Publications

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Filters: Author is Avishek Das  [Clear All Filters]
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., “Reasoning in Large Language Models: RAG and Beyond”, in Neuro-Symbolic AI: Integrating Neural Networks and Symbolic Reasoning, Elsevier, 2026.PDF icon 2025_Elsevier_Book_Neurosymbolic_Reasoning_Updated-2.pdf (296.29 KB)
A. Dalal, Rayan, R., Barua, A., Akkamahadevi, S. Ereshi, Das, A., Widmer, C., Vasserman, E. Y., Sarker, K., and Hitzler, P., “Toward a Neurosymbolic Understanding of Hidden Neuron Activations”, Neurosymbolic Artificial Intelligence, vol. 2, 2026.PDF icon dalal-et-al-2026-toward-a-neurosymbolic-understanding-of-hidden-neuron-activations.pdf (1.96 MB)
2025
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)