MoEA: A Mixed-Precision Edge Accelerator for CNN-MSA Models with Fine-Tuning Support. - Qiwei Dang; Chengyu Ma; Zhiwang Huo; Guoming Yang; Tian Xia 008; Wenzhe Zhao; Pengju Ren (ASP-DAC, 2026)

FP2: A 2-bit Floating-Point Format for Edge-AI Inference and Fine-Tuning. - Qiwei Dang; Chengyu Ma; Haiduo Huang; Gelin Fu; Zhiwang Huo; Guoming Yang; Pengchen Zong; Tian Xia 008; Wenzhe Zhao; Pengju Ren (IEEE Trans. Circuits Syst. I Regul. Pap., 2026)

Hierarchical-ISA Supporting Row-Wise Operands for Efficient DNN Computation. - Zhiwang Huo; Wenzhe Zhao; Qiwei Dang; Chengyu Ma; Guoming Yang; Gelin Fu; Tian Xia 008; Pengju Ren (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2026)