Mingcong Song

19 papers A* 10A 1B 2Journal 5Unranked 1
YearRankTypeTitle / Venue / Authors
2026 — conf
XY-Serve: End-to-End Versatile Production Serving for Dynamic LLM Workloads.
ASPLOS (1)
Mingcong Song, Xinru Tang, Fengfan Hou, Jing Li, Wei Wei, Yipeng Ma, Runqiu Xiao, Hongjie Si, Dingcheng Jiang, Shouyi Yin, Yang Hu, Guoping Long
2025 J jnl
LoPA: Scaling dLLM Inference via Lookahead Parallel Decoding.
CoRR
Chenkai Xu, Yijie Jin, Jiajun Li, Yi Tu, Guoping Long, Dandan Tu, Mingcong Song, Hongjie Si, Tianqi Hou, Junchi Yan, Zhijie Deng
2024 J jnl
Tackling the Dynamicity in a Production LLM Serving System with SOTA Optimizations via Hybrid Prefill/Decode/Verify Scheduling on Efficient Meta-kernels.
CoRR
Mingcong Song, Xinru Tang, Fengfan Hou, Jing Li, Wei Wei, Yipeng Ma, Runqiu Xiao, Hongjie Si, Dingcheng Jiang, Shouyi Yin, Yang Hu, Guoping Long
2021 J jnl
Democratic learning: hardware/software co-design for lightweight blockchain-secured on-device machine learning.
J. Syst. Archit.
Rui Zhang, Mingcong Song, Tao Li, Zhibin Yu, Yuting Dai, Xiaoguang Liu, Gang Wang
2021 J jnl
LrGAN: A Compact and Energy Efficient PIM-Based Architecture for GAN Training.
IEEE Trans. Computers
Haiyu Mao, Jiwu Shu, Mingcong Song, Tao Li
2020 A* conf
CoExe: An Efficient Co-execution Architecture for Real-Time Neural Network Services.
DAC
Chubo Liu, Kenli Li, Mingcong Song, Jiechen Zhao, Keqin Li, Tao Li, Zihao Zeng
2019 A* conf
Eager pruning: algorithm and architecture support for fast training of deep neural networks.
ISCA
Jiaqi Zhang, Xiangru Chen, Mingcong Song, Tao Li
2018 A* conf
Exploiting Dynamic Thermal Energy Harvesting for Reusing in Smartphone with Mobile Applications.
ASPLOS
Yuting Dai, Tao Li, Benyong Liu, Mingcong Song, Huixiang Chen
2018 A* conf
In-Situ AI: Towards Autonomous and Incremental Deep Learning for IoT Systems.
HPCA
Mingcong Song, Kan Zhong, Jiaqi Zhang, Yang Hu, Duo Liu, Weigong Zhang, Jing Wang, Tao Li
2018 A* conf
LerGAN: A Zero-Free, Low Data Movement and PIM-Based GAN Architecture.
MICRO
Haiyu Mao, Mingcong Song, Tao Li, Yuting Dai, Jiwu Shu
2018 A* conf
Prediction Based Execution on Deep Neural Networks.
ISCA
Mingcong Song, Jiechen Zhao, Yang Hu, Jiaqi Zhang, Tao Li
2018 A* conf
Towards Efficient Microarchitectural Design for Accelerating Unsupervised GAN-Based Deep Learning.
HPCA
Mingcong Song, Jiaqi Zhang, Huixiang Chen, Tao Li
2017 B conf
GaaS workload characterization under NUMA architecture for virtualized GPU.
ISPASS
Huixiang Chen, Meng Wang, Yang Hu, Mingcong Song, Tao Li
2017 A* conf
Towards "Full Containerization" in Containerized Network Function Virtualization.
ASPLOS
Yang Hu, Mingcong Song, Tao Li
2017 A* conf
Towards Pervasive and User Satisfactory CNN across GPU Microarchitectures.
HPCA
Mingcong Song, Yang Hu, Huixiang Chen, Tao Li
2016 B conf
Bridging the Semantic Gaps of GPU Acceleration for Scale-out CNN-based Big Data Processing: Think Big, See Small.
PACT
Mingcong Song, Yang Hu, Yunlong Xu, Chao Li, Huixiang Chen, Jingling Yuan, Tao Li
2016 A conf
Scheduling Tasks with Mixed Timing Constraints in GPU-Powered Real-Time Systems.
ICS
Yunlong Xu, Rui Wang, Tao Li, Mingcong Song, Lan Gao, Zhongzhi Luan, Depei Qian
2015 A* conf
Towards sustainable in-situ server systems in the big data era.
ISCA
Chao Li, Yang Hu, Longjun Liu, Juncheng Gu, Mingcong Song, Xiaoyao Liang, Jingling Yuan, Tao Li
2013 J jnl
High-Quality 3-D InISAR Imaging of Maneuvering Target Based on a Combined Processing Approach.
IEEE Geosci. Remote. Sens. Lett.
Yabo Liu, Mingcong Song, Kun Wu, Robert Wang, Yunkai Deng