Enhancing Transformers without Self-supervised Learning: A Loss Landscape Perspective in Sequential Recommendation

Vivian Lai, Huiyuan Chen, Chin-Chia Michael Yeh, Minghua Xu 0003, Yiwei Cai, Hao Yang 0007. Enhancing Transformers without Self-supervised Learning: A Loss Landscape Perspective in Sequential Recommendation. In Jie Zhang 0002, Li Chen 0009, Shlomo Berkovsky, Min Zhang 0006, Tommaso Di Noia, Justin Basilico, Luiz Pizzato, Yang Song, editors, Proceedings of the 17th ACM Conference on Recommender Systems, RecSys 2023, Singapore, Singapore, September 18-22, 2023. pages 791-797, ACM, 2023. [doi]

@inproceedings{LaiCY0C023,
  title = {Enhancing Transformers without Self-supervised Learning: A Loss Landscape Perspective in Sequential Recommendation},
  author = {Vivian Lai and Huiyuan Chen and Chin-Chia Michael Yeh and Minghua Xu 0003 and Yiwei Cai and Hao Yang 0007},
  year = {2023},
  doi = {10.1145/3604915.3608831},
  url = {https://doi.org/10.1145/3604915.3608831},
  researchr = {https://researchr.org/publication/LaiCY0C023},
  cites = {0},
  citedby = {0},
  pages = {791-797},
  booktitle = {Proceedings of the 17th ACM Conference on Recommender Systems, RecSys 2023, Singapore, Singapore, September 18-22, 2023},
  editor = {Jie Zhang 0002 and Li Chen 0009 and Shlomo Berkovsky and Min Zhang 0006 and Tommaso Di Noia and Justin Basilico and Luiz Pizzato and Yang Song},
  publisher = {ACM},
}