The EDA Forum 2024 (https://www.eda-forum.org/), focusing on the latest research advancements in the EDA field, is an annual collaborative event that brings together academia and industry. The 2024 edition was hosted by the Hong Kong University of Science and Technology (Guangzhou) and the IEEE CEDA Guangzhou Chapter. The forum invited leading experts from around the world to discuss recent research advancements, address current challenges, and explore future trends and opportunities. The event served as an open platform for promoting academic exchange and industrial collaboration both domestically and internationally.