@article{specgradfilteraspectralgradientfiltering, title = {SpecGradFilter: A Spectral Gradient Filtering Framework for Taming Federated Heterogeneity}, author = {Liyang Yuan and Yibo Yang and Dandan Guo and Peter Richtarik and Zhouchen Lin}, year = {2026}, eprint = {2607.04189}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.04189}, }