L2Rec: Towards Dual-View Understanding of LLMs for Personalized Recommendation.

@inproceedings{pan-2026-l2rec, author = {Pingjun Pan and Tingting Zhou and Peiyao Lu and Tingting Fei and Hongxiang Chen and Chuanjiang Luo}, 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 = {{L2Rec: Towards Dual-View Understanding of LLMs for Personalized 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 = {4040--4044}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805712.3809943}, doi = {https://doi.org/10.1145/3805712.3809943} }