@inproceedings{yu-shen-2026-budget, title = "Budget-Aware Compression Pipeline for Single-{GPU} {LLM} Inference: Methods, Trade-offs, and Coupling Effects", author = "Yu, Hongyu and Shen, Yifei", editor = "Wang, Yimu and Choi, Yee Man and Wu, Di and Ouyang, Siqi and Azadani, Mozhgan Nasr and Fung, Yi R. (May)", booktitle = "Proceedings of the 1st Workshop on Grounding Language Models: Learning Faithfully and Efficiently ({G}round{LM} 2026)", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.groundlm-1.66/", pages = "911--922", ISBN = "979-8-89176-478-1" }