Design Space Exploration of Layer-Wise Mixed-Precision Quantization with Tightly Integrated Edge Inference Units. - Xiaotian Zhao; Yimin Gao; Vaibhav Verma; Ruge Xu; Mircea Stan; Xinfei Guo (ACM Great Lakes Symposium on VLSI, 2023)

ILD-MPQ: Learning-Free Mixed-Precision Quantization with Inter-Layer Dependency Awareness. - Ruge Xu; Qiang Duan; Qibin Chen; Xinfei Guo (AICAS, 2024)

CINEMA: A Configurable Binary Segmentation Based Arithmetic Module for Mixed-Precision In-Memory Acceleration. - Runxi Wang; Ruge Xu; Xiaotian Zhao; Kai Jiang; Xinfei Guo (ISCAS, 2024)

FAMES: Fast Approximate Multiplier Substitution for Mixed-Precision Quantized DNNs-Down to 2 Bits! - Yi Ren; Ruge Xu; Xinfei Guo; Weikang Qian (CoRR, 2024)