PS-SA: An Efficient Self-Attention via Progressive Sampling for User Behavior Sequence Modeling

Jiacen Hu, Zhangming Chan, Yu Zhang, Shuguang Han, Siyuan Lou, Baolin Liu, Han Zhu, Yuning Jiang, Jian Xu, Bo Zheng 0007. PS-SA: An Efficient Self-Attention via Progressive Sampling for User Behavior Sequence Modeling. In Ingo Frommholz, Frank Hopfgartner, Mark Lee 0001, Michael Oakes 0001, Mounia Lalmas, Min Zhang 0006, Rodrygo L. T. Santos, editors, Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023. pages 4639-4645, ACM, 2023. [doi]

@inproceedings{HuCZHLLZJX023,
  title = {PS-SA: An Efficient Self-Attention via Progressive Sampling for User Behavior Sequence Modeling},
  author = {Jiacen Hu and Zhangming Chan and Yu Zhang and Shuguang Han and Siyuan Lou and Baolin Liu and Han Zhu and Yuning Jiang and Jian Xu and Bo Zheng 0007},
  year = {2023},
  doi = {10.1145/3583780.3615495},
  url = {https://doi.org/10.1145/3583780.3615495},
  researchr = {https://researchr.org/publication/HuCZHLLZJX023},
  cites = {0},
  citedby = {0},
  pages = {4639-4645},
  booktitle = {Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023},
  editor = {Ingo Frommholz and Frank Hopfgartner and Mark Lee 0001 and Michael Oakes 0001 and Mounia Lalmas and Min Zhang 0006 and Rodrygo L. T. Santos},
  publisher = {ACM},
}