@article{rethinkingsmallvlmquantizationfromcompon, title = {Rethinking Small VLM Quantization: From Component-Wise Analysis to Hardware-Aware Edge Deployment}, author = {Hyeju Shin and Chorwon Kim and Ryangsoo Kim and Hark Yoo and Jaein Kim}, year = {2026}, eprint = {2607.08029}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.08029}, }