Schockaert, Steven

32 publications

ICLR 2025 Systematic Relational Reasoning with Epistemic Graph Neural Networks Irtaza Khalid, Steven Schockaert

NeurIPS 2025 When No Paths Lead to Rome: Benchmarking Systematic Neural Relational Reasoning Anirban Das, Irtaza Khalid, Rafael Peñaloza, Steven Schockaert

IJCAI 2024 Capturing Knowledge Graphs and Rules with Octagon Embeddings Victor Charpenay, Steven Schockaert

NeurIPSW 2024 STaR: Benchmarking Spatio-Temporal Reasoning for Systematic Generalization Irtaza Khalid, Steven Schockaert

AAAI 2022 Inferring Prototypes for Multi-Label Few-Shot Image Classification with Word Vector Guided Attention Kun Yan, Chenbin Zhang, Jun Hou, Ping Wang, Zied Bouraoui, Shoaib Jameel, Steven Schockaert

IJCAI 2021 A Description Logic for Analogical Reasoning Steven Schockaert, Yazmín Ibáñez-García, Víctor Gutiérrez-Basulto

IJCAI 2021 Modelling General Properties of Nouns by Selectively Averaging Contextualised Embeddings Na Li, Zied Bouraoui, José Camacho-Collados, Luis Espinosa Anke, Qing Gu, Steven Schockaert

IJCAI 2020 Hierarchical Linear Disentanglement of Data-Driven Conceptual Spaces Rana Alshaikh, Zied Bouraoui, Steven Schockaert

AAAI 2020 Inducing Relational Knowledge from BERT Zied Bouraoui, José Camacho-Collados, Steven Schockaert

AAAI 2020 Modelling Semantic Categories Using Conceptual Neighborhood Zied Bouraoui, José Camacho-Collados, Luis Espinosa Anke, Steven Schockaert

IJCAI 2019 A Latent Variable Model for Learning Distributional Relation Vectors José Camacho-Collados, Luis Espinosa Anke, Shoaib Jameel, Steven Schockaert

AAAI 2019 Automated Rule Base Completion as Bayesian Concept Induction Zied Bouraoui, Steven Schockaert

AAAI 2019 Word Embedding as Maximum a Posteriori Estimation Shoaib Jameel, Zihao Fu, Bei Shi, Wai Lam, Steven Schockaert

IJCAI 2018 Learning Conceptual Space Representations of Interrelated Concepts Zied Bouraoui, Steven Schockaert

JAIR 2018 Lifted Relational Neural Networks: Efficient Learning of Latent Relational Structures Gustav Sourek, Vojtech Aschenbrenner, Filip Zelezný, Steven Schockaert, Ondrej Kuzelka

UAI 2018 PAC-Reasoning in Relational Domains Ondrej Kuzelka, Yuyi Wang, Jesse Davis, Steven Schockaert

IJCAI 2018 Reasoning About Betweenness and RCC8 Constraints in Qualitative Conceptual Spaces Steven Schockaert, Sanjiang Li

AAAI 2018 Relational Marginal Problems: Theory and Estimation Ondrej Kuzelka, Yuyi Wang, Jesse Davis, Steven Schockaert

ECML-PKDD 2018 VC-Dimension Based Generalization Bounds for Relational Learning Ondrej Kuzelka, Yuyi Wang, Steven Schockaert

IJCAI 2017 Induction of Interpretable Possibilistic Logic Theories from Relational Data Ondrej Kuzelka, Jesse Davis, Steven Schockaert

AAAI 2017 Inductive Reasoning About Ontologies Using Conceptual Spaces Zied Bouraoui, Shoaib Jameel, Steven Schockaert

IJCAI 2016 Learning Possibilistic Logic Theories from Default Rules Ondrej Kuzelka, Jesse Davis, Steven Schockaert

IJCAI 2016 Plausible Reasoning Based on Qualitative Entity Embeddings Steven Schockaert, Shoaib Jameel

UAI 2015 Encoding Markov Logic Networks in Possibilistic Logic Ondrej Kuzelka, Jesse Davis, Steven Schockaert

IJCAI 2015 Multilateral Negotiation in Boolean Games with Incomplete Information Using Generalized Possibilistic Logic Sofie De Clercq, Steven Schockaert, Ann Nowé, Martine De Cock

IJCAI 2015 Qualitative Reasoning About Directions in Semantic Spaces Steven Schockaert, Jae Hee Lee

IJCAI 2013 Combining RCC5 Relations with Betweenness Information Steven Schockaert, Sanjiang Li

IJCAI 2013 Interpolative Reasoning with Default Rules Steven Schockaert, Henri Prade

IJCAI 2013 Towards a Deeper Understanding of Nonmonotonic Reasoning with Degrees Marjon Blondeel, Steven Schockaert, Dirk Vermeir, Martine De Cock

AAAI 2010 An Inconsistency-Tolerant Approach to Information Merging Based on Proposition Relaxation Steven Schockaert, Henri Prade

UAI 2010 Possibilistic Answer Set Programming Revisited Kim Bauters, Steven Schockaert, Martine De Cock, Dirk Vermeir

IJCAI 2007 Qualitative Temporal Reasoning About Vague Events Steven Schockaert, Martine De Cock, Etienne E. Kerre