The 2024 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN) invites paper submissions. The conference will be held in the beautiful and vibrant city of Stockholm, Sweden, from May 5th to 8th, which will be the first edition of this conference. ICMLCN aims at promoting fundamental and applied research of ML for designing and analyzing communication systems and networks, for developing communication protocols to support ML services, as well as for advancing distributed ML over communication networks. The conference targets any communication and networking area, such as, but not limited to, wireless, optical, molecular, Internet, or WLAN. Submit your symposium paper for the opportunity to share your research and ideas with leading experts in the field and be a part of the historic first edition of the IEEE ICMLCN.