Haj-Ali, Ameer

1. NeuroVectorizer: End-to-End Vectorization with Deep Reinforcement\n Learning
   2019/09/20 by Ameer Haj-Ali, Nesreen K. Ahmed, Haj-Ali, Ameer +10 · 2 voices · 4 citations
   Computer Science · #Advanced Malware Detection Techniques #Cloud Computing and Resource Management #Parallel Computing and Optimization Techniques #cs.DC #cs.PF #cs.PL
2. Ansor: Generating High-Performance Tensor Programs for Deep Learning
   2020/06/11 by Lianmin Zheng, Chengfan Jia, Zheng, Lianmin +21 · 41 citations
   Computer Science · Mathematics · #Parallel Computing and Optimization Techniques #Advanced Neural Network Applications #Tensor decomposition and applications
3. Gemmini: Enabling Systematic Deep-Learning Architecture Evaluation via\n Full-Stack Integration
   2019/11/22 by Hasan Genç, Genc, Hasan, Seah Kim +35 · 25 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Distributed #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #Performance (cs.PF) #and Cluster Computing (cs.DC)
4. AutoCkt: Deep Reinforcement Learning of Analog Circuit Designs
   2020/01/06 by Settaluri, Keertana, Haj-Ali, Ameer, Huang, Qijing +2 · 9 citations
   #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
5. AutoPhase: Juggling HLS Phase Orderings in Random Forests with Deep Reinforcement Learning
   2020/03/02 by Qijing Huang, Huang, Qijing, Ameer Haj-Ali +11 · 8 citations
   Computer Science · Physics and Astronomy · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Parallel #Programming Languages (cs.PL) #Reinforcement Learning in Robotics #and Cluster Computing (cs.DC)
6. AutoPhase: Compiler Phase-Ordering for High Level Synthesis with Deep Reinforcement Learning
   2019/01/15 by Ameer Haj-Ali, Haj-Ali, Ameer, Qijing Huang +11 · 3 citations
   Computer Science · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Programming Languages (cs.PL) #Software Engineering Research
7. ProTuner: Tuning Programs with Monte Carlo Tree Search
   2020/05/27 by Ameer Haj-Ali, Hasan Genc, Haj-Ali, Ameer +11 · 1 voice
   Computer Science · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Performance (cs.PF) #Programming Languages (cs.PL) #and Cluster Computing (cs.DC) #cs.AI #cs.DC #cs.LG #cs.PF #cs.PL