Mingcong Song

In-Situ AI: Towards Autonomous and Incremental Deep Learning for IoT Systems

Mingcong Song, Kan Zhong, Jiaqi Zhang et al. · 2018 · 122 citations

Computing, Autonomous Systems, Computer Science +12

Prediction Based Execution on Deep Neural Networks

Mingcong Song, Jiechen Zhao, Yang Hu et al. · 2018 · 96 citations

Computing, Computer Science, Artificial Intelligence +6

Towards Pervasive and User Satisfactory CNN across GPU Microarchitectures

Mingcong Song, Yang Hu, Huixiang Chen et al. · 2017 · 76 citations

Computing, Computer Engineering, Computer Science +17

Towards Efficient Microarchitectural Design for Accelerating Unsupervised GAN-Based Deep Learning

Mingcong Song, Jiaqi Zhang, Huixiang Chen et al. · 2018 · 61 citations

Computing, Computer Engineering, Computer Science +17

Towards sustainable in-situ server systems in the big data era

Chao Li, Yang Hu, Longjun Liu et al. · 2015 · 55 citations

Computing, Computer Systems, Big Data Analytics +10