On June 6, 2025, the 15th Vision And Learning Seminar (VALSE 2025), sponsored by the China Society for Image and Graphics and hosted by Sun Yat‑sen University, officially opened in Zhuhai. Associate Professor Yuchen Zheng was invited to attend the conference. With the core theme of “Vision and Learning Driven by Intelligence”, the conference delivered the latest research breakthroughs and development trends in artificial intelligence through numerous frontier academic reports, cutting‑edge result sharing and industrial‑innovation forums.