Tristan Vanderbruggen

Orcid: 0000-0003-0609-3925

According to our database1, Tristan Vanderbruggen authored at least 17 papers between 2014 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
Structured Thoughts Automaton: First Formalized Execution Model for Auto-Regressive Language Models.
CoRR, 2023

HPC-GPT: Integrating Large Language Model for High-Performance Computing.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

Data Race Detection Using Large Language Models.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

LM4HPC: Towards Effective Language Model Application in High-Performance Computing.
Proceedings of the OpenMP: Advanced Task-Based, Device and Compiler Programming, 2023

2022
Towards Seamless Management of AI Models in High-Performance Computing.
CoRR, 2022

Making Machine Learning Datasets and Models FAIR for HPC: A Methodology and Case Study.
Proceedings of the Fourth International Conference on Transdisciplinary AI, 2022

Interactive NLU-Powered Ontology-Based Workflow Synthesis for FAIR Support of HPC.
Proceedings of the IEEE/ACM International Workshop on HPC User Support Tools, 2022

Finding Reusable Machine Learning Components to Build Programming Language Processing Pipelines.
Proceedings of the Software Architecture. ECSA 2022 Tracks and Workshops, 2022

Early Experience with Transformer-Based Similarity Analysis for DataRaceBench.
Proceedings of the Sixth IEEE/ACM International Workshop on Software Correctness for HPC Applications, 2022

2021
HPCFAIR: Enabling FAIR AI for HPC Applications.
Proceedings of the IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments, 2021

HPC Ontology: Towards a Unified Ontology for Managing Training Datasets and AI Models for High-Performance Computing.
Proceedings of the IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments, 2021

2020
XPlacer: Automatic Analysis of Data Access Patterns on Heterogeneous CPU/GPU Systems.
Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2020

HPC-MixPBench: An HPC Benchmark Suite for Mixed-Precision Analysis.
Proceedings of the IEEE International Symposium on Workload Characterization, 2020

2019
Tool Integration for Source-Level Mixed Precision.
Proceedings of the 2019 IEEE/ACM 3rd International Workshop on Software Correctness for HPC Applications (Correctness), 2019

2017
Directive-based tile abstraction to distribute loops on accelerators.
Proceedings of the General Purpose GPUs, 2017

Parallelization of Machine Learning Applied to Call Graphs of Binaries for Malware Detection.
Proceedings of the 25th Euromicro International Conference on Parallel, 2017

2014
Generating OpenCL C kernels from OpenACC.
Proceedings of the International Workshop on OpenCL, 2014


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