AutoMap: Automatic Mapping of Neural Networks to Deep Learning Accelerators for Edge Devices. - Yanhong Wang; Zihao Zhao; Xu Jin; Haotian Zheng; Maohua Nie; Qiaosha Zou; Chuanjin Richard Shi (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

HCSAs: Hybrid Computing Systolic Arrays for Accelerating Mamba Models with Unified State Space Buffers and Energy-Efficient Dataflow. - Xu Jin; Haotian Zheng; Maohua Nie; Jialin Wang; Chuanjin Richard Shi (ACM Great Lakes Symposium on VLSI, 2025)

A Workload-Balance-Aware Accelerator Enabling Dense-to-Arbitrary-Sparse Neural Networks. - Zihao Zhao; Yanhong Wang; Xu Jin; Haotian Zheng; Maohua Nie; Longfei Gou; Junmin He; Yongchuan Dong; Qiaosha Zou; Yiyun Zhang; C.-J. Richard Shi (ACM Trans. Embed. Comput. Syst., 2025)