PortLLM: Personalizing Evolving Large Language Models with Training-Free and Portable Model Patches

Rana Muhammad Shahroz, Pingzhi Li, Sukwon Yun, Zhenyu Wang, Shahriar Nirjon, Chau-Wai Wong, Tianlong Chen. PortLLM: Personalizing Evolving Large Language Models with Training-Free and Portable Model Patches. In The Thirteenth International Conference on Learning Representations, ICLR 2025, Singapore, April 24-28, 2025. OpenReview.net, 2025. [doi]

@inproceedings{ShahrozLYWNWC25,
  title = {PortLLM: Personalizing Evolving Large Language Models with Training-Free and Portable Model Patches},
  author = {Rana Muhammad Shahroz and Pingzhi Li and Sukwon Yun and Zhenyu Wang and Shahriar Nirjon and Chau-Wai Wong and Tianlong Chen},
  year = {2025},
  url = {https://openreview.net/forum?id=gyHoR6uFhU},
  researchr = {https://researchr.org/publication/ShahrozLYWNWC25},
  cites = {0},
  citedby = {0},
  booktitle = {The Thirteenth International Conference on Learning Representations, ICLR 2025, Singapore, April 24-28, 2025},
  publisher = {OpenReview.net},
}