This book constitutes the proceedings of the 19th International Workshop on Computational Advertising, AdKDD 2025, held in Toronto, Canada, on August 4, 2025. The 10 papers were carefully reviewed and selected from 17 submissions. They focus on computational advertising, machine learning and advertising research.