Publications

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2024
R. Amini, Norouzi, S. Saki, Hitzler, P., and Amini, R., “Towards Complex Ontology Alignment using Large Language Models”, 2024.PDF icon Reihan'sPaper.pdf (836.44 KB)
A. Dalal, Rayan, R., Barua, A., Vasserman, E. Y., Sarker, K., and Hitzler, P., “On the Value of Labeled Data and Symbolic Methods for Hidden Neuron Activation Analysis”, in 18th International Conference on Neural-Symbolic Learning and Reasoning, NeSy 2024, 2024.PDF icon 2024_NeSy_CI.pdf (358.13 KB)
2025
A. Barua, Amini, R., Norouzi, S. Saki, Amini, R., and Hitzler, P., “Complex Ontology Alignment using LLMs: A Case Study”, in The 20th International Workshop on Ontology Matching collocated with the 24th International Semantic Web Conference ISWC-2025, Nara, Japan, 2025.PDF icon 2025_OM_Complex_OM-2.pdf (140.95 KB)
P. Hitzler, Rayan, R., Zalewski, J., Norouzi, S. Saki, Eberhart, A., and Vasserman, E. Y., “Deep Deductive Reasoning is a Hard Deep Learning Problem”, Neurosymbolic Artificial Intelligence, 2025.PDF icon 2024_NAI_DDR.pdf (414.08 KB)
A. Barua and Hitzler, P., “Description Logic Concept Learning using Large Language Models”, in 19th International Conference on Neurosymbolic Learning and Reasoning, Santa Cruz, California, USA, 2025, vol. 284:1–19, .PDF icon 48_Description_Logic_Concept_L.pdf (1.16 MB)
A. Das, Dalal, A., and Hitzler, P., “Hidden Neuron Activation Analysis on Labeled Text Data”, in K-CAP '25: Knowledge Capture Conference 2025, USA, 2025, pp. 206 - 210.PDF icon Hidden Neuron Activation Analysis on Labeled Text Data (546.58 KB)
A. Christou, Jaldi, C. Davis, Zalewski, J., McGinty, H. Kucuk, Hitzler, P., and Shimizu, C., “An Ontology for Representing Curriculum and Learning Material”. 2025.PDF icon An Ontology for Representing Curriculum and Learning Material (324.05 KB)
2026
A. Dalal, Sarma, M. Sen, Das, A., Akkamahadevi, S. E., Vasserman, E. Y., and Hitzler, P., “Neurosymbolic Hidden Neuron Analysis in Convolutional Neural Networks”, in Neuro-Symbolic AI: Bridging the Gap Between Neural Networks and Symbolic Reasoning, Elsevier, 2026.PDF icon Neurosymbolic Hidden Neuron Analysis in Convolutional Neural Networks (1005.61 KB)
A. Barua, Das, A., Sarma, M. Sen, and Hitzler, P., “Symbolic Reasoning Methods in Neural Architectures and Large Language Models”, in Neuro-Symbolic AI: Bridging the Gap Between Neural Networks and Symbolic Reasoning, 2026.PDF icon Symbolic Reasoning Methods in Neural Architectures and Large Language Models (228.31 KB)
In Press
C. Shimizu and Hitzler, P., “Ontology-based Data Organization for the Enslaved Project”, In Press.PDF icon 2020-Enslaved-dataorg.pdf (281.54 KB)

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