@inproceedings{liang-etal-2025-conv, title = "Conv-Basis: A New Paradigm for Efficient Attention Inference and Gradient Computation in Transformers", author = "Liang, Yingyu and Liu, Heshan and Shi, Zhenmei and Song, Zhao and Xu, Zhuoyan and Zhao, Jiale and Zhuang, Zhen", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/author-page-yu-wang-polytechnic/2025.findings-emnlp.363/", doi = "10.18653/v1/2025.findings-emnlp.363", pages = "6857--6894", ISBN = "979-8-89176-335-7" }