Mingfan Li

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 14

Top Topics

Quantum Mechanics

Object Recognition

Weakly Supervised

Top Venues

HPCC/SmartCity/DSS

Mach. Learn. Sci. Technol.

HPCC/DSS/SmartCity

Publications

Mingfan Li, Minglei Li, Li Xu, Mingqiang Wei
Hybrid 3D Reconstruction of Indoor Scenes Integrating Object Recognition. Remote. Sens. 16 (4) (2024)
Xiao Liang, Mingfan Li, Qian Xiao, Junshi Chen, Chao Yang, Hong An, Lixin He
Deep learning representations for quantum many-body systems on heterogeneous hardware. Mach. Learn. Sci. Technol. 4 (1) (2023)
Ruohan Wu, Mingfan Li, Hanxi Li, Tianxiang Chen, Xinghui Tian, Xiaoxin Xu, Bin Zhou, Junshi Chen, Hong An
Machine Learning-enabled Performance Model for DNN Applications and AI Accelerator. HPCC/DSS/SmartCity/DependSys (2022)
Xuncheng Zhao, Mingfan Li, Qian Xiao, Junshi Chen, Fei Wang, Li Shen, Meijia Zhao, Wenhao Wu, Hong An, Lixin He, Xiao Liang
AI for Quantum Mechanics: High Performance Quantum Many-Body Simulations via Deep Learning. SC (2022)
Mingfan Li, Junshi Chen, Qian Xiao, Fei Wang, Qingcai Jiang, Xuncheng Zhao, Rongfen Lin, Hong An, Xiao Liang, Lixin He
Bridging the Gap between Deep Learning and Frustrated Quantum Spin System for Extreme-Scale Simulations on New Generation of Sunway Supercomputer. IEEE Trans. Parallel Distributed Syst. 33 (11) (2022)
Mingfan Li, Han Lin, Junshi Chen, Jose Monsalve Diaz, Qian Xiao, Rongfen Lin, Fei Wang, Guang R. Gao, Hong An
swFLOW: A large-scale distributed framework for deep learning on Sunway TaihuLight supercomputer. Inf. Sci. 570 (2021)
Tao Fang, Junshi Chen, Mingfan Li, Ziyu Zhang, Hong An, Wenting Han
Optimizing Astrophysical Simulation Software on Sunway Heterogeneous Manycore Architecture. HPCC/DSS/SmartCity (2020)
Guofeng Lv, Mingfan Li, Hong An, Han Lin, Junshi Chen, Wenting Han, Qian Xiao, Fei Wang, Rongfen Lin
Distributed deep learning system for cancerous region detection on Sunway TaihuLight. CCF Trans. High Perform. Comput. 2 (4) (2020)
Zheng Wu, Mingfan Li, Mengxian Chi, Le Xu, Hong An
Runtime Adaptive Matrix Multiplication for the SW26010 Many-Core Processor. IEEE Access 8 (2020)
Han Lin, Mingfan Li, Chengfan Jia, Junnan Liu, Hong An
Degree-of-Node Task Scheduling of Fine-Grained Parallel Programs on Heterogeneous Systems. J. Comput. Sci. Technol. 34 (5) (2019)
Mingfan Li, Ke Wen, Han Lin, Xu Jin, Zheng Wu, Hong An, Mengxian Chi
Improving the Performance of Distributed MXNet with RDMA. Int. J. Parallel Program. 47 (3) (2019)
Han Lin, Zeng Lin, Jose Monsalve Diaz, Mingfan Li, Hong An, Guang R. Gao
swFLOW: A Dataflow Deep Learning Framework on Sunway TaihuLight Supercomputer. HPCC/SmartCity/DSS (2019)
Mingfan Li, Qingcai Jiang, Han Lin, Hong An
Gdarts: A GPU-Based Runtime System for Dataflow Task Programming on Dependency Applications. ISPA/BDCloud/SocialCom/SustainCom (2019)
Han Lin, Hong An, Mingfan Li, Zeng Lin, Junshi Chen, Wenting Han
TripletRun: A Dataflow Runtime Simulator and Its Performance Model. HPCC/SmartCity/DSS (2019)