@article{qmcefficientslmedgeinferenceviaoutlieraw, title = {QMC: Efficient SLM Edge Inference via Outlier-Aware Quantization and Emergent Memories Co-Design}, author = {Nilesh Prasad Pandey and Jangseon Park and Onat Gungor and Flavio Ponzina and Tajana Rosing}, year = {2026}, eprint = {2601.14549}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.14549}, }