@inproceedings{ author={Qiao Xiao and Boqian Wu and Patrik Okanovic and Tomasz Sternal and Maurice van Keulen and Elena Mocanu and Mykola Pechenizkiy and Decebal Constantin Mocanu and Torsten Hoefler}, title={{Memory-Efficient LLM Training with Dynamic Sparsity: From Stability to Practical Scaling}}, year={2026}, month={Jul.}, booktitle={Proceedings of the 43rd International Conference on Machine Learning}, note={arXiv:2606.00888.}, doi={10.48550/arXiv.2606.00888}, }