@article{budgetawarecompressionpipelineforsingleg, title = {Budget-Aware Compression Pipeline for Single-GPU LLM Inference: Methods, Trade-offs, and Coupling Effects}, author = {Hongyu Yu and Yifei Shen}, year = {2026}, eprint = {2608.30076}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2608.30076}, }