: Generative foundation models: LLM, LVM, LMM, VLA, etc. Personalization and on-device adaptation of generative models Efficient... fine-tuning techniques (LoRA, adapters, parameter-efficient tuning) Multi-modal generation (text-to-image, text-to-video...