Jingwei Sun

Multi‐Net strategy: Accelerating physics‐informed neural networks for solving partial differential equations

Guangzhong Sun, Yunzhuo Wang, Jianfeng Li, 2022, Softw. Pract. Exp..

An Active Learning Method for Empirical Modeling in Performance Tuning

Jingwei Sun, Jiepeng Zhang, Guangzhong Sun, 2020, 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS).

Automated Performance Modeling of HPC Applications Using Machine Learning

Jingwei Sun, Jiepeng Zhang, Guangzhong Sun, 2020, IEEE Transactions on Computers.

Constructing Skeleton for Parallel Applications with Machine Learning Methods

Zihang Zhang, Jingwei Sun, Jiepeng Zhang, 2019, ICPP Workshops.

Automated Performance Modeling Based on Runtime Feature Detection and Machine Learning

Yong Chen, Jingwei Sun, Guangzhong Sun, 2017, 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC).

A CGRA based Neural Network Inference Engine for Deep Reinforcement Learning

Zheng Wang, Mingsong Chen, Jingwei Sun, 2018, 2018 IEEE Asia Pacific Conference on Circuits and Systems (APCCAS).

AdaSAM: Boosting Sharpness-Aware Minimization with Adaptive Learning Rate and Momentum for Training Deep Neural Networks

Liang Ding, Dacheng Tao, Qihuang Zhong, 2023, Neural Networks.

Latency-aware automatic CNN channel pruning with GPU runtime analysis

Guangzhong Sun, Jingwei Sun, Zhongtian Xu, 2021, BenchCouncil Transactions on Benchmarks, Standards and Evaluations.

Performance Analysis of Graph Neural Network Frameworks

Guangzhong Sun, Jingwei Sun, Junwei Wu, 2021, 2021 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS).

EC-SpMM: Efficient Compilation of SpMM Kernel on GPUs

Guangzhong Sun, Jingwei Sun, Junqing Lin, 2023, International Conference on Parallel Processing.

Synthesizing Proxy Applications for MPI Programs

Guangzhong Sun, Jiyu Luo, Qingguo Xu, 2023, ArXiv.

Lossy Compression of Communication Traces Using Recurrent Neural Networks

Guangzhong Sun, Jingwei Sun, Hao Sun, 2021, IEEE Transactions on Parallel and Distributed Systems.

SPLZ: An efficient algorithm for single source shortest path problem using compression method

Jingwei Sun, Guangzhong Sun, Jingwei Sun, 2014, GeoInformatica.

Accelerating GNN Inference by Soft Channel Pruning

Jingwei Sun, Guangzhong Sun, Wenbo Zhang, 2022, 2022 IEEE 13th International Symposium on Parallel Architectures, Algorithms and Programming (PAAP).