The three-volume set LNICST 624, 625, 626 constitutes the refereed proceedings of the 20th EAI International Conference on Collaborative Computing: Networking, Applications and Worksharing, CollaborateCom 2024, held in Wuzhen, China, during November 14–17, 2024. The 62 full papers were carefully reviewed and selected from 173 submissions. They are categorized under the topical sections as follows:  Edge computing & Task schedulingDeep Learning and applicationBlockchain applicationsSecurity and Privacy ProtectionRepresentation learning & Collaborative workingGraph neural networks & Recommendation systemsFederated Learning and application