Dancing along Battery: Enabling Transformer with Run-time Reconfigurability on Mobile Devices. - Yuhong Song; Weiwen Jiang; Bingbing Li; Panjie Qi; Qingfeng Zhuge; Edwin Hsing-Mean Sha; Sakyasingha Dasgupta; Yiyu Shi 001; Caiwen Ding (DAC, 2021)

Accommodating Transformer onto FPGA: Coupling the Balanced Model Compression and FPGA-Implementation Optimization. - Panjie Qi; Yuhong Song; Hongwu Peng; Shaoyi Huang; Qingfeng Zhuge; Edwin Hsing-Mean Sha (ACM Great Lakes Symposium on VLSI, 2021)

Accelerating Framework of Transformer by Hardware Design and Model Compression Co-Optimization. - Panjie Qi; Edwin Hsing-Mean Sha; Qingfeng Zhuge; Hongwu Peng; Shaoyi Huang; Zhenglun Kong; Yuhong Song; Bingbing Li (ICCAD, 2021)

A Mobility-Aware Service Function Chain Migration Strategy Based on Deep Reinforcement Learning. - Hefei Hu; Wei Zhang; Lingyi Xu; Panjie Qi (J. Netw. Syst. Manag., 2023)