rahim Samei, Boting Yang, Sandra Zilles |
| 2014 | COLT | Sample Compression for Multi-label Concept Classes. | Rahim Samei, Pavel Semukhin, Boting Yang, Sandra Zilles |
| 2014 | LATA | Distinguishing Pattern Languages with Membership Examples. | Zeinab Mazadi, Ziyuan Gao, Sandra Zilles |
| 2013 | ALT | Order Compression Schemes. | Malte Darnstdt, Thorsten Doliwa, Hans Ulrich Simon, Sandra Zilles |
| 2013 | ALT | Partial Learning of Recursively Enumerable Languages. | Ziyuan Gao, Frank Stephan, Sandra Zilles |
| 2013 | IDA | Learning Models of Activities Involving Interacting Objects. | Cristina E. Manfredotti, Kim Steenstrup Pedersen, Howard J. Hamilton, Sandra Zilles |
| 2012 | AAAI | Fast and Accurate Predictions of IDA*'s Performance. | Levi Lelis, Sandra Zilles, Robert C. Holte |
| 2012 | ALT | Sauer's Bound for a Notion of Teaching Complexity. | Rahim Samei, Pavel Semukhin, Boting Yang, Sandra Zilles |
| 2012 | KI | PAC-Learning with General Class Noise Models. | Shahin Jabbari, Robert C. Holte, Sandra Zilles |
| 2012 | KI | Improved Query Suggestion by Query Search. | Xiaomin Zhang, Sandra Zilles, Robert C. Holte |
| 2012 | LATA | Polynomial-Time Algorithms for Learning Typed Pattern Languages. | Michael Geilke, Sandra Zilles |
| 2012 | SoCS | Learning Heuristic Functions Faster by Using Predicted Solution Costs. | Levi H. S. Lelis, Shahab Jabbari Arfaee, Sandra Zilles, Robert C. Holte |
| 2012 | SoCS | Predicting Optimal Solution Cost with Bidirectional Stratified Sampling (Abstract). | Levi H. S. Lelis, Roni Stern, Ariel Felner, Sandra Zilles, Robert C. Holte |
| 2011 | AAAI | Time Complexity of Iterative-Deepening A*: The Informativeness Pathology (Abstract). | Levi Lelis, Sandra Zilles, Robert C. Holte |
| 2011 | AAAI | A Bayesian Concept Learning Approach to Crowdsourcing. | Paolo Viappiani, Sandra Zilles, Howard J. Hamilton, Craig Boutilier |
| 2011 | ALT | Learning Relational Patterns. | Michael Geilke, Sandra Zilles |
| 2011 | ALT | Erratum: Learning without Coding. | Samuel E. Moelius, Sandra Zilles |
| 2011 | IJCAI | A Bayesian Concept Learning Approach to Crowdsourcing. | Paolo Viappiani, Sandra Zilles, Howard J. Hamilton, Craig Boutilier |
| 2011 | ICTAI | Simultaneous Tracking and Activity Recognition. | Cristina E. Manfredotti, David J. Fleet, Howard J. Hamilton, Sandra Zilles |
| 2011 | SoCS | Improved Prediction of IDA*'s Performance via Epsilon-Truncation. | Levi Lelis, Sandra Zilles, Robert C. Holte |
| 2011 | WADS | Competitive Search in Symmetric Trees. | David G. Kirkpatrick, Sandra Zilles |
| 2010 | ALT | Recursive Teaching Dimension, Learning Complexity, and Maximum Classes. | Thorsten Doliwa, Hans Ulrich Simon, Sandra Zilles |
| 2010 | ALT | Learning without Coding. | Samuel E. Moelius, Sandra Zilles |
| 2010 | SoCS | Bootstrap Learning of Heuristic Functions. | Shahab Jabbari Arfaee, Sandra Zilles, Robert C. Holte |
| 2009 | ICDM | Unsupervised Class Separation of Multivariate Data through Cumulative Variance-Based Ranking. | Andrew Foss, Osmar R. Zaane, Sandra Zilles |
| 2008 | ALT | Active Learning of Group-Structured Environments. | Gbor Bartk, Csaba Szepesvri, Sandra Zilles |
| 2008 | ALT | Learning with Temporary Memory. | Steffen Lange, Samuel E. Moelius, Sandra Zilles |
| 2008 | COLT | Teaching Dimensions based on Cooperative Learning. | Sandra Zilles, Steffen Lange, Robert Holte, Martin Zinkevich |
| 2006 | ALT | Towards a Better Understanding of Incremental Learning. | Sanjay Jain, Steffen Lange, Sandra Zilles |
| 2005 | ALT | Gold-Style and Query Learning Under Various Constraints on the Target Class. | Sanjay Jain, Steffen Lange, Sandra Zilles |
| 2004 | ALT | Comparison of Query Learning and Gold-Style Learning in Dependence of the Hypothesis Space. | Steffen Lange, Sandra Zilles |
| 2004 | COLT | Replacing Limit Learners with Equally Powerful One-Shot Query Learners. | Steffen Lange, Sandra Zilles |
| 2003 | ALT | On the Learnability of Erasing Pattern Languages in the Query Model. | Steffen Lange, Sandra Zilles |
| 2003 | ALT | Intrinsic Complexity of Uniform Learning. | Sandra Zilles |
| 2003 | IJCNN | Formal models of incremental learning and their analysis. | Steffen Lange, Sandra Zilles |
| 2002 | COLT | Merging Uniform Inductive Learners. | Sandra Zilles |
| 2001 | ALT | On the Comparison of Inductive Inference Criteria for Uniform Learning of Finite Classes. | Sandra Zilles |
| 2001 | COLT | On the Synthesis of Strategies Identifying Recursive Functions. | Sandra Zilles |