Publications

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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)
2026
Y. Zhang, Moavenzadeh, S., Amjad, J., Apul, O., Barua, A., Evrendilek, F., Hahmann, T., Hettiarachchi, G., Hitzler, P., Kedrowski, D., Kilaru, V., Lashkari, P., Schweikert, K., Williams, A., and McGinty, H., “CompTox Ontology: Leveraging Knowledge Graphs for PFAS Monitoring and Decision-Making”, in THE ACM WEB CONFERENCE 2026, Dubai, United Arab Emirates, April 13-17, 2026.PDF icon CompTox_Ontology_ACM_submission.pdf (707.69 KB)
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)
S. Saki Norouzi, Masjedi, M., and Hitzler, P., “Towards Decoding Grammar Perception: Identifying Specialized Neurons in LLMs”, 2026.
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)
S. Saki Norouzi and Hitzler, P., “Knowledge-Enhanced Geospatial QA: Integrating Wikidata Fact Verification with LLMs”, AAAI-MAKE. 2025.PDF icon 35609-Article Text-39680-1-2-20250528-7.pdf (137.24 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)
S. Saki Norouzi, Barua, A., Christou, A., Gautam, N., Eells, A., Hitzler, P., and Shimizu, C., “Ontology Population using LLMs”, in Handbook on Neurosymbolic AI and Knowledge Graphs, 2025.PDF icon 2024_NAI_KG_book_chapter__Ontology_Population_with_LLMs.pdf (285.91 KB)
2024
S. Ereshi Akkamahadevi, Dalal, A., and Hitzler, P., “Automating CNN Neuron Interpretation using Concept Induction”, in THE 23RD INTERNATIONAL SEMANTIC WEB CONFERENCE, ISWC 2024, 2024.PDF icon 2024_ISWC_demo_xai_automation_Lab_upload_Samatha.pdf (874.76 KB)
J. Zalewski and Hitzler, P., “A Case for Extensional Non-Wellfounded Metamodeling”, LPAR 25, vol. 18. EasyChair, Balaclava, Mauritius, p. 163--178, 2024.PDF icon A_Case_for_Extensional_Non-Wellfounded_Metamodeling.pdf (507.42 KB)
A. Eells, Dave, B., Hitzler, P., and Shimizu, C., “Commonsense Ontology Micropatterns”, in 18th International Conference on Neural-Symbolic Learning and Reasoning, NeSy 2024, Barcelona, ES, 2024.PDF icon 2024-micropatterns.pdf (357.68 KB)

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