PULSE: Socially-Aware User Representation Modeling Toward Parameter-Efficient Graph Collaborative Filtering.

@inproceedings{choi-2026-pulse, author = {Doyun Choi and Cheonwoo Lee and Biniyam Aschalew Tolera and Taewook Ham and Chanyoung Park and Jaemin Yoo}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{PULSE: Socially-Aware User Representation Modeling Toward Parameter-Efficient Graph Collaborative Filtering}}, booktitle = {{Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026}}, pages = {6009--6020}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3792228}, doi = {https://doi.org/10.1145/3774904.3792228} }