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Jannesari, Ali

  1. Auto Graph Encoder-Decoder for Neural Network Pruning
    2020/11/25 by Sixing Yu, Yu, Sixing, Arya Mazaheri +3 · 7 citations
    Computer Science · #Advanced Graph Neural Networks #Recommender Systems and Techniques #Topic Modeling
  2. Federated Foundation Models: Privacy-Preserving and Collaborative Learning for Large Models
    2023/05/19 by Sixing Yu, Yu, Sixing, J. Pablo Muñoz +3 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  3. PipeInfer: Accelerating LLM Inference using Asynchronous Pipelined Speculation
    2024/07/16 by Butler, Branden, Yu, Sixing, Mazaheri, Arya +1 · 9 citations
    #Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  4. The Landscape and Challenges of HPC Research and LLMs
    2024/02/03 by Chen, Le, Ahmed, Nesreen K., Dutta, Akash +14 · 8 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  5. FLoRA: Enhancing Vision-Language Models with Parameter-Efficient Federated Learning
    2024/04/12 by Duy Phuong Nguyen, Nguyen, Duy Phuong, J. Pablo Muñoz +3 · 7 citations
    Computer Science · Engineering · Neuroscience · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics and Automated Systems
  6. Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement Learning
    2021/02/05 by Sixing Yu, Yu, Sixing, Arya Mazaheri +3 · 3 citations
    Computer Science · Neuroscience · #Advanced Graph Neural Networks #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM
  7. A Vision Based Deep Reinforcement Learning Algorithm for UAV Obstacle\n Avoidance
    2021/03/10 by Jeremy Roghair, Kyungtae Ko, Roghair, Jeremy +5 · 3 citations
    Engineering · Computer Science · #Robotics and Sensor-Based Localization #Advanced Neural Network Applications #Reinforcement Learning in Robotics
  8. AutoParLLM: GNN-guided Context Generation for Zero-Shot Code Parallelization using LLMs
    2023/10/06 by Quazi Ishtiaque Mahmud, Mahmud, Quazi Ishtiaque, Ali TehraniJamsaz +8 · 6 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Software Engineering Research
  9. CodeRosetta: Pushing the Boundaries of Unsupervised Code Translation for Parallel Programming
    2024/10/27 by Ali TehraniJamsaz, Arijit Bhattacharjee, TehraniJamsaz, Ali +9 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #Performance (cs.PF) #Programming Languages (cs.PL) #Software Engineering (cs.SE) #and Cluster Computing (cs.DC)
  10. Learning to Parallelize with OpenMP by Augmented Heterogeneous AST Representation
    2023/05/09 by Chen, Le, Mahmud, Quazi Ishtiaque, Phan, Hung +2 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
  11. DeepRace: Finding Data Race Bugs via Deep Learning
    2019/07/15 by Ali Reza Tehrani‐Bagha, Mohammed Khaleel, Tehrani, Ali +5 · 1 citation
    Computer Science · #Distributed #FOS: Computer and information sciences #Parallel #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques #and Cluster Computing (cs.DC)
  12. Fortran2CPP: Automating Fortran-to-C++ Translation using LLMs via Multi-Turn Dialogue and Dual-Agent Integration
    2024/12/27 by Le Chen, Chen, Le, Bin Lei +10 · 3 citations
    Computer Science · Engineering · #Advanced Data Processing Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Service-Oriented Architecture and Web Services #Software System Performance and Reliability
  13. Static Neural Compiler Optimization via Deep Reinforcement Learning
    2020/08/20 by Mammadli, Rahim, Jannesari, Ali, Wolf, Felix · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  14. Enhancing Heterogeneous Federated Learning with Knowledge Extraction and Multi-Model Fusion
    2022/08/16 by Nguyen, Duy Phuong, Sixing Yu, Yu, Sixing +3 · 1 citation
    Computer Science · #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
  15. PERFOGRAPH: A Numerical Aware Program Graph Representation for Performance Optimization and Program Analysis
    2023/05/31 by TehraniJamsaz, Ali, Mahmud, Quazi Ishtiaque, Chen, Le +2 · 1 citation
    #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Programming Languages (cs.PL) #and Cluster Computing (cs.DC)
  16. Bridging the Gap Between Foundation Models and Heterogeneous Federated Learning
    2023/09/30 by Sixing Yu, J. Pablo Muñoz, Yu, Sixing +3 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  17. MIREncoder: Multi-modal IR-based Pretrained Embeddings for Performance Optimizations
    2024/07/02 by Dutta, Akash, Jannesari, Ali · 1 citation
    #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)
  18. Efficient Object Detection Model for Real-Time UAV Applications
    2019/05/30 by Subrahmanyam Vaddi, Chandan Kumar, Vaddi, Subrahmanyam +3 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Video Surveillance and Tracking Methods #Robotics and Sensor-Based Localization
  19. CompCodeVet: A Compiler-guided Validation and Enhancement Approach for Code Dataset
    2023/11/11 by Le Chen, Chen, Le, Arijit Bhattacharjee +11 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling