Control of Pneumatic Artificial Muscles with SNN-based Cerebellar-Like Model. - Hongbo Zhang; Yunshuang Li; Yipin Guo; Xinyi Chen; Qinyuan Ren (ICSR, 2021)

ShiftAddViT: Mixture of Multiplication Primitives Towards Efficient Vision Transformer. - Haoran You; Huihong Shi; Yipin Guo; Yingyan Lin (NeurIPS, 2023)

ShiftAddAug: Augment Multiplication-Free Tiny Neural Network with Hybrid Computation. - Yipin Guo; Zihao Li; Yilin Lang; Qinyuan Ren (CVPR Workshops, 2024)

ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization. - Haoran You; Yipin Guo; Yichao Fu; Wei Zhou; Huihong Shi; Xiaofan Zhang 001; Souvik Kundu 009; Amir Yazdanbakhsh; Yingyan (Celine) Lin (NeurIPS, 2024)

GPTQT: Quantize Large Language Models Twice to Push the Efficiency. - Yipin Guo; Yilin Lang; Qinyuan Ren (CIS-RAM, 2024)

Efficient Fusion and Task Guided Embedding for End-to-end Autonomous Driving. - Yipin Guo; Yilin Lang; Qinyuan Ren (CoRR, 2024)