Publications
“Towards generalizable neuro-symbolic reasoners”, Kansas State University, Manhattan, KS, 2021.
, “On the Capabilities of Pointer Networks for Deep Deductive Reasoning”, arXiv, arXiv:2106.09225 vol., 2021.
2106.09225.pdf (410.48 KB)
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“Towards Bridging the Neuro-Symbolic Gap: Deep Deductive Reasoners”, Applied Intelligence, 2021.
APIN2021.pdf (865.93 KB)
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“Neuro-symbolic approaches in artificial intelligence”, National Science Review, vol. 9, no. 6, 2022.
, “Neural-Symbolic Integration and the Semantic Web”, Semantic Web, vol. 11, no. 1, 2020.
, “Neural Fuzzy Extractors: A Secure Way to Use Artificial Neural Networks for Biometric User Authentication”, Proceedings of Privacy Enhancing Technologies , vol. 2022 (4), pp. 86-104, 2022.
2020-arxiv-nfes.pdf (408.14 KB)
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“Memory Networks for RDFS Reasoning: Experiments”, SemREC-SMART 2022, Joint Proceedings of SemREC 2022 and SMART 2022 co-located with 21st International SemanticWeb Conference (ISWC 2022). CEUR Workshop Proceedings 3337, CEUR-WS.org 2023, Hangzhou, China, pp. pp. 28-32, 2022.
, “Completion Reasoning Emulation for the Description Logic EL+”, Proceedings of the AAAI 2020 Spring Symposium on Combining Machine Learning and Knowledge Engineering in Practice, vol. 2600. CEUR-WS.org, Stanford University, Palo Alto, California, USA, 2020.
paper5.pdf (1.89 MB)
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“Semi-Supervised Approach to Monitoring Clinical Depressive Symptoms in Social Media”, in ASONAM, 2017.
, “Neuro-Symbolic Deductive Reasoning for Cross-Knowledge Graph Entailment”, in AAAI-MAKE 2021, 2021.
2021-AAAI_MAKE.pdf (753.28 KB)
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