Pre-trained LLMs Meet Sequential Recommenders: Efficient User-Centric Knowledge Distillation.

@inproceedings{severin-2026-pretrained, author = {Nikita Severin and Danil Kartushov and Vladislav Urzhumov and Vladislav Kulikov and Oksana Konovalova and Alexey Grishanov and Anton Klenitskiy and Artem Fatkulin and Alexey Vasilev and Andrey V. Savchenko and Ilya Makarov}, editor = {Ricardo Campos and Adam Jatowt and Yanyan Lan and Mohammad Aliannejadi and Christine Bauer and Sean MacAvaney and Avishek Anand and Zhaochun Ren and Suzan Verberne and Nan Bai and Masoud Mansoury}, title = {{Pre-trained LLMs Meet Sequential Recommenders: Efficient User-Centric Knowledge Distillation}}, booktitle = {{Advances in Information Retrieval - 48th European Conference on Information Retrieval, ECIR 2026, Delft, The Netherlands, March 29 - April 2, 2026, Proceedings, Part II}}, series = {Lecture Notes in Computer Science}, volume = {16484}, pages = {508--517}, publisher = {Springer}, year = {2026}, url = {https://doi.org/10.1007/978-3-032-21300-6_42}, doi = {https://doi.org/10.1007/978-3-032-21300-6_42} }