Negative Sampling in Recommendation: A Survey and Future Directions.
Haokai Ma|Ruobing Xie|Lei Meng|Fuli Feng|Xiaoyu Du|Xingwu Sun|Zhanhui Kang|Xiangxu Meng
| Anthology ID: | DBLP:journals/tois/MaXMFDSKM26 |
|---|---|
| Year: | 2026 |
| Venue: | ACM Transactions on Information Systems (TOIS) |
| Pages: | 82:1-82:44 |
| URL: | https://doi.org/10.1145/3793855 |
| DOI: | https://doi.org/10.1145/3793855 |
| DBLP: | journals/tois/MaXMFDSKM26 |
| BibTeX: |
@article{ma-2026-negative,
author = {Haokai Ma and
Ruobing Xie and
Lei Meng and
Fuli Feng and
Xiaoyu Du and
Xingwu Sun and
Zhanhui Kang and
Xiangxu Meng},
title = {{Negative Sampling in Recommendation: A Survey and Future Directions}},
journal = {ACM Transactions on Information Systems (TOIS)},
volume = {44},
number = {4},
pages = {82:1--82:44},
year = {2026},
url = {https://doi.org/10.1145/3793855},
doi = {https://doi.org/10.1145/3793855}
}