@article{lightweightfairnessforllmbasedrecommenda,
  title = {Lightweight Fairness for LLM-Based Recommendations via Kernelized Projection and Gated Adapters},
  author = {Nan Cui and Wendy Hui Wang and Yue Ning},
  year = {2026},
  eprint = {2603.23780},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.23780},
}