Mingcong Song

According to our database, Mingcong Song authored at least 16 papers between 2013 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

LrGAN: A Compact and Energy Efficient PIM-Based Architecture for GAN Training.

Haiyu Mao, Jiwu Shu, Mingcong Song, Tao Li

IEEE Trans. Computers, 2021

Democratic learning: hardware/software co-design for lightweight blockchain-secured on-device machine learning.

Rui Zhang, Mingcong Song, Tao Li, Zhibin Yu, Yuting Dai, Xiaoguang Liu, Gang Wang

J. Syst. Archit., 2021

2020

CoExe: An Efficient Co-execution Architecture for Real-Time Neural Network Services.

Chubo Liu, Kenli Li, Mingcong Song, Jiechen Zhao, Keqin Li, Tao Li, Zihao Zeng

Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

2019

Eager pruning: algorithm and architecture support for fast training of deep neural networks.

Jiaqi Zhang, Xiangru Chen, Mingcong Song, Tao Li

Proceedings of the 46th International Symposium on Computer Architecture, 2019

2018

LerGAN: A Zero-Free, Low Data Movement and PIM-Based GAN Architecture.

Haiyu Mao, Mingcong Song, Tao Li, Yuting Dai, Jiwu Shu

Proceedings of the 51st Annual IEEE/ACM International Symposium on Microarchitecture, 2018

Prediction Based Execution on Deep Neural Networks.

Mingcong Song, Jiechen Zhao, Yang Hu, Jiaqi Zhang, Tao Li

Proceedings of the 45th ACM/IEEE Annual International Symposium on Computer Architecture, 2018

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

Mingcong Song, Kan Zhong, Jiaqi Zhang, Yang Hu, Duo Liu, Weigong Zhang, Jing Wang, Tao Li

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2018

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

Mingcong Song, Jiaqi Zhang, Huixiang Chen, Tao Li

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2018

Exploiting Dynamic Thermal Energy Harvesting for Reusing in Smartphone with Mobile Applications.

Yuting Dai, Tao Li, Benyong Liu, Mingcong Song, Huixiang Chen

Proceedings of the Twenty-Third International Conference on Architectural Support for Programming Languages and Operating Systems, 2018

2017

GaaS workload characterization under NUMA architecture for virtualized GPU.

Huixiang Chen, Meng Wang, Yang Hu, Mingcong Song, Tao Li

Proceedings of the 2017 IEEE International Symposium on Performance Analysis of Systems and Software, 2017

Towards Pervasive and User Satisfactory CNN across GPU Microarchitectures.

Mingcong Song, Yang Hu, Huixiang Chen, Tao Li

Proceedings of the 2017 IEEE International Symposium on High Performance Computer Architecture, 2017

Towards "Full Containerization" in Containerized Network Function Virtualization.

Yang Hu, Mingcong Song, Tao Li

Proceedings of the Twenty-Second International Conference on Architectural Support for Programming Languages and Operating Systems, 2017

2016

Scheduling Tasks with Mixed Timing Constraints in GPU-Powered Real-Time Systems.

Yunlong Xu, Rui Wang, Tao Li, Mingcong Song, Lan Gao, Zhongzhi Luan, Depei Qian

Proceedings of the 2016 International Conference on Supercomputing, 2016

Bridging the Semantic Gaps of GPU Acceleration for Scale-out CNN-based Big Data Processing: Think Big, See Small.

Mingcong Song, Yang Hu, Yunlong Xu, Chao Li, Huixiang Chen, Jingling Yuan, Tao Li

Proceedings of the 2016 International Conference on Parallel Architectures and Compilation, 2016

2015

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

Chao Li, Yang Hu, Longjun Liu, Juncheng Gu, Mingcong Song, Xiaoyao Liang, Jingling Yuan, Tao Li

Proceedings of the 42nd Annual International Symposium on Computer Architecture, 2015

2013

High-Quality 3-D InISAR Imaging of Maneuvering Target Based on a Combined Processing Approach.

Yabo Liu, Mingcong Song, Kun Wu, Robert Wang, Yunkai Deng

IEEE Geosci. Remote. Sens. Lett., 2013