SymAgent: A Neural-Symbolic Self-Learning Agent Framework for Complex Reasoning over Knowledge Graphs.

@inproceedings{liu-2025-symagent, author = {Ben Liu and Jihai Zhang and Fangquan Lin and Cheng Yang and Min Peng and Wotao Yin}, editor = {Guodong Long and Michale Blumestein and Yi Chang and Liane Lewin-Eytan and Zi Huang and Elad Yom-Tov}, title = {{SymAgent: A Neural-Symbolic Self-Learning Agent Framework for Complex Reasoning over Knowledge Graphs}}, booktitle = {{Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025}}, pages = {98--108}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3696410.3714768}, doi = {https://doi.org/10.1145/3696410.3714768} }