@article{largemultimodalmodelsempoweredtaskorient, title = {Large Multimodal Models-Empowered Task-Oriented Autonomous Communications: Design Methodology and Implementation Challenges}, author = {Hyun Jong Yang and Hyunsoo Kim and Hyeonho Noh and Seungnyun Kim and Byonghyo Shim}, year = {2025}, eprint = {2510.20637}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.20637}, }