Mingfan Li

According to our database, Mingfan Li authored at least 14 papers between 2019 and 2024.

Collaborative distances:

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

2024

Hybrid 3D Reconstruction of Indoor Scenes Integrating Object Recognition.

Mingfan Li, Minglei Li, Li Xu, Mingqiang Wei

Remote. Sens., February, 2024

2023

Deep learning representations for quantum many-body systems on heterogeneous hardware.

Xiao Liang, Mingfan Li, Qian Xiao, Junshi Chen, Chao Yang, Hong An, Lixin He

Mach. Learn. Sci. Technol., March, 2023

2022

Bridging the Gap between Deep Learning and Frustrated Quantum Spin System for Extreme-Scale Simulations on New Generation of Sunway Supercomputer.

Mingfan Li, Junshi Chen, Qian Xiao, Fei Wang, Qingcai Jiang, Xuncheng Zhao, Rongfen Lin, Hong An, Xiao Liang, Lixin He

IEEE Trans. Parallel Distributed Syst., 2022

AI for Quantum Mechanics: High Performance Quantum Many-Body Simulations via Deep Learning.

Xuncheng Zhao, Mingfan Li, Qian Xiao, Junshi Chen, Fei Wang, Li Shen, Meijia Zhao, Wenhao Wu, Hong An, Lixin He, Xiao Liang

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

Machine Learning-enabled Performance Model for DNN Applications and AI Accelerator.

Ruohan Wu, Mingfan Li, Hanxi Li, Tianxiang Chen, Xinghui Tian, Xiaoxin Xu, Bin Zhou, Junshi Chen, Hong An

Proceedings of the 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, 2022

2021

swFLOW: A large-scale distributed framework for deep learning on Sunway TaihuLight supercomputer.

Mingfan Li, Han Lin, Junshi Chen, Jose Monsalve Diaz, Qian Xiao, Rongfen Lin, Fei Wang, Guang R. Gao, Hong An

Inf. Sci., 2021

2020

Distributed deep learning system for cancerous region detection on Sunway TaihuLight.

Guofeng Lv, Mingfan Li, Hong An, Han Lin, Junshi Chen, Wenting Han, Qian Xiao, Fei Wang, Rongfen Lin

CCF Trans. High Perform. Comput., 2020

Runtime Adaptive Matrix Multiplication for the SW26010 Many-Core Processor.

Zheng Wu, Mingfan Li, Mengxian Chi, Le Xu, Hong An

IEEE Access, 2020

Optimizing Astrophysical Simulation Software on Sunway Heterogeneous Manycore Architecture.

Tao Fang, Junshi Chen, Mingfan Li, Ziyu Zhang, Hong An, Wenting Han

Proceedings of the 22nd IEEE International Conference on High Performance Computing and Communications; 18th IEEE International Conference on Smart City; 6th IEEE International Conference on Data Science and Systems, 2020

2019

Degree-of-Node Task Scheduling of Fine-Grained Parallel Programs on Heterogeneous Systems.

Han Lin, Mingfan Li, Chengfan Jia, Junnan Liu, Hong An

J. Comput. Sci. Technol., 2019

Improving the Performance of Distributed MXNet with RDMA.

Mingfan Li, Ke Wen, Han Lin, Xu Jin, Zheng Wu, Hong An, Mengxian Chi

Int. J. Parallel Program., 2019

Gdarts: A GPU-Based Runtime System for Dataflow Task Programming on Dependency Applications.

Mingfan Li, Qingcai Jiang, Han Lin, Hong An

Proceedings of the 2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2019

swFLOW: A Dataflow Deep Learning Framework on Sunway TaihuLight Supercomputer.

Han Lin, Zeng Lin, Jose Monsalve Diaz, Mingfan Li, Hong An, Guang R. Gao

Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

TripletRun: A Dataflow Runtime Simulator and Its Performance Model.

Han Lin, Hong An, Mingfan Li, Zeng Lin, Junshi Chen, Wenting Han

Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019