Mingcong Song

Publication Activity (10 Years)

Years Active: 2013-2021
Publications (10 Years): 14

Top Topics

Pruning Algorithm

Top Venues

Publications

Haiyu Mao, Jiwu Shu, Mingcong Song, Tao Li
LrGAN: A Compact and Energy Efficient PIM-Based Architecture for GAN Training. IEEE Trans. Computers 70 (9) (2021)
Rui Zhang, Mingcong Song, Tao Li, Zhibin Yu, Yuting Dai, Xiaoguang Liu, Gang Wang
Democratic learning: hardware/software co-design for lightweight blockchain-secured on-device machine learning. J. Syst. Archit. 118 (2021)
Chubo Liu, Kenli Li, Mingcong Song, Jiechen Zhao, Keqin Li, Tao Li, Zihao Zeng
CoExe: An Efficient Co-execution Architecture for Real-Time Neural Network Services. DAC (2020)
Jiaqi Zhang, Xiangru Chen, Mingcong Song, Tao Li
Eager pruning: algorithm and architecture support for fast training of deep neural networks. ISCA (2019)
Mingcong Song, Kan Zhong, Jiaqi Zhang, Yang Hu, Duo Liu, Weigong Zhang, Jing Wang, Tao Li
In-Situ AI: Towards Autonomous and Incremental Deep Learning for IoT Systems. HPCA (2018)
Yuting Dai, Tao Li, Benyong Liu, Mingcong Song, Huixiang Chen
Exploiting Dynamic Thermal Energy Harvesting for Reusing in Smartphone with Mobile Applications. ASPLOS (2018)
Mingcong Song, Jiechen Zhao, Yang Hu, Jiaqi Zhang, Tao Li
Prediction Based Execution on Deep Neural Networks. ISCA (2018)
Mingcong Song, Jiaqi Zhang, Huixiang Chen, Tao Li
Towards Efficient Microarchitectural Design for Accelerating Unsupervised GAN-Based Deep Learning. HPCA (2018)
Haiyu Mao, Mingcong Song, Tao Li, Yuting Dai, Jiwu Shu
LerGAN: A Zero-Free, Low Data Movement and PIM-Based GAN Architecture. MICRO (2018)
Yang Hu, Mingcong Song, Tao Li
Towards "Full Containerization" in Containerized Network Function Virtualization. ASPLOS (2017)
Huixiang Chen, Meng Wang, Yang Hu, Mingcong Song, Tao Li
GaaS workload characterization under NUMA architecture for virtualized GPU. ISPASS (2017)
Mingcong Song, Yang Hu, Huixiang Chen, Tao Li
Towards Pervasive and User Satisfactory CNN across GPU Microarchitectures. HPCA (2017)
Yunlong Xu, Rui Wang, Tao Li, Mingcong Song, Lan Gao, Zhongzhi Luan, Depei Qian
Scheduling Tasks with Mixed Timing Constraints in GPU-Powered Real-Time Systems. ICS (2016)
Mingcong Song, Yang Hu, Yunlong Xu, Chao Li, Huixiang Chen, Jingling Yuan, Tao Li
Bridging the Semantic Gaps of GPU Acceleration for Scale-out CNN-based Big Data Processing: Think Big, See Small. PACT (2016)
Chao Li, Yang Hu, Longjun Liu, Juncheng Gu, Mingcong Song, Xiaoyao Liang, Jingling Yuan, Tao Li
Towards sustainable in-situ server systems in the big data era. ISCA (2015)
Yabo Liu, Mingcong Song, Kun Wu, Robert Wang, Yunkai Deng
High-Quality 3-D InISAR Imaging of Maneuvering Target Based on a Combined Processing Approach. IEEE Geosci. Remote. Sens. Lett. 10 (5) (2013)