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ORCIDMingzhen Li 0001
Person information
- affiliation: Chinese Academy of Sciences, Insititute of Computing Technology, State Key Lab of Processors (SKLP), Beijing, China
- affiliation (PhD 2023): Beihang University, Beijing, China
Other persons with the same name
- Mingzhen Li — disambiguation page
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2020 – today
- 2025
[j10]Xiangyu Meng, Xun Wang
, Mingzhen Li, Guangming Tan, Weile Jia:
An interpretable DeePMD-kit performance model for emerging supercomputers. CCF Trans. High Perform. Comput. 7(2): 155-168 (2025)- [j9]Xun Wang, Xiangyu Meng, Zhuoqiang Guo, Mingzhen Li, Lijun Liu, Mingfan Li, Qian Xiao, Tong Zhao, Ninghui Sun, Guangming Tan, Weile Jia:
29-Billion Atoms Molecular Dynamics Simulation With Ab Initio Accuracy on 35 Million Cores of New Sunway Supercomputer. IEEE Trans. Computers 74(5): 1634-1648 (2025) - [c15]Hongyu Wang, Mingzhen Li, Weile Jia, Hailong Yang, Guangming Tan:
FastSpMM: Leveraging Tensor Cores for Sparse Matrix Multiplication. CF 2025: 195-204 - [c14]Weijian Liu, Mingzhen Li, Guangming Tan, Weile Jia:
Mario: Near Zero-cost Activation Checkpointing in Pipeline Parallelism. PPoPP 2025: 197-211 - [i5]Xiulong Yuan, Hongtao Xu, Wenting Shen, Ang Wang, Xiafei Qiu, Jie Zhang, Yuqiong Liu, Bowen Yu, Junyang Lin, Mingzhen Li, Weile Jia, Yong Li, Wei Lin:
Efficient Long Context Fine-tuning with Chunk Flow. CoRR abs/2503.02356 (2025) - 2024
- [j8]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) - [j7]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): 182101 (2024) - [j6]Jiaxing Qi, Wencong Xiao, Mingzhen Li, Chaojie Yang, Yong Li, Wei Lin, Hailong Yang, Zhongzhi Luan, Depei Qian:
ElasticBatch: A Learning-Augmented Elastic Scheduling System for Batch Inference on MIG. IEEE Trans. Parallel Distributed Syst. 35(10): 1708-1720 (2024) - [c13]Guofeng Feng, Hongyu Wang, Zhuoqiang Guo, Mingzhen Li, Tong Zhao, Zhou Jin, Weile Jia, Guangming Tan, Ninghui Sun:
Accelerating Large-Scale Sparse LU Factorization for RF Circuit Simulation. Euro-Par (3) 2024: 182-195 - [c12]Zhibo Xuan, Xin You, Hailong Yang, Mingzhen Li, Zhongzhi Luan, Yi Liu, Depei Qian:
Retrospection on the Performance Analysis Tools for Large-Scale HPC Programs. HiPC 2024: 34-44 - 2023
- [j5]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): 322-333 (2023) - [c11]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: 786-796 - [c10]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: 156-166 - [c9]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: 55:1-55:14 - 2022
- [j4]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: 102958 (2022) - [c8]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: 28:1-28:12 - [c7]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: 39:1-39:15 - [i4]Shanjun Zhang, Mingzhen Li, Hailong Yang, Yi Liu, Zhongzhi Luan, Depei Qian:
FamilySeer: Towards Optimized Tensor Codes by Exploiting Computation Subgraph Similarity. CoRR abs/2201.00194 (2022) - [i3]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 abs/2208.14228 (2022) - [i2]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 abs/2209.02478 (2022) - 2021
- [j3]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): 1020-1030 (2021) - [j2]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): 708-727 (2021) - [c6]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: 334-343 - [c5]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: 34:1-34:12 - 2020
- [j1]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): 1636-1650 (2020) - [c4]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: 22-38 - [c3]Xuetong Li, Rui Liu, Mingzhen Li, Yi Liu, Lianghui Jiang, Changhong Zhou:
Real-Time Polyp Detection for Colonoscopy Video on CPU. ICTAI 2020: 890-897 - [i1]Mingzhen Li, Yi Liu, Xiaoyan Liu, Qingxiao Sun, Xin You, Hailong Yang, Zhongzhi Luan, Depei Qian:
The Deep Learning Compiler: A Comprehensive Survey. CoRR abs/2002.03794 (2020)
2010 – 2019
- 2018
- [c2]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: 172-179 - [c1]Mingzhen Li, Yi Liu, Hailong Yang, Zhongzhi Luan, Depei Qian:
Multi-role SpTRSV on Sunway Many-Core Architecture. HPCC/SmartCity/DSS 2018: 594-601
Coauthor Index
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