DCGL: Dual-Channel Graph Learning with Large Language Models for Knowledge-Aware Recommendation.

@inproceedings{zou-2026-dcgl, author = {Xinchi Zou and Tongzhenzhi Su and Jianjun Li and Yuan Fu and Chang Liu and Zhiying Deng and Zhiwei Shen}, editor = {Hannah Bast and Alistair Moffat and Falk Scholer and Marc Najork and Min Zhang and Hannah Bast and Marc Najork and Min Zhang}, title = {{DCGL: Dual-Channel Graph Learning with Large Language Models for Knowledge-Aware Recommendation}}, booktitle = {{Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026}}, pages = {2633--2643}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805712.3809546}, doi = {https://doi.org/10.1145/3805712.3809546} }