Mostafa Elhoushi
- Large Language Models for Compiler Optimization
2023/09/11 by Chris Cummins, Volker Seeker, Cummins, Chris +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
- AST-T5: Structure-Aware Pretraining for Code Generation and Understanding
2024/01/05 by Linyuan Gong, Gong, Linyuan, Mostafa Elhoushi +3 · 9 citations
Computer Science · #Advanced Malware Detection Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
- Learning Compiler Pass Orders using Coreset and Normalized Value Prediction
2023/01/09 by Youwei Liang, Kevin H. Stone, Liang, Youwei +18 · 4 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
- Evaluation of LLMs on Syntax-Aware Code Fill-in-the-Middle Tasks
2024/03/07 by Linyuan Gong, Sida Wang, Gong, Linyuan +5 · 5 citations
Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Service-Oriented Architecture and Web Services #Software Engineering (cs.SE) #Software Engineering Research
- Sieve: Multimodal Dataset Pruning Using Image Captioning Models
2023/10/03 by Anas Mahmoud, Mahmoud, Anas, Mostafa Elhoushi +11 · 2 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
- Decoding Data Quality via Synthetic Corruptions: Embedding-guided Pruning of Code Data
2023/12/05 by Yang Yu, Yang, Yu, Aaditya K. Singh +17 · 2 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering Research #Topic Modeling
- Demystifying Synthetic Data in LLM Pre-training: A Systematic Study of Scaling Laws, Benefits, and Pitfalls
2025/10/02 by Feiyang Kang, Kang, Feiyang, Newsha Ardalani +17 · 3 citations
Social Sciences · #Artificial Intelligence in Law
- CHAI: Clustered Head Attention for Efficient LLM Inference
2024/03/12 by Saurabh Agarwal, Bilge Acun, Agarwal, Saurabh +12 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis
- Minuet: Accelerating 3D Sparse Convolutions on GPUs
2023/12/01 by Jiacheng Yang, Christina Giannoula, Yang, Jiacheng +9 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #Image and Video Quality Assessment #Machine Learning (cs.LG) #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)
- CATransformers: Carbon Aware Transformers Through Joint Model-Hardware Optimization
2025/05/02 by Irène Wang, Wang, Irene, Newsha Ardalani +15 · 2 citations
Computer Science · Engineering · Materials Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Green IT and Sustainability #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Machine Learning in Materials Science