EKD4Rec: Ensemble Knowledge Distillation from LLM-based Models to Traditional Sequential Recommenders.
Yue Wang|Dingyi Zhang|Haoyu Wenren|Yue Wang|Yingming Li
| Anthology ID: | DBLP:conf/www/WangZWWL25 |
|---|---|
| Volume: | Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025 |
| Year: | 2025 |
| Venue: | The Web Conference (WWW) |
| Publisher: | ACM |
| Pages: | 1370-1374 |
| URL: | https://doi.org/10.1145/3701716.3715527 |
| DOI: | https://doi.org/10.1145/3701716.3715527 |
| DBLP: | conf/www/WangZWWL25 |
| BibTeX: |
@inproceedings{wang-2025-ekd4rec,
author = {Yue Wang and
Dingyi Zhang and
Haoyu Wenren and
Yue Wang and
Yingming Li},
editor = {Guodong Long and
Michale Blumestein and
Yi Chang and
Liane Lewin-Eytan and
Zi Huang and
Elad Yom-Tov},
title = {{EKD4Rec: Ensemble Knowledge Distillation from LLM-based Models to Traditional Sequential Recommenders}},
booktitle = {{Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025}},
pages = {1370--1374},
publisher = {ACM},
year = {2025},
url = {https://doi.org/10.1145/3701716.3715527},
doi = {https://doi.org/10.1145/3701716.3715527}
}