@inproceedings{lv-etal-2025-dsmoe, title = "{DSM}o{E}: Matrix-Partitioned Experts with Dynamic Routing for Computation-Efficient Dense {LLM}s", author = "Lv, Minxuan and Su, Zhenpeng and Pan, Leiyu and Xiong, Yizhe and Lin, Zijia and Chen, Hui and Zhou, Wei and Han, Jungong and Ding, Guiguang and Ou, Wenwu and Zhang, Di and Gai, Kun and Hu, Songlin", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-emnlp/2025.emnlp-main.997/", pages = "19722--19733", ISBN = "979-8-89176-332-6" }