@inproceedings{jiang-etal-2026-mixemb, title = "{M}ix{E}mb: Importance-Aware Quantization and Caching Co-Design for Industrial Decentralized Embedding Training", author = "Jiang, Zhida and Chen, Zhen and Xing, Zhaolong and Wang, Jiaxing and Gao, Saixing and Yuan, Baopeng and Wang, Hao and Xu, Yin and Liu, Lin and Wang, Dongyue and Zhang, Ke", editor = "Atanasova, Pepa and Haffari, Gholamreza and Wang, Minghan", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-industry.48/", pages = "803--814", ISBN = "979-8-89176-460-6" }