@inproceedings{she-etal-2026-echovlm, title = "{E}cho{VLM}: Dynamic Mixture-of-Experts Vision-Language Model for Universal Ultrasound Intelligence", author = "She, Chaoyin and Lu, Ruifang and Chen, Lida and Wang, Wei and Huang, Qinghua", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.494/", pages = "10800--10822", ISBN = "979-8-89176-390-6" }