SELF: Surrogate-light Feature Selection with Large Language Models in Deep Recommender Systems.

@inproceedings{jia-2025-self, author = {Pengyue Jia and Zhaocheng Du and Yichao Wang and Xiangyu Zhao and Xiaopeng Li and Yuhao Wang and Qidong Liu and Huifeng Guo and Ruiming Tang}, editor = {Meeyoung Cha and Carl Yang and Senjuti Basu Roy and Chanyoung Park and Zhenhui Jessie Li and Noseong Park and Carl Yang and Senjuti Basu Roy and Zhenhui Jessie Li and Jaap Kamps and Kijung Shin and Bryan Hooi and Lifang He}, title = {{SELF: Surrogate-light Feature Selection with Large Language Models in Deep Recommender Systems}}, booktitle = {{Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025}}, pages = {1145--1155}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3746252.3761378}, doi = {https://doi.org/10.1145/3746252.3761378} }