Enhancing Bandit Algorithms with LLMs for Time-varying User Preferences in Streaming Recommendations.
Chenglei Shen|Yi Zhan|Weijie Yu|Xiao Zhang|Jun Xu
| Anthology ID: | DBLP:journals/tois/ShenZYZX26 |
|---|---|
| Year: | 2026 |
| Venue: | ACM Transactions on Information Systems (TOIS) |
| Pages: | 71:1-71:30 |
| URL: | https://doi.org/10.1145/3793543 |
| DOI: | https://doi.org/10.1145/3793543 |
| DBLP: | journals/tois/ShenZYZX26 |
| BibTeX: |
@article{shen-2026-enhancing,
author = {Chenglei Shen and
Yi Zhan and
Weijie Yu and
Xiao Zhang and
Jun Xu},
title = {{Enhancing Bandit Algorithms with LLMs for Time-varying User Preferences in Streaming Recommendations}},
journal = {ACM Transactions on Information Systems (TOIS)},
volume = {44},
number = {3},
pages = {71:1--71:30},
year = {2026},
url = {https://doi.org/10.1145/3793543},
doi = {https://doi.org/10.1145/3793543}
}