@article{hyperoffloadgraphdrivenhierarchicalmemor, title = {HyperOffload: Graph-Driven Hierarchical Memory Management for Large Language Models on SuperNode Architectures}, author = {Fangxin Liu and Qinghua Zhang and Hanjing Shen and Zhibo Liang and Li Jiang and Haibing Guan and Chong Bao and Xuefeng Jin}, year = {2026}, eprint = {2602.00748}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.00748}, }