Next Interest Flow: A Generative Pre-training Paradigm for Recommender Systems by Modeling All-domain Movelines.

@inproceedings{gao-2026-next, author = {Chen Gao and Jing Liu and Zixin Zhao and Lv Shao and Ruifang He and Jing Liu and Zixin Zhao and Tong Liu and Yuexian Hou and Lv Shao and Ruifang He and Tong Liu and Yuexian Hou}, 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 = {{Next Interest Flow: A Generative Pre-training Paradigm for Recommender Systems by Modeling All-domain Movelines}}, booktitle = {{Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026}}, pages = {4593--4598}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805712.3808482}, doi = {https://doi.org/10.1145/3805712.3808482} }