The Computer Vision and Pattern Recognition Conference (CVPR) 2025, the pinnacle academic event in the field of international computer vision and pattern recognition, took place in Nashville, USA, from June 11th to 15th. This year, Kuaishou made a significant impact with 12 papers accepted for presentation, spanning diverse topics including video quality assessment, multimodal dataset development, dynamic 3D avatar reconstruction, 4D scene simulation, video generation and enhancement, as well as controllable video editing. On the opening day of the conference, June 11th, Wan Pengfei, Director of the Vision Generation and Interaction Center at Kuaishou's Keling AI Business Unit, was honored with an invitation to participate and share his valuable insights.