The NODES 2024 conference invites developers and data scientists to share their knowledge on graph-driven innovation through presentations, workshops, and panel discussions. The conference features various talk tracks covering applications, AI, data science, graphs, and more. Notable talks from the previous year's conference provide inspiration for attendees. Proposals must be submitted by June 15th, and the deadline is approaching soon.