Mingzhen Li

According to our database, Mingzhen Li authored at least 38 papers between 2018 and 2024.

Collaborative distances:

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

2024

Towards optimized tensor code generation for deep learning on sunway many-core processor.

Mingzhen Li, Changxi Liu, Jianjin Liao, Xuegui Zheng, Hailong Yang, Rujun Sun, Jun Xu, Lin Gan, Guangwen Yang, Zhongzhi Luan, Depei Qian

Frontiers Comput. Sci., April, 2024

ElasticBatch: A Learning-Augmented Elastic Scheduling System for Batch Inference on MIG.

Jiaxing Qi, Wencong Xiao, Mingzhen Li, Chaojie Yang, Yong Li, Wei Lin, Hailong Yang, Zhongzhi Luan, Depei Qian

IEEE Trans. Parallel Distributed Syst., 2024

Real-Time Human Action Recognition on Embedded Platforms.

Ruiqi Wang, Zichen Wang, Peiqi Gao, Mingzhen Li, Jaehwan Jeong, Yihang Xu, Yejin Lee, Carolyn M. Baum, Lisa Tabor Connor, Chenyang Lu

CoRR, 2024

Building a domain-specific compiler for emerging processors with a reusable approach.

Mingzhen Li, Yi Liu, Bangduo Chen, Hailong Yang, Zhongzhi Luan, Depei Qian

Sci. China Inf. Sci., 2024

Accelerating Large-Scale Sparse LU Factorization for RF Circuit Simulation.

Guofeng Feng, Hongyu Wang, Zhuoqiang Guo, Mingzhen Li, Tong Zhao, Zhou Jin, Weile Jia, Guangming Tan, Ninghui Sun

Proceedings of the Euro-Par 2024: Parallel Processing, 2024

2023

Source-free domain adaptive segmentation with class-balanced complementary self-training.

Yongsong Huang, Wanqing Xie, Mingzhen Li, Ethan Xiao, Jane You, Xiaofeng Liu

Artif. Intell. Medicine, December, 2023

Adapting combined tiling to stencil optimizations on sunway processor.

Biao Sun, Mingzhen Li, Hailong Yang, Jun Xu, Zhongzhi Luan, Depei Qian

CCF Trans. High Perform. Comput., September, 2023

Inducing semantic hierarchy structure in empirical risk minimization with optimal transport measures.

Wanqing Xie, Yubin Ge, Site Li, Mingzhen Li, Zhenhua Guo, Xiaofeng Liu

Neurocomputing, April, 2023

Research on the Influence of Urban Subway on Neutral Current of High-Voltage Substations Along the Line Under Complex Environment.

Zeyang Tang, Gang Li, Song Xiao, Xiaoxun Deng, Ling Ruan, Zhou Ge, Mingzhen Li

IEEE Access, 2023

Feasibility Study on Online Diagnosis of Aging and Deterioration of Medium Voltage (MV) Three-Core Cable Based on Impedance Spectroscopy.

Mingzhen Li, Ruijun Yuan, Jie Chen, Libin Hu, Chenying Li, Lingzhi Wang, Aowei Guo, Anli Chen, Xinsong Zhang

IEEE Access, 2023

EasyScale: Elastic Training with Consistent Accuracy and Improved Utilization on GPUs.

Mingzhen Li, Wencong Xiao, Hailong Yang, Biao Sun, Hanyu Zhao, Shiru Ren, Zhongzhi Luan, Xianyan Jia, Yi Liu, Yong Li, Wei Lin, Depei Qian

Proceedings of the International Conference for High Performance Computing, 2023

Exploiting Input Tensor Dynamics in Activation Checkpointing for Efficient Training on GPU.

Jianjin Liao, Mingzhen Li, Hailong Yang, Qingxiao Sun, Biao Sun, Jiwei Hao, Tianyu Feng, Fengwei Yu, Shengdong Chen, Ye Tao, Zicheng Zhang, Zhongzhi Luan, Depei Qian

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

Vicinal Feature Statistics Augmentation for Federated 3D Medical Volume Segmentation.

Yongsong Huang, Wanqing Xie, Mingzhen Li, Mingmei Cheng, Jinzhou Wu, Weixiao Wang, Jane You, Xiaofeng Liu

Proceedings of the Information Processing in Medical Imaging, 2023

Exploiting Subgraph Similarities for Efficient Auto-tuning of Tensor Programs.

Mingzhen Li, Hailong Yang, Shanjun Zhang, Fengwei Yu, Ruihao Gong, Yi Liu, Zhongzhi Luan, Depei Qian

Proceedings of the 52nd International Conference on Parallel Processing, 2023

2022

QoS-aware dynamic resource allocation with improved utilization and energy efficiency on GPU.

Qingxiao Sun, Liu Yi, Hailong Yang, Mingzhen Li, Zhongzhi Luan, Depei Qian

Parallel Comput., 2022

A deep reinforcement learning based method for real-time path planning and dynamic obstacle avoidance.

Pengzhan Chen, Jiean Pei, Weiqing Lu, Mingzhen Li

Neurocomputing, 2022

Mimose: An Input-Aware Checkpointing Planner for Efficient Training on GPU.

Jianjin Liao, Mingzhen Li, Qingxiao Sun, Jiwei Hao, Fengwei Yu, Shengdong Chen, Ye Tao, Zicheng Zhang, Hailong Yang, Zhongzhi Luan, Depei Qian

CoRR, 2022

EasyScale: Accuracy-consistent Elastic Training for Deep Learning.

Mingzhen Li, Wencong Xiao, Biao Sun, Hanyu Zhao, Hailong Yang, Shiru Ren, Zhongzhi Luan, Xianyan Jia, Yi Liu, Yong Li, Depei Qian, Wei Lin

CoRR, 2022

FamilySeer: Towards Optimized Tensor Codes by Exploiting Computation Subgraph Similarity.

Shanjun Zhang, Mingzhen Li, Hailong Yang, Yi Liu, Zhongzhi Luan, Depei Qian

CoRR, 2022

Medical image encryption algorithm based on hyper-chaotic system and DNA coding.

Mingzhen Li, Shuaihao Pan, Weiming Meng, Guoyong Wang, Zhihang Ji, Lin Wang

Cogn. Comput. Syst., 2022

CoGNN: Efficient Scheduling for Concurrent GNN Training on GPUs.

Qingxiao Sun, Yi Liu, Hailong Yang, Ruizhe Zhang, Ming Dun, Mingzhen Li, Xiaoyan Liu, Wencong Xiao, Yong Li, Zhongzhi Luan, Depei Qian

Proceedings of the SC22: International Conference for High Performance Computing, 2022

Toward accelerated stencil computation by adapting tensor core unit on GPU.

Xiaoyan Liu, Yi Liu, Hailong Yang, Jianjin Liao, Mingzhen Li, Zhongzhi Luan, Depei Qian

Proceedings of the ICS '22: 2022 International Conference on Supercomputing, Virtual Event, June 28, 2022

2021

The Deep Learning Compiler: A Comprehensive Survey.

Mingzhen Li, Yi Liu, Xiaoyan Liu, Qingxiao Sun, Xin You, Hailong Yang, Zhongzhi Luan, Lin Gan, Guangwen Yang, Depei Qian

IEEE Trans. Parallel Distributed Syst., 2021

swMR: A Framework for Accelerating MapReduce Applications on Sunway Taihulight.

Xiaogang Zhong, Mingzhen Li, Hailong Yang, Yi Liu, Depei Qian

IEEE Trans. Emerg. Top. Comput., 2021

Cross-Platform Strong Privacy Protection Mechanism for Review Publication.

Mingzhen Li, Yunfeng Wang, Yang Xin, Hongliang Zhu, Qifeng Tang, Yuling Chen, Yixian Yang, Guangcan Yang

Secur. Commun. Networks, 2021

Automatic Code Generation and Optimization of Large-scale Stencil Computation on Many-core Processors.

Mingzhen Li, Yi Liu, Hailong Yang, Yongmin Hu, Qingxiao Sun, Bangduo Chen, Xin You, Xiaoyan Liu, Zhongzhi Luan, Depei Qian

Proceedings of the ICPP 2021: 50th International Conference on Parallel Processing, Lemont, IL, USA, August 9, 2021

PriPro: Towards Effective Privacy Protection on Edge-Cloud System running DNN Inference.

Ruiyuan Gao, Hailong Yang, Shaohan Huang, Ming Dun, Mingzhen Li, Zerong Luan, Zhongzhi Luan, Depei Qian

Proceedings of the 21st IEEE/ACM International Symposium on Cluster, 2021

2020

Accelerating Sparse Cholesky Factorization on Sunway Manycore Architecture.

Mingzhen Li, Yi Liu, Hailong Yang, Zhongzhi Luan, Lin Gan, Guangwen Yang, Depei Qian

IEEE Trans. Parallel Distributed Syst., 2020

A Medical Image Enhancement Method Based on Improved Multi-Scale Retinex Algorithm.

Yunchu Qin, Fugui Luo, Mingzhen Li

J. Medical Imaging Health Informatics, 2020

The Deep Learning Compiler: A Comprehensive Survey.

Mingzhen Li, Yi Liu, Xiaoyan Liu, Qingxiao Sun, Xin You, Hailong Yang, Zhongzhi Luan, Depei Qian

CoRR, 2020

Real-Time Polyp Detection for Colonoscopy Video on CPU.

Xuetong Li, Rui Liu, Mingzhen Li, Yi Liu, Lianghui Jiang, Changhong Zhou

Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

swRodinia: A Benchmark Suite for Exploiting Architecture Properties of Sunway Processor.

Bangduo Chen, Mingzhen Li, Hailong Yang, Zhongzhi Luan, Lin Gan, Guangwen Yang, Depei Qian

Proceedings of the Benchmarking, Measuring, and Optimizing, 2020

2019

A Novel Traveling-Wave-Based Method Improved by Unsupervised Learning for Fault Location of Power Cables via Sheath Current Monitoring.

Mingzhen Li, Jianming Liu, Tao Zhu, Wenjun Zhou, Chengke Zhou

Sensors, 2019

A Mechanism to Improve Effectiveness and Privacy Preservation for Review Publication in LBS.

Guangcan Yang, Shoushan Luo, Hongliang Zhu, Yang Xin, Ke Xiao, Yuling Chen, Mingzhen Li, Yunfeng Wang

IEEE Access, 2019

LRM: A Location Recombination Mechanism for Achieving Trajectory k-Anonymity Privacy Protection.

Yunfeng Wang, Mingzhen Li, Shoushan Luo, Yang Xin, Hongliang Zhu, Yuling Chen, Guangcan Yang, Yixian Yang

IEEE Access, 2019

2018

A Novel Fault Location Method for a Cross-Bonded HV Cable System Based on Sheath Current Monitoring.

Mingzhen Li, Chengke Zhou, Wenjun Zhou, Chunlin Wang, Leiming Yao, Mengting Su, Xiaojun Huang

Sensors, 2018

Block-Checksum-Based Fault Tolerance for Matrix Multiplication on Large-Scale Parallel Systems.

Yanchao Zhu, Yi Liu, Mingzhen Li, Depei Qian

Proceedings of the 20th IEEE International Conference on High Performance Computing and Communications; 16th IEEE International Conference on Smart City; 4th IEEE International Conference on Data Science and Systems, 2018

Multi-role SpTRSV on Sunway Many-Core Architecture.

Mingzhen Li, Yi Liu, Hailong Yang, Zhongzhi Luan, Depei Qian

Proceedings of the 20th IEEE International Conference on High Performance Computing and Communications; 16th IEEE International Conference on Smart City; 4th IEEE International Conference on Data Science and Systems, 2018