DeepProbLog: Neural Probabilistic Logic Programming. - Robin Manhaeve; Sebastijan Dumancic; Angelika Kimmig; Thomas Demeester; Luc De Raedt (NeurIPS, 2018)

Neuro-Symbolic = Neural + Logical + Probabilistic. - Luc De Raedt; Robin Manhaeve; Sebastijan Dumancic; Thomas Demeester; Angelika Kimmig (NeSy@IJCAI, 2019)

From Statistical Relational to Neuro-Symbolic Artificial Intelligence. - Luc De Raedt; Sebastijan Dumancic; Robin Manhaeve; Giuseppe Marra (IJCAI, 2020)

Approximate Inference for Neural Probabilistic Logic Programming. - Robin Manhaeve; Giuseppe Marra; Luc De Raedt (KR, 2021)

Neural probabilistic logic programming in DeepProbLog. - Robin Manhaeve; Sebastijan Dumancic; Angelika Kimmig; Thomas Demeester; Luc De Raedt (Artif. Intell., 2021)

From Statistical Relational to Neural Symbolic Artificial Intelligence: a Survey. - Giuseppe Marra; Sebastijan Dumancic; Robin Manhaeve; Luc De Raedt (CoRR, 2021)

Neuro-Symbolic AI = Neural + Logical + Probabilistic AI. - Robin Manhaeve; Giuseppe Marra; Thomas Demeester; Sebastijan Dumancic; Angelika Kimmig; Luc De Raedt (Neuro-Symbolic Artificial Intelligence, 2021)

DeepStochLog: Neural Stochastic Logic Programming. - Thomas Winters; Giuseppe Marra; Robin Manhaeve; Luc De Raedt (AAAI, 2022)

GEDI: GEnerative and DIscriminative Training for Self-Supervised Learning. - Emanuele Sansone; Robin Manhaeve (CoRR, 2022)

An Experimental Overview of Neural-Symbolic Systems. - Arne Vermeulen; Robin Manhaeve; Giuseppe Marra (ILP, 2023)

Neural probabilistic logic programming in discrete-continuous domains. - Lennert De Smet; Pedro Zuidberg Dos Martires; Robin Manhaeve; Giuseppe Marra; Angelika Kimmig; Luc De Raedt (UAI, 2023)

Learning Symbolic Representations Through Joint GEnerative and DIscriminative Training. - Emanuele Sansone; Robin Manhaeve (CoRR, 2023)

ULLER: A Unified Language for Learning and Reasoning. - Emile van Krieken; Samy Badreddine; Robin Manhaeve; Eleonora Giunchiglia (NeSy (1), 2024)

A Bayesian Unification of Self-Supervised Clustering and Energy-Based Models. - Emanuele Sansone; Robin Manhaeve (CoRR, 2024)

Towards a fully declarative neuro-symbolic language. - Tilman Hinnerichs; Robin Manhaeve; Giuseppe Marra; Sebastijan Dumancic (CoRR, 2024)

Semirings for probabilistic and neuro-symbolic logic programming. - Vincent Derkinderen; Robin Manhaeve; Pedro Zuidberg Dos Martires; Luc De Raedt (Int. J. Approx. Reason., 2024)

From statistical relational to neurosymbolic artificial intelligence: A survey. - Giuseppe Marra; Sebastijan Dumancic; Robin Manhaeve; Luc De Raedt (Artif. Intell., 2024)