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Le Chen
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Hpc-gpt: Integrating large language model for high-performance computing
X Ding, L Chen, M Emani, C Liao, PH Lin, T Vanderbruggen, Z Xie, ...
Proceedings of the SC'23 Workshops of The International Conference on High …, 2023
382023
LM4HPC: Towards Effective Language Model Application in High-Performance Computing
L Chen, PH Lin, T Vanderbruggen, C Liao, M Emani, B de Supinski
International Workshop on OpenMP, 18-33, 2023
362023
Data race detection using large language models
L Chen, X Ding, M Emani, T Vanderbruggen, PH Lin, C Liao
Proceedings of the SC'23 Workshops of The International Conference on High …, 2023
172023
Learning to parallelize with openmp by augmented heterogeneous ast representation
L Chen, QI Mahmud, H Phan, NK Ahmed, A Jannesari
Proceedings of the Sixth Conference on Machine Learning and Systems, 2023
142023
The Landscape and Challenges of HPC Research and LLMs
L Chen, NK Ahmed, A Dutta, A Bhattacharjee, S Yu, QI Mahmud, ...
arXiv preprint arXiv:2402.02018, 2024
122024
Creating a Dataset for High-Performance Computing Code Translation using LLMs: A Bridge Between OpenMP Fortran and C++
B Lei, C Ding, L Chen, PH Lin, C Liao
2023 IEEE High Performance Extreme Computing Conference (HPEC), 1-7, 2023
11*2023
Ompgpt: A generative pre-trained transformer model for openmp
L Chen, A Bhattacharjee, N Ahmed, N Hasabnis, G Oren, V Vo, ...
European Conference on Parallel Processing, 121-134, 2024
102024
Multi-view learning for parallelism discovery of sequential programs
L Chen, QI Mahmud, A Jannesari
2022 IEEE International Parallel and Distributed Processing Symposium …, 2022
102022
Autoparllm: Gnn-guided automatic code parallelization using large language models
QI Mahmud, A TehraniJamsaz, HD Phan, NK Ahmed, A Jannesari
arXiv preprint arXiv:2310.04047, 2023
92023
Perfograph: A numerical aware program graph representation for performance optimization and program analysis
A TehraniJamsaz, QI Mahmud, L Chen, NK Ahmed, A Jannesari
Advances in Neural Information Processing Systems 36, 2024
82024
Compcodevet: A compiler-guided validation and enhancement approach for code dataset
L Chen, A Bhattacharjee, NK Ahmed, N Hasabnis, G Oren, B Lei, ...
arXiv preprint arXiv:2311.06505, 2023
42023
Molecule binding parameter estimation from Surface Plasmon Resonance measurements
MLT Yanjun Yan, Le Chen, Peter C Tay
SoutheastCon 2017, 1-9, 2017
32017
FlashVideo: A Framework for Swift Inference in Text-to-Video Generation
B Lei, C Ding
arXiv preprint arXiv:2401.00869, 2023
22023
DataRaceBench V1. 4.1 and DataRaceBench-ML V0. 1: Benchmark Suites for Data Race Detection
L Chen, W Wu, SF Siegel, PH Lin, C Liao
arXiv preprint arXiv:2308.08473, 2023
22023
Fortran2CPP: Automating Fortran-to-C++ Migration using LLMs via Multi-Turn Dialogue and Dual-Agent Integration
L Chen, B Lei, D Zhou, PH Lin, C Liao, C Ding, A Jannesari
arXiv preprint arXiv:2412.19770, 2024
2024
CodeRosetta: Pushing the Boundaries of Unsupervised Code Translation for Parallel Programming
A TehraniJamsaz, A Bhattacharjee, L Chen, NK Ahmed, A Yazdanbakhsh, ...
arXiv preprint arXiv:2410.20527, 2024
2024
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