The Advanced Chip Forum 2024 (https://www.chip-forum.com/), focusing on the latest developments in advanced chip, is an annual joint academic and industry event.  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 academia and industry worldwide to discuss the latest research, technology trends, and application prospects in advanced chip. In-depth discussions were held on the latest research results, technology trends, and application prospects of memory system, architecture, etc.