@article{lessismoreunlockingspecializationoftime, title = {Less is More: Unlocking Specialization of Time Series Foundation Models via Structured Pruning}, author = {Lifan Zhao and Yanyan Shen and Zhaoyang Liu and Xue Wang and Jiaji Deng}, year = {2025}, eprint = {2505.23195}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.23195v1}, }