Debate over Mixed-knowledge: A Robust Multi-Agent Reasoning Framework for Incomplete Knowledge Graph Question Answering

Jilong Liu, Pengyang Shao, Wei Qin, Fei Liu 0038, Yonghui Yang 0001, Richang Hong. Debate over Mixed-knowledge: A Robust Multi-Agent Reasoning Framework for Incomplete Knowledge Graph Question Answering. 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 15333-15341, AAAI Press, 2026. [doi]

Authors

Jilong Liu

This author has not been identified. Look up 'Jilong Liu' in Google

Pengyang Shao

This author has not been identified. Look up 'Pengyang Shao' in Google

Wei Qin

This author has not been identified. Look up 'Wei Qin' in Google

Fei Liu 0038

This author has not been identified. Look up 'Fei Liu 0038' in Google

Yonghui Yang 0001

This author has not been identified. Look up 'Yonghui Yang 0001' in Google

Richang Hong

This author has not been identified. Look up 'Richang Hong' in Google