no code implementations • 1 Dec 2023 • Shuyi Chen, Yingzhe Hui, Yifan Qin, Yueyi Yuan, Weixiao Meng, Xuewen Luo, Hsiao-Hwa Chen
Semantic communication has gained significant attention recently due to its advantages in achieving higher transmission efficiency by focusing on semantic information instead of bit-level information.
no code implementations • 29 Jul 2023 • Zheyu Yan, Yifan Qin, Wujie Wen, Xiaobo Sharon Hu, Yiyu Shi
In this work, we propose to use the k-th percentile performance (KPP) to capture the realistic worst-case performance of DNN models executing on CiM accelerators.
no code implementations • 12 Jun 2023 • Zheyu Yan, Yifan Qin, Xiaobo Sharon Hu, Yiyu Shi
In this study, we present a novel approach that leverages Large Language Models (LLMs) to address this issue.
1 code implementation • 23 May 2023 • Yifan Qin, Zheyu Yan, Wujie Wen, Xiaobo Sharon Hu, Yiyu Shi
However, the stochastic nature and intrinsic variations of NVM devices often result in performance degradation in DNN inference.
no code implementations • 28 Mar 2023 • Xinhang Liu, Yan Zeng, Yifan Qin, Hao Li, Jiakai Zhang, Lan Xu, Jingyi Yu
Cryo-electron microscopy (cryo-EM) allows for the high-resolution reconstruction of 3D structures of proteins and other biomolecules.