GenRec: A Preference-Oriented Generative Framework for Large-Scale Recommendation.

@inproceedings{zou-2026-genrec, author = {Yanyan Zou and Junbo Qi and Lunsong Huang and Yu Li and Kewei Xu and Jiahao Gao and Binglei Zhao and Xuanhua Yang and Sulong Xu and Shengjie Li}, 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 = {{GenRec: A Preference-Oriented Generative Framework for Large-Scale 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 = {5118--5123}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805712.3808437}, doi = {https://doi.org/10.1145/3805712.3808437} }