RotateKV: Accurate and Robust 2-Bit KV Cache Quantization for LLMs via Outlier-Aware Adaptive Rotations. - Zunhai Su; Hanyu Wei; Zhe Chen; Wang Shen; Linge Li; Huangqi Yu; Kehong Yuan (IJCAI, 2025)

AKVQ-VL: Attention-Aware KV Cache Adaptive 2-Bit Quantization for Vision-Language Models. - Zunhai Su; Wang Shen; Linge Li; Zhe Chen; Hanyu Wei; Huangqi Yu; Kehong Yuan (CoRR, 2025)