Guo, T., Zhao, S., Zhu, S., & Ma, C. (2026). SPEED-Q: Staged Processing with Enhanced Distillation Towards Efficient Low-Bit On-Device VLM Quantization. Proceedings of the AAAI Conference on Artificial Intelligence, 40(26), 21486–21494. https://doi.org/10.1609/aaai.v40i26.39296