Stepwise Contrastive Reasoning for Retrieval-Augmented Generation over Knowledge Graphs

Chenxiao Lin, Ye Luo, KunHong Liu 0001, Qingqiang Wu 0001. Stepwise Contrastive Reasoning for Retrieval-Augmented Generation over Knowledge Graphs. In Sven Koenig, Chad Jenkins, Matthew E. Taylor, editors, Fortieth AAAI Conference on Artificial Intelligence, Thirty-Eighth Conference on Innovative Applications of Artificial Intelligence, Sixteenth Symposium on Educational Advances in Artificial Intelligence, AAAI 2026, Singapore, January 20-27, 2026. pages 15243-15251, AAAI Press, 2026. [doi]

Authors

Chenxiao Lin

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Ye Luo

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KunHong Liu 0001

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Qingqiang Wu 0001

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