| 2013 | AAAI | On the Completeness of Lifted Variable Elimination. | Nima Taghipour, Daan Fierens, Guy Van den Broeck, Jesse Davis, Hendrik Blockeel |
| 2013 | AISTATS | Completeness Results for Lifted Variable Elimination. | Nima Taghipour, Daan Fierens, Guy Van den Broeck, Jesse Davis, Hendrik Blockeel |
| 2012 | ILP | Pairwise Markov Logic. | Daan Fierens, Kristian Kersting, Jesse Davis, Jian Chen, Martin Mladenov |
| 2011 | UAI | Inference in Probabilistic Logic Programs using Weighted CNF's. | Daan Fierens, Guy Van den Broeck, Ingo Thon, Bernd Gutmann, Luc De Raedt |
| 2010 | ECAI | Context-Specific Independence in Directed Relational Probabilistic Models and its Influence on the Efficiency of Gibbs Sampling. | Daan Fierens |
| 2010 | ICLP | Improving the Efficiency of Gibbs Sampling for Probabilistic Logical Models by Means of Program Specialization. | Daan Fierens |
| 2010 | SDM | On the Use of Combining Rules in Relational Probability Trees. | Daan Fierens |
| 2009 | ILP | On the Relationship between Logical Bayesian Networks and Probabilistic Logic Programming Based on the Distribution Semantics. | Daan Fierens |
| 2007 | ILP | Learning Directed Probabilistic Logical Models Using Ordering-Search. | Daan Fierens, Jan Ramon, Maurice Bruynooghe, Hendrik Blockeel |
| 2006 | ILP | Generalized Ordering-Search for Learning Directed Probabilistic Logical Models. | Jan Ramon, Tom Croonenborghs, Daan Fierens, Hendrik Blockeel, Maurice Bruynooghe |
| 2005 | ILP | Logical Bayesian Networks and Their Relation to Other Probabilistic Logical Models. | Daan Fierens, Hendrik Blockeel, Maurice Bruynooghe, Jan Ramon |