| 2026 | AAAI | Two Constraint Compilation Methods for Lifted Planning. | Periklis Mantenoglou, Luigi Bonassi, Enrico Scala, Pedro Zuidberg Dos Martires |
| 2026 | GECCO | COvolve: Adversarial Co-Evolution of Large-Language-Model-Generated Policies and Environments via Two-Player Zero-Sum Game. | Alkis Sygkounas, Rishi Hazra, Andreas Persson, Pedro Zuidberg Dos Martires, Amy Loutfi |
| 2025 | ICLR | REvolve: Reward Evolution with Large Language Models using Human Feedback. | Rishi Hazra, Alkis Sygkounas, Andreas Persson, Amy Loutfi, Pedro Zuidberg Dos Martires |
| 2025 | ICLR | KLay: Accelerating Arithmetic Circuits for Neurosymbolic AI. | Jaron Maene, Vincent Derkinderen, Pedro Zuidberg Dos Martires |
| 2025 | UAI | A Quantum Information Theoretic Approach to Tractable Probabilistic Models. | Pedro Zuidberg Dos Martires |
| 2024 | AAAI | SayCanPay: Heuristic Planning with Large Language Models Using Learnable Domain Knowledge. | Rishi Hazra, Pedro Zuidberg Dos Martires, Luc De Raedt |
| 2024 | AAAI | Probabilistic Neural Circuits. | Pedro Zuidberg Dos Martires |
| 2024 | AAAI | Inference and Learning in Dynamic Decision Networks Using Knowledge Compilation. | Gabriele Venturato, Vincent Derkinderen, Pedro Zuidberg Dos Martires, Luc De Raedt |
| 2024 | KR | Automated Reasoning in Systems Biology: A Necessity for Precision Medicine. | Pedro Zuidberg Dos Martires, Vincent Derkinderen, Luc De Raedt, Marcus Krantz |
| 2023 | UAI | Neural probabilistic logic programming in discrete-continuous domains. | Lennert De Smet, Pedro Zuidberg Dos Martires, Robin Manhaeve, Giuseppe Marra, Angelika Kimmig, Luc De Raedt |
| 2022 | AAAI | Inference and Learning with Model Uncertainty in Probabilistic Logic Programs. | Victor Verreet, Vincent Derkinderen, Pedro Zuidberg Dos Martires, Luc De Raedt |
| 2021 | IJCAI | Hybrid Probabilistic Inference with Logical and Algebraic Constraints: a Survey. | Paolo Morettin, Pedro Zuidberg Dos Martires, Samuel Kolb, Andrea Passerini |
| 2021 | NeSy | Neural Semirings. | Pedro Zuidberg Dos Martires |
| 2020 | IJCAI | ProbAnch: a Modular Probabilistic Anchoring Framework. | Andreas Persson, Pedro Zuidberg Dos Martires, Luc De Raedt, Amy Loutfi |
| 2020 | UAI | Ordering Variables for Weighted Model Integration. | Vincent Derkinderen, Evert Heylen, Pedro Zuidberg Dos Martires, Samuel Kolb, Luc De Raedt |
| 2019 | AAAI | Exact and Approximate Weighted Model Integration with Probability Density Functions Using Knowledge Compilation. | Pedro Zuidberg Dos Martires, Anton Dries, Luc De Raedt |
| 2019 | IJCAI | The pywmi Framework and Toolbox for Probabilistic Inference using Weighted Model Integration. | Samuel Kolb, Paolo Morettin, Pedro Zuidberg Dos Martires, Francesco Sommavilla, Andrea Passerini, Roberto Sebastiani, Luc De Raedt |
| 2019 | UAI | How to Exploit Structure while Solving Weighted Model Integration Problems. | Samuel Kolb, Pedro Zuidberg Dos Martires, Luc De Raedt |