Tristan Vanderbruggen

22 papers A 1C 1Journal 7Unranked 13

Year	Rank	Type	Title / Venue / Authors
2023	—	`conf`	Data Race Detection Using Large Language Models. SC Workshops Le Chen, Xianzhong Ding, Murali Emani, Tristan Vanderbruggen, Pei-Hung Lin, Chunhua Liao
2023	J	`jnl`	Data Race Detection Using Large Language Models. CoRR Le Chen, Xianzhong Ding, Murali Emani, Tristan Vanderbruggen, Pei-Hung Lin, Chunhua Liao
2023	—	`conf`	HPC-GPT: Integrating Large Language Model for High-Performance Computing. SC Workshops Xianzhong Ding, Le Chen, Murali Emani, Chunhua Liao, Pei-Hung Lin, Tristan Vanderbruggen, Zhen Xie, Alberto Cerpa, Wan Du
2023	J	`jnl`	HPC-GPT: Integrating Large Language Model for High-Performance Computing. CoRR Xianzhong Ding, Le Chen, Murali Emani, Chunhua Liao, Pei-Hung Lin, Tristan Vanderbruggen, Zhen Xie, Alberto E. Cerpa, Wan Du
2023	—	`conf`	LM4HPC: Towards Effective Language Model Application in High-Performance Computing. IWOMP Le Chen, Pei-Hung Lin, Tristan Vanderbruggen, Chunhua Liao, Murali Emani, Bronis R. de Supinski
2023	J	`jnl`	LM4HPC: Towards Effective Language Model Application in High-Performance Computing. CoRR Le Chen, Pei-Hung Lin, Tristan Vanderbruggen, Chunhua Liao, Murali Emani, Bronis R. de Supinski
2023	J	`jnl`	Structured Thoughts Automaton: First Formalized Execution Model for Auto-Regressive Language Models. CoRR Tristan Vanderbruggen, Chunhua Liao, Peter Pirkelbauer, Pei-Hung Lin
2022	—	`conf`	Early Experience with Transformer-Based Similarity Analysis for DataRaceBench. Correctness@SC Winson Chen, Tristan Vanderbruggen, Pei-Hung Lin, Chunhua Liao, Murali Emani
2022	—	`conf`	Finding Reusable Machine Learning Components to Build Programming Language Processing Pipelines. ECSA (Tracks and Workshops) Patrick J. Flynn, Tristan Vanderbruggen, Chunhua Liao, Pei-Hung Lin, Murali Emani, Xipeng Shen
2022	J	`jnl`	Finding Reusable Machine Learning Components to Build Programming Language Processing Pipelines. CoRR Patrick J. Flynn, Tristan Vanderbruggen, Chunhua Liao, Pei-Hung Lin, Murali Emani, Xipeng Shen
2022	—	`conf`	Interactive NLU-Powered Ontology-Based Workflow Synthesis for FAIR Support of HPC. HUST@SC Zifan Nan, Mithil Dave, Xipeng Shen, Chunhua Liao, Tristan Vanderbruggen, Pei-Hung Lin, Murali Emani
2022	—	`conf`	Making Machine Learning Datasets and Models FAIR for HPC: A Methodology and Case Study. TransAI Pei-Hung Lin, Chunhua Liao, Winson Chen, Tristan Vanderbruggen, Murali Emani, Hailu Xu
2022	J	`jnl`	Making Machine Learning Datasets and Models FAIR for HPC: A Methodology and Case Study. CoRR Pei-Hung Lin, Chunhua Liao, Winson Chen, Tristan Vanderbruggen, Murali Emani, Hailu Xu
2022	J	`jnl`	Towards Seamless Management of AI Models in High-Performance Computing. CoRR Sixing Yu, Murali Emani, Chunhua Liao, Pei-Hung Lin, Tristan Vanderbruggen, Xipeng Shen, Ali Jannesari
2021	—	`conf`	HPC Ontology: Towards a Unified Ontology for Managing Training Datasets and AI Models for High-Performance Computing. MLHPC@SC Chunhua Liao, Pei-Hung Lin, Gaurav Verma, Tristan Vanderbruggen, Murali Emani, Zifan Nan, Xipeng Shen
2021	—	`conf`	HPCFAIR: Enabling FAIR AI for HPC Applications. MLHPC@SC Gaurav Verma, Murali Emani, Chunhua Liao, Pei-Hung Lin, Tristan Vanderbruggen, Xipeng Shen, Barbara M. Chapman
2020	—	`conf`	HPC-MixPBench: An HPC Benchmark Suite for Mixed-Precision Analysis. IISWC Konstantinos Parasyris, Ignacio Laguna, Harshitha Menon, Markus Schordan, Daniel Osei-Kuffuor, Giorgis Georgakoudis, Michael O. Lam, Tristan Vanderbruggen
2020	A	`conf`	XPlacer: Automatic Analysis of Data Access Patterns on Heterogeneous CPU/GPU Systems. IPDPS Peter Pirkelbauer, Pei-Hung Lin, Tristan Vanderbruggen, Chunhua Liao
2019	—	`conf`	Tool Integration for Source-Level Mixed Precision. CORRECTNESS@SC Michael O. Lam, Tristan Vanderbruggen, Harshitha Menon, Markus Schordan
2017	—	`conf`	Directive-based tile abstraction to distribute loops on accelerators. GPGPU@PPoPP Tristan Vanderbruggen, John Cavazos, Chunhua Liao, Daniel J. Quinlan
2017	C	`conf`	Parallelization of Machine Learning Applied to Call Graphs of Binaries for Malware Detection. PDP Robert Searles, Lifan Xu, William Killian, Tristan Vanderbruggen, Teague Forren, John Howe, Zachary Pearson, Corey Shannon, Joshua Simmons, John Cavazos
2014	—	`conf`	Generating OpenCL C kernels from OpenACC. IWOCL Tristan Vanderbruggen, John Cavazos