@inproceedings{ijcai2025p589, title = {Integrating Independent Layer-Wise Rank Selection with Low-Rank SVD Training for Model Compression: A Theory-Driven Approach}, author = {Guo, Yifan and Yu, Alyssa}, booktitle = {Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, {IJCAI-25}}, publisher = {International Joint Conferences on Artificial Intelligence Organization}, editor = {James Kwok}, pages = {5289--5297}, year = {2025}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2025/589}, url = {https://doi.org/10.24963/ijcai.2025/589}, }