LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture

Yanhui Li, Dongxia Wang 0002, Zhu Sun 0001, Haonan Zhang 0007, Huizhong Guo. LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture. In Luiza Antonie, Jian Pei 0001, Xiaohui Yu 0001, Flavio Chierichetti, Hady W. Lauw, Yizhou Sun, Srinivasan Parthasarathy 0001, editors, Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, KDD 2025, Toronto ON, Canada, August 3-7, 2025. pages 1577-1588, ACM, 2025. [doi]

Abstract

Abstract is missing.