DAMA: A Dual Alignment Framework for Enhanced LLM-Powered Recommendations

Qingwen Zeng, Lining Chen, Jushang Qiu, Fangchen Liu, Huaming Chen, Ling Chen. DAMA: A Dual Alignment Framework for Enhanced LLM-Powered Recommendations. In IEEE International Conference on Data Mining, ICDM 2025, Washington DC, USA, November 12-15, 2025. pages 1692-1701, IEEE, 2025. [doi]

@inproceedings{ZengCQLCC25,
  title = {DAMA: A Dual Alignment Framework for Enhanced LLM-Powered Recommendations},
  author = {Qingwen Zeng and Lining Chen and Jushang Qiu and Fangchen Liu and Huaming Chen and Ling Chen},
  year = {2025},
  doi = {10.1109/ICDM65498.2025.00182},
  url = {https://doi.org/10.1109/ICDM65498.2025.00182},
  researchr = {https://researchr.org/publication/ZengCQLCC25},
  cites = {0},
  citedby = {0},
  pages = {1692-1701},
  booktitle = {IEEE International Conference on Data Mining, ICDM 2025, Washington DC, USA, November 12-15, 2025},
  publisher = {IEEE},
  isbn = {979-8-3315-9599-9},
}