SEAR: LLM-Powered Sequential Recommendation via Fusion of Collaborative, Semantic, and Rating Information.

@inproceedings{guan-2026-sear, author = {Wei Guan and Jian Cao and Qiqi Cai and Jianqi Gao and Jinyu Cai and See-Kiong Ng}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{SEAR: LLM-Powered Sequential Recommendation via Fusion of Collaborative, Semantic, and Rating Information}}, 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 = {5731--5740}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3792092}, doi = {https://doi.org/10.1145/3774904.3792092} }