Leather, Hugh
- Large Language Models for Compiler Optimization
2023/09/11 by Chris Cummins, Cummins, Chris, Volker Seeker +20 · 2 voices · 16 citations
Computer Science · #Parallel Computing and Optimization Techniques #Software Engineering Research #Software Testing and Debugging Techniques #cs.AI #cs.CL #cs.LG #cs.PL
- CRUXEval: A Benchmark for Code Reasoning, Understanding and Execution
2024/01/05 by Gu, Alex, Rozière, Baptiste, Leather, Hugh +3 · 67 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
- CompilerGym: Robust, Performant Compiler Optimization Environments for AI Research
2021/09/17 by Chris Cummins, Bram Wasti, Cummins, Chris +21 · 12 citations
Computer Science · #Parallel Computing and Optimization Techniques #Software Engineering Research #Adversarial Robustness in Machine Learning
- Meta Large Language Model Compiler: Foundation Models of Compiler Optimization
2024/06/27 by Chris Cummins, Cummins, Chris, Volker Seeker +11 · 17 citations
Computer Science · #Distributed and Parallel Computing Systems #Model-Driven Software Engineering Techniques #Parallel Computing and Optimization Techniques
- Code Translation with Compiler Representations
2022/06/30 by Marc Szafraniec, Baptiste Rozière, Szafraniec, Marc +9 · 9 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Programming Languages (cs.PL) #Software Engineering Research
- Learning Compiler Pass Orders using Coreset and Normalized Value Prediction
2023/01/09 by Youwei Liang, Liang, Youwei, Kevin H. Stone +18 · 5 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Programming Languages (cs.PL) #Software Engineering Research
- Sieve: Multimodal Dataset Pruning Using Image Captioning Models
2023/10/03 by Anas Mahmoud, Mahmoud, Anas, Mostafa Elhoushi +11 · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Compiler generated feedback for Large Language Models
2024/03/18 by Grubisic, Dejan, Cummins, Chris, Seeker, Volker +1 · 4 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Programming Languages (cs.PL)
- CWM: An Open-Weights LLM for Research on Code Generation with World Models
2025/09/30 by FAIR CodeGen team, Copet, Jade, Carbonneaux, Quentin +48 · 13 citations
#68T07 #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.7 #Machine Learning (cs.LG) #Software Engineering (cs.SE)
- LOOPer: A Learned Automatic Code Optimizer For Polyhedral Compilers
2024/03/18 by Massinissa Merouani, Merouani, Massinissa, Iheb Nassim Aouadj +15 · 5 citations
Computer Science · #Distributed #Distributed and Parallel Computing Systems #Embedded Systems Design Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #Programming Languages (cs.PL) #and Cluster Computing (cs.DC)
- ProGraML: Graph-based Deep Learning for Program Optimization and Analysis
2020/03/23 by Chris Cummins, Cummins, Chris, Zacharias V. Fisches +7 · 2 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Performance (cs.PF) #Programming Languages (cs.PL) #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques
- Don't Transform the Code, Code the Transforms: Towards Precise Code Rewriting using LLMs
2024/10/11 by Chris Cummins, Volker Seeker, Cummins, Chris +9 · 3 citations
Computer Science · Social Sciences · #Artificial Intelligence in Law #Digital Rights Management and Security #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Priority Sampling of Large Language Models for Compilers
2024/02/28 by Dejan Grubisic, Chris Cummins, Grubisic, Dejan +5 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Performance (cs.PF) #Software Engineering Research #Software Testing and Debugging Techniques #Topic Modeling