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ILP Program (All times are CEST)


Monday 25



13:30 - 14:30: Joint Session
13:30 - 13:50
Journal TrackGustav Sourek, Filip Zelezny and Ondrej Kuzelka
Beyond Graph Neural Networks with Lifted Relational Neural Networks (pdf)
13:50 - 14:10
Journal TrackVarun Embar, Sriram Srinivasan and Lise Getoor
A Comparison of Statistical Relational Learning and Graph Neural Networks for Aggregate Graph Queries (pdf)
14:10 - 14:30
Journal TrackTirtharaj Dash, Ashwin Srinivasan, Lovekesh Vig
Incorporating Symbolic Domain Knowledge into Graph Neural Networks (pdf)


Tuesday 26



13:30 - 14:30: Joint Session
13:30 - 13:50
Journal TrackJiaoyan Chen, Pan Hu, Ernesto Jimenez-Ruiz, Ole Magnus Holter, Denvar Antonyrajah and Ian Horrocks
OWL2Vec*: Embedding of OWL Ontologies
13:50 - 14:10
Journal TrackLudovico Mitchener, David Tuckey, Matthew Crosby and Alessandra Russo
Detect, Understand, Act: A Neuro-Symbolic Hierarchical Reinforcement Learning Framework
14:10 - 14:30
Journal TrackWen-Chi Yang, Jean-Francois Raskin and Luc De Raedt
Lifted Model Checking for Relational MDPs