Ali Jannesari
- Auto Graph Encoder-Decoder for Neural Network Pruning
2020/11/25 by Sixing Yu, Yu, Sixing, Arya Mazaheri +3 · 5 citations
Computer Science · #Advanced Graph Neural Networks #Recommender Systems and Techniques #Topic Modeling
- Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement Learning
2021/02/05 by Sixing Yu, Arya Mazaheri, Yu, Sixing +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
- FLoRA: Enhancing Vision-Language Models with Parameter-Efficient Federated Learning
2024/04/12 by Duy Phuong Nguyen, Nguyen, Duy Phuong, J. Pablo Muñoz +3 · 4 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
- A Vision Based Deep Reinforcement Learning Algorithm for UAV Obstacle\n Avoidance
2021/03/10 by Jeremy Roghair, Kyungtae Ko, Roghair, Jeremy +5 · 2 citations
Engineering · Computer Science · #Robotics and Sensor-Based Localization #Advanced Neural Network Applications #Reinforcement Learning in Robotics
- CodeRosetta: Pushing the Boundaries of Unsupervised Code Translation for Parallel Programming
2024/10/27 by Ali TehraniJamsaz, Arijit Bhattacharjee, TehraniJamsaz, Ali +9 · 6 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)
- Fortran2CPP: Automating Fortran-to-C++ Translation using LLMs via Multi-Turn Dialogue and Dual-Agent Integration
2024/12/27 by Le Chen, Bin Lei, Chen, Le +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
- Enhancing Heterogeneous Federated Learning with Knowledge Extraction and Multi-Model Fusion
2022/08/16 by Sixing Yu, Nguyen, Duy Phuong, 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)
- Bridging the Gap Between Foundation Models and Heterogeneous Federated Learning
2023/09/30 by Sixing Yu, Yu, Sixing, J. Pablo Muñoz +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)
- Efficient Object Detection Model for Real-Time UAV Applications
2019/05/30 by Subrahmanyam Vaddi, Vaddi, Subrahmanyam, Chandan Kumar +3 · 1 citation
Computer Science · Engineering · #Advanced Neural Network Applications #Video Surveillance and Tracking Methods #Robotics and Sensor-Based Localization
- CompCodeVet: A Compiler-guided Validation and Enhancement Approach for Code Dataset
2023/11/11 by Le Chen, Arijit Bhattacharjee, Chen, Le +11 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
- VarRate: Training-Free Variable-Rate KV Cache Compression for Long-Context LLMs
2026/07/16 by Shahrzad Esmat, Dhawal Shah, Ali Jannesari
#cs.CL #cs.LG
- Multi-turn RL with Structural and Performance Aware Rewards for CUDA Kernel Generation
2026/07/23 by Quazi Ishtiaque Mahmud, Nesreen K. Ahmed, Ali Jannesari
#cs.LG #cs.AI