| 2015 | CPAIOR | MaxSAT-Based Cutting Planes for Learning Graphical Models. | Paul Saikko, Brandon M. Malone, Matti Jrvisalo |
| 2015 | UAI | Impact of Learning Strategies on the Quality of Bayesian Networks: An Empirical Evaluation. | Brandon M. Malone, Matti Jrvisalo, Petri Myllymki |
| 2014 | AAAI | Tightening Bounds for Bayesian Network Structure Learning. | Xiannian Fan, Changhe Yuan, Brandon M. Malone |
| 2014 | AAAI | Predicting the Hardness of Learning Bayesian Networks. | Brandon M. Malone, Kustaa Kangas, Matti Jrvisalo, Mikko Koivisto, Petri Myllymki |
| 2014 | AISTATS | Learning Optimal Bounded Treewidth Bayesian Networks via Maximum Satisfiability. | Jeremias Berg, Matti Jrvisalo, Brandon M. Malone |
| 2014 | UAI | Finding Optimal Bayesian Network Structures with Constraints Learned from Data. | Xiannian Fan, Brandon M. Malone, Changhe Yuan |
| 2013 | ISPDC | Predicting the Flexibility of Dynamic Loop Scheduling Using an Artificial Neural Network. | Srishti Srivastava, Brandon M. Malone, Nitin Sukhija, Ioana Banicescu, Florina M. Ciorba |
| 2013 | UAI | Evaluating Anytime Algorithms for Learning Optimal Bayesian Networks. | Brandon M. Malone, Changhe Yuan |
| 2012 | UAI | An Improved Admissible Heuristic for Learning Optimal Bayesian Networks. | Changhe Yuan, Brandon M. Malone |
| 2011 | AAAI | Memory-Efficient Dynamic Programming for Learning Optimal Bayesian Networks. | Brandon M. Malone, Changhe Yuan, Eric A. Hansen |
| 2011 | IJCAI | Learning Optimal Bayesian Networks Using A* Search. | Changhe Yuan, Brandon M. Malone, XiaoJian Wu |
| 2011 | UAI | Improving the Scalability of Optimal Bayesian Network Learning with External-Memory Frontier Breadth-First Branch and Bound Search. | Brandon M. Malone, Changhe Yuan, Eric A. Hansen, Susan Bridges |