LLM Personalization: Foundations, Breakthroughs, and Frontiers.

@inproceedings{zhao-2026-llm, author = {Xiaoyan Zhao and Chengbing Wang and Tianqi He and Xinyu Lin and Kaiyuan Li and Zeyu Zhang and Chengbing Wang and Tianqi He and Bohao Wang and Shan Chen and Kaiyuan Li and Zeyu Zhang and Haitao Wang and Yang Zhang and Bohao Wang and Shan Chen and Qiang Liu and Wenjie Wang and Haitao Wang and Yang Zhang and Fuli Feng and Xingxing Wang and Qiang Liu and Wenjie Wang and Fuli Feng and Xingxing Wang}, editor = {Hannah Bast and Alistair Moffat and Falk Scholer and Marc Najork and Min Zhang and Hannah Bast and Marc Najork and Min Zhang}, title = {{LLM Personalization: Foundations, Breakthroughs, and Frontiers}}, booktitle = {{Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026}}, pages = {5362--5365}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805712.3808646}, doi = {https://doi.org/10.1145/3805712.3808646} }