The main purpose of the VALSE Annual Seminar is to provide a deep academic exchange platform for young Chinese scholars (mainly from the post-1980s generation) in the fields of computer vision, image processing, pattern recognition, and machine learning research. The conference aims to promote intellectual exchange and academic cooperation among young domestic scholars, thereby making significant academic contributions in related fields and enhancing the academic influence of Chinese scholars on the international academic stage.