DeepLogic: End-to-End Logical Reasoning. - Nuri Cingillioglu; Alessandra Russo (CoRR, 2018)

DeepLogic: Towards End-to-End Differentiable Logical Reasoning. - Nuri Cingillioglu; Alessandra Russo (AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering, 2019)

Learning Invariants through Soft Unification. - Nuri Cingillioglu; Alessandra Russo (NeurIPS, 2020)

pix2rule: End-to-end Neuro-symbolic Rule Learning. - Nuri Cingillioglu; Alessandra Russo (NeSy, 2021)

HySTER: A Hybrid Spatio-Temporal Event Reasoner. - Théophile Sautory; Nuri Cingillioglu; Alessandra Russo (CoRR, 2021)

Neuro-symbolic Rule Learning in Real-world Classification Tasks. - Kexin Gu Baugh; Nuri Cingillioglu; Alessandra Russo (AAAI Spring Symposium: MAKE, 2023)