Mingzhen Li

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 36

Top Topics

Privacy Protection

Empirical Risk Minimization

Dynamic Resource Allocation

Top Venues

Publications

Mingzhen Li, Changxi Liu, Jianjin Liao, Xuegui Zheng, Hailong Yang, Rujun Sun, Jun Xu, Lin Gan, Guangwen Yang, Zhongzhi Luan, Depei Qian
Towards optimized tensor code generation for deep learning on sunway many-core processor. Frontiers Comput. Sci. 18 (2) (2024)
Mingzhen Li, Yi Liu, Bangduo Chen, Hailong Yang, Zhongzhi Luan, Depei Qian
Building a domain-specific compiler for emerging processors with a reusable approach. Sci. China Inf. Sci. 67 (1) (2024)
Mingzhen Li, Ruijun Yuan, Jie Chen, Libin Hu, Chenying Li, Lingzhi Wang, Aowei Guo, Anli Chen, Xinsong Zhang
Feasibility Study on Online Diagnosis of Aging and Deterioration of Medium Voltage (MV) Three-Core Cable Based on Impedance Spectroscopy. IEEE Access 11 (2023)
Wanqing Xie, Yubin Ge, Site Li, Mingzhen Li, Zhenhua Guo, Xiaofeng Liu
Inducing semantic hierarchy structure in empirical risk minimization with optimal transport measures. Neurocomputing 530 (2023)
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
Exploiting Input Tensor Dynamics in Activation Checkpointing for Efficient Training on GPU. IPDPS (2023)
Yongsong Huang, Wanqing Xie, Mingzhen Li, Mingmei Cheng, Jinzhou Wu, Weixiao Wang, Jane You, Xiaofeng Liu
Vicinal Feature Statistics Augmentation for Federated 3D Medical Volume Segmentation. IPMI (2023)
Yongsong Huang, Wanqing Xie, Mingzhen Li, Ethan Xiao, Jane You, Xiaofeng Liu
Source-free domain adaptive segmentation with class-balanced complementary self-training. Artif. Intell. Medicine 146 (2023)
Zeyang Tang, Gang Li, Song Xiao, Xiaoxun Deng, Ling Ruan, Zhou Ge, Mingzhen Li
Research on the Influence of Urban Subway on Neutral Current of High-Voltage Substations Along the Line Under Complex Environment. IEEE Access 11 (2023)
Biao Sun, Mingzhen Li, Hailong Yang, Jun Xu, Zhongzhi Luan, Depei Qian
Adapting combined tiling to stencil optimizations on sunway processor. CCF Trans. High Perform. Comput. 5 (3) (2023)
Mingzhen Li, Wencong Xiao, Hailong Yang, Biao Sun, Hanyu Zhao, Shiru Ren, Zhongzhi Luan, Xianyan Jia, Yi Liu, Yong Li, Wei Lin, Depei Qian
EasyScale: Elastic Training with Consistent Accuracy and Improved Utilization on GPUs. SC (2023)
Yongsong Huang, Wanqing Xie, Mingzhen Li, Mingmei Cheng, Jinzhou Wu, Weixiao Wang, Jane You, Xiaofeng Liu
Vicinal Feature Statistics Augmentation for Federated 3D Medical Volume Segmentation. CoRR (2023)
Mingzhen Li, Hailong Yang, Shanjun Zhang, Fengwei Yu, Ruihao Gong, Yi Liu, Zhongzhi Luan, Depei Qian
Exploiting Subgraph Similarities for Efficient Auto-tuning of Tensor Programs. ICPP (2023)
Pengzhan Chen, Jiean Pei, Weiqing Lu, Mingzhen Li
A deep reinforcement learning based method for real-time path planning and dynamic obstacle avoidance. Neurocomputing 497 (2022)
Qingxiao Sun, Yi Liu, Hailong Yang, Ruizhe Zhang, Ming Dun, Mingzhen Li, Xiaoyan Liu, Wencong Xiao, Yong Li, Zhongzhi Luan, Depei Qian
CoGNN: Efficient Scheduling for Concurrent GNN Training on GPUs. SC (2022)
Jianjin Liao, Mingzhen Li, Qingxiao Sun, Jiwei Hao, Fengwei Yu, Shengdong Chen, Ye Tao, Zicheng Zhang, Hailong Yang, Zhongzhi Luan, Depei Qian
Mimose: An Input-Aware Checkpointing Planner for Efficient Training on GPU. CoRR (2022)
Xiaoyan Liu, Yi Liu, Hailong Yang, Jianjin Liao, Mingzhen Li, Zhongzhi Luan, Depei Qian
Toward accelerated stencil computation by adapting tensor core unit on GPU. ICS (2022)
Shanjun Zhang, Mingzhen Li, Hailong Yang, Yi Liu, Zhongzhi Luan, Depei Qian
FamilySeer: Towards Optimized Tensor Codes by Exploiting Computation Subgraph Similarity. CoRR (2022)
Qingxiao Sun, Liu Yi, Hailong Yang, Mingzhen Li, Zhongzhi Luan, Depei Qian
QoS-aware dynamic resource allocation with improved utilization and energy efficiency on GPU. Parallel Comput. 113 (2022)
Mingzhen Li, Wencong Xiao, Biao Sun, Hanyu Zhao, Hailong Yang, Shiru Ren, Zhongzhi Luan, Xianyan Jia, Yi Liu, Yong Li, Depei Qian, Wei Lin
EasyScale: Accuracy-consistent Elastic Training for Deep Learning. CoRR (2022)
Mingzhen Li, Shuaihao Pan, Weiming Meng, Guoyong Wang, Zhihang Ji, Lin Wang
Medical image encryption algorithm based on hyper-chaotic system and DNA coding. Cogn. Comput. Syst. 4 (4) (2022)
Xiaogang Zhong, Mingzhen Li, Hailong Yang, Yi Liu, Depei Qian
swMR: A Framework for Accelerating MapReduce Applications on Sunway Taihulight. IEEE Trans. Emerg. Top. Comput. 9 (2) (2021)
Mingzhen Li, Yunfeng Wang, Yang Xin, Hongliang Zhu, Qifeng Tang, Yuling Chen, Yixian Yang, Guangcan Yang
Cross-Platform Strong Privacy Protection Mechanism for Review Publication. Secur. Commun. Networks 2021 (2021)
Ruiyuan Gao, Hailong Yang, Shaohan Huang, Ming Dun, Mingzhen Li, Zerong Luan, Zhongzhi Luan, Depei Qian
PriPro: Towards Effective Privacy Protection on Edge-Cloud System running DNN Inference. CCGRID (2021)
Mingzhen Li, Yi Liu, Xiaoyan Liu, Qingxiao Sun, Xin You, Hailong Yang, Zhongzhi Luan, Lin Gan, Guangwen Yang, Depei Qian
The Deep Learning Compiler: A Comprehensive Survey. IEEE Trans. Parallel Distributed Syst. 32 (3) (2021)
Mingzhen Li, Yi Liu, Hailong Yang, Yongmin Hu, Qingxiao Sun, Bangduo Chen, Xin You, Xiaoyan Liu, Zhongzhi Luan, Depei Qian
Automatic Code Generation and Optimization of Large-scale Stencil Computation on Many-core Processors. ICPP (2021)
Yunchu Qin, Fugui Luo, Mingzhen Li
A Medical Image Enhancement Method Based on Improved Multi-Scale Retinex Algorithm. J. Medical Imaging Health Informatics 10 (1) (2020)
Bangduo Chen, Mingzhen Li, Hailong Yang, Zhongzhi Luan, Lin Gan, Guangwen Yang, Depei Qian
swRodinia: A Benchmark Suite for Exploiting Architecture Properties of Sunway Processor. Bench (2020)
Mingzhen Li, Yi Liu, Xiaoyan Liu, Qingxiao Sun, Xin You, Hailong Yang, Zhongzhi Luan, Depei Qian
The Deep Learning Compiler: A Comprehensive Survey. CoRR (2020)
Mingzhen Li, Yi Liu, Hailong Yang, Zhongzhi Luan, Lin Gan, Guangwen Yang, Depei Qian
Accelerating Sparse Cholesky Factorization on Sunway Manycore Architecture. IEEE Trans. Parallel Distributed Syst. 31 (7) (2020)
Xuetong Li, Rui Liu, Mingzhen Li, Yi Liu, Lianghui Jiang, Changhong Zhou
Real-Time Polyp Detection for Colonoscopy Video on CPU. ICTAI (2020)
Guangcan Yang, Shoushan Luo, Hongliang Zhu, Yang Xin, Ke Xiao, Yuling Chen, Mingzhen Li, Yunfeng Wang
A Mechanism to Improve Effectiveness and Privacy Preservation for Review Publication in LBS. IEEE Access 7 (2019)
Mingzhen Li, Jianming Liu, Tao Zhu, Wenjun Zhou, Chengke Zhou
A Novel Traveling-Wave-Based Method Improved by Unsupervised Learning for Fault Location of Power Cables via Sheath Current Monitoring. Sensors 19 (9) (2019)
Yunfeng Wang, Mingzhen Li, Shoushan Luo, Yang Xin, Hongliang Zhu, Yuling Chen, Guangcan Yang, Yixian Yang
LRM: A Location Recombination Mechanism for Achieving Trajectory k-Anonymity Privacy Protection. IEEE Access 7 (2019)
Mingzhen Li, Chengke Zhou, Wenjun Zhou, Chunlin Wang, Leiming Yao, Mengting Su, Xiaojun Huang
A Novel Fault Location Method for a Cross-Bonded HV Cable System Based on Sheath Current Monitoring. Sensors 18 (10) (2018)
Mingzhen Li, Yi Liu, Hailong Yang, Zhongzhi Luan, Depei Qian
Multi-role SpTRSV on Sunway Many-Core Architecture. HPCC/SmartCity/DSS (2018)
Yanchao Zhu, Yi Liu, Mingzhen Li, Depei Qian
Block-Checksum-Based Fault Tolerance for Matrix Multiplication on Large-Scale Parallel Systems. HPCC/SmartCity/DSS (2018)