@article{pactrainpruningandadaptivesparsegradient, title = {PacTrain: Pruning and Adaptive Sparse Gradient Compression for Efficient Collective Communication in Distributed Deep Learning}, author = {Yisu Wang and Ruilong Wu and Xinjiao Li and Dirk Kutscher}, year = {2025}, eprint = {2505.18563}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.18563v1}, }