@inproceedings{zhang-etal-2025-parameter, title = "Parameter-Efficient Fine-Tuning of Large Language Models via Deconvolution in Subspace", author = "Zhang, Jia-Chen and Xiong, Yu-Jie and Xia, Chun-Ming and Zhu, Dong-Hai and Qiu, Xi-He", editor = "Rambow, Owen and Wanner, Leo and Apidianaki, Marianna and Al-Khalifa, Hend and Eugenio, Barbara Di and Schockaert, Steven", booktitle = "Proceedings of the 31st International Conference on Computational Linguistics", month = jan, year = "2025", address = "Abu Dhabi, UAE", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/jlcl-multiple-ingestion/2025.coling-main.265/", pages = "3924--3935" }