On-Device Machine Learning Model Adaptation for 6G Communications: From Standardization to Over-the-Air Prototyping Experiments Based on Beam Prediction. - Qiaoyu Li; Manish Rana; Mariko Tatsumi; Armand Ahadi-Sarkani; Amanjit Dhillon; Arumugam Kannan; Parag Kanade; Serag Gadelrab; Tao Luo 009 (IEEE J. Sel. Areas Commun., 2026)