Scalable Scientific Interest Profiling Using Large Language Models. - Yilun Liang; Gongbo Zhang; Edward Sun; Betina Idnay; Yilu Fang; Fangyi Chen; Casey N. Ta; Yifan Peng 002; Chunhua Weng (CoRR, 2025)