Multi-role SpTRSV on Sunway Many-Core Architecture. - Mingzhen Li 001; Yi Liu 013; Hailong Yang 002; Zhongzhi Luan; Depei Qian (HPCC/SmartCity/DSS, 2018)

Block-Checksum-Based Fault Tolerance for Matrix Multiplication on Large-Scale Parallel Systems. - Yanchao Zhu; Yi Liu 013; Mingzhen Li 001; Depei Qian (HPCC/SmartCity/DSS, 2018)

swRodinia: A Benchmark Suite for Exploiting Architecture Properties of Sunway Processor. - Bangduo Chen; Mingzhen Li 001; Hailong Yang 002; Zhongzhi Luan; Lin Gan; Guangwen Yang; Depei Qian (Bench, 2020)

Real-Time Polyp Detection for Colonoscopy Video on CPU. - Xuetong Li; Rui Liu 020; Mingzhen Li 001; Yi Liu 013; Lianghui Jiang; Changhong Zhou (ICTAI, 2020)

The Deep Learning Compiler: A Comprehensive Survey. - Mingzhen Li 001; Yi Liu 013; Xiaoyan Liu; Qingxiao Sun; Xin You; Hailong Yang 002; Zhongzhi Luan; Depei Qian (CoRR, 2020)

Accelerating Sparse Cholesky Factorization on Sunway Manycore Architecture. - Mingzhen Li 001; Yi Liu 013; Hailong Yang 002; Zhongzhi Luan; Lin Gan; Guangwen Yang; Depei Qian (IEEE Trans. Parallel Distributed Syst., 2020)

PriPro: Towards Effective Privacy Protection on Edge-Cloud System running DNN Inference. - Ruiyuan Gao 001; Hailong Yang 002; Shaohan Huang; Ming Dun; Mingzhen Li 001; Zerong Luan; Zhongzhi Luan; Depei Qian (CCGRID, 2021)

Automatic Code Generation and Optimization of Large-scale Stencil Computation on Many-core Processors. - Mingzhen Li 001; Yi Liu 013; Hailong Yang 002; Yongmin Hu; Qingxiao Sun; Bangduo Chen; Xin You; Xiaoyan Liu; Zhongzhi Luan; Depei Qian (ICPP, 2021)

swMR: A Framework for Accelerating MapReduce Applications on Sunway Taihulight. - Xiaogang Zhong; Mingzhen Li 001; Hailong Yang 002; Yi Liu 013; Depei Qian (IEEE Trans. Emerg. Top. Comput., 2021)

The Deep Learning Compiler: A Comprehensive Survey. - Mingzhen Li 001; Yi Liu 013; Xiaoyan Liu; Qingxiao Sun; Xin You; Hailong Yang 002; Zhongzhi Luan; Lin Gan; Guangwen Yang; Depei Qian (IEEE Trans. Parallel Distributed Syst., 2021)

Toward accelerated stencil computation by adapting tensor core unit on GPU. - Xiaoyan Liu; Yi Liu 013; Hailong Yang 002; Jianjin Liao; Mingzhen Li 001; Zhongzhi Luan; Depei Qian (ICS, 2022)

CoGNN: Efficient Scheduling for Concurrent GNN Training on GPUs. - Qingxiao Sun; Yi Liu 013; Hailong Yang 002; Ruizhe Zhang 012; Ming Dun; Mingzhen Li 001; Xiaoyan Liu; Wencong Xiao; Yong Li 020; Zhongzhi Luan; Depei Qian (SC, 2022)

FamilySeer: Towards Optimized Tensor Codes by Exploiting Computation Subgraph Similarity. - Shanjun Zhang; Mingzhen Li 001; Hailong Yang 002; Yi Liu 013; Zhongzhi Luan; Depei Qian (CoRR, 2022)

EasyScale: Accuracy-consistent Elastic Training for Deep Learning. - Mingzhen Li 001; Wencong Xiao; Biao Sun; Hanyu Zhao; Hailong Yang 002; Shiru Ren; Zhongzhi Luan; Xianyan Jia; Yi Liu 013; Yong Li 020; Depei Qian; Wei Lin 016 (CoRR, 2022)

Mimose: An Input-Aware Checkpointing Planner for Efficient Training on GPU. - Jianjin Liao; Mingzhen Li 001; Qingxiao Sun; Jiwei Hao; Fengwei Yu; Shengdong Chen; Ye Tao; Zicheng Zhang; Hailong Yang 002; Zhongzhi Luan; Depei Qian (CoRR, 2022)

QoS-aware dynamic resource allocation with improved utilization and energy efficiency on GPU. - Qingxiao Sun; Liu Yi; Hailong Yang 002; Mingzhen Li 001; Zhongzhi Luan; Depei Qian (Parallel Comput., 2022)

Exploiting Subgraph Similarities for Efficient Auto-tuning of Tensor Programs. - Mingzhen Li 001; Hailong Yang 002; Shanjun Zhang; Fengwei Yu; Ruihao Gong; Yi Liu 013; Zhongzhi Luan; Depei Qian (ICPP, 2023)

Exploiting Input Tensor Dynamics in Activation Checkpointing for Efficient Training on GPU. - Jianjin Liao; Mingzhen Li 001; Hailong Yang 002; Qingxiao Sun; Biao Sun; Jiwei Hao; Tianyu Feng; Fengwei Yu; Shengdong Chen; Ye Tao; Zicheng Zhang; Zhongzhi Luan; et al. (IPDPS, 2023)

EasyScale: Elastic Training with Consistent Accuracy and Improved Utilization on GPUs. - Mingzhen Li 001; Wencong Xiao; Hailong Yang 002; Biao Sun; Hanyu Zhao; Shiru Ren; Zhongzhi Luan; Xianyan Jia; Yi Liu 013; Yong Li 020; Wei Lin 016; Depei Qian (SC, 2023)

Adapting combined tiling to stencil optimizations on sunway processor. - Biao Sun; Mingzhen Li 001; Hailong Yang 002; Jun Xu; Zhongzhi Luan; Depei Qian (CCF Trans. High Perform. Comput., 2023)

Accelerating Large-Scale Sparse LU Factorization for RF Circuit Simulation. - Guofeng Feng; Hongyu Wang; Zhuoqiang Guo; Mingzhen Li 001; Tong Zhao; Zhou Jin 001; Weile Jia; Guangming Tan; Ninghui Sun (Euro-Par (3), 2024)

Retrospection on the Performance Analysis Tools for Large-Scale HPC Programs. - Zhibo Xuan; Xin You; Hailong Yang 002; Mingzhen Li 001; Zhongzhi Luan; Yi Liu 013; Depei Qian (HiPC, 2024)

Building a domain-specific compiler for emerging processors with a reusable approach. - Mingzhen Li 001; Yi Liu 013; Bangduo Chen; Hailong Yang 002; Zhongzhi Luan; Depei Qian (Sci. China Inf. Sci., 2024)

ElasticBatch: A Learning-Augmented Elastic Scheduling System for Batch Inference on MIG. - Jiaxing Qi; Wencong Xiao; Mingzhen Li 001; Chaojie Yang; Yong Li 020; Wei Lin 016; Hailong Yang 002; Zhongzhi Luan; Depei Qian (IEEE Trans. Parallel Distributed Syst., 2024)

Towards optimized tensor code generation for deep learning on sunway many-core processor. - Mingzhen Li 001; Changxi Liu; Jianjin Liao; Xuegui Zheng; Hailong Yang 002; Rujun Sun; Jun Xu; Lin Gan; Guangwen Yang; Zhongzhi Luan; Depei Qian (Frontiers Comput. Sci., 2024)

FastSpMM: Leveraging Tensor Cores for Sparse Matrix Multiplication. - Hongyu Wang; Mingzhen Li 001; Weile Jia; Hailong Yang 002; Guangming Tan (CF, 2025)

INSPIRIT: Adaptive Priority-based Task Scheduling for Heterogeneous Hardware. - Yiqing Wang; Hailong Yang 002; Xiaoyan Liu; Xinyu Yang; Pengbo Wang; Xin You; Qingxiao Sun; Mingzhen Li 001; Yi Liu 013; Zhongzhi Luan; Depei Qian (IPDPS (Workshops), 2025)

Mario: Near Zero-cost Activation Checkpointing in Pipeline Parallelism. - Weijian Liu; Mingzhen Li 001; Guangming Tan; Weile Jia (PPoPP, 2025)

Efficient Long Context Fine-tuning with Chunk Flow. - Xiulong Yuan; Hongtao Xu; Wenting Shen; Ang Wang; Xiafei Qiu; Jie Zhang 078; Yuqiong Liu; Bowen Yu 002; Junyang Lin; Mingzhen Li 001; Weile Jia; Yong Li 020; et al. (CoRR, 2025)

An interpretable DeePMD-kit performance model for emerging supercomputers. - Xiangyu Meng 005; Xun Wang 010; Mingzhen Li 001; Guangming Tan; Weile Jia (CCF Trans. High Perform. Comput., 2025)

29-Billion Atoms Molecular Dynamics Simulation With Ab Initio Accuracy on 35 Million Cores of New Sunway Supercomputer. - Xun Wang 010; Xiangyu Meng 005; Zhuoqiang Guo; Mingzhen Li 001; Lijun Liu; Mingfan Li; Qian Xiao; Tong Zhao; Ninghui Sun; Guangming Tan; Weile Jia (IEEE Trans. Computers, 2025)