Wawrzynek, John

1. 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)
2. CoSA: Scheduling by Constrained Optimization for Spatial Accelerators
   2021/05/05 by Huang, Qijing, Kang, Minwoo, Dinh, Grace +5 · 5 citations
   #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG)
3. AutoPhase: Compiler Phase-Ordering for High Level Synthesis with Deep Reinforcement Learning
   2019/01/15 by Ameer Haj-Ali, Qijing Huang, Haj-Ali, Ameer +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
4. Chip Placement with Diffusion Models
   2024/07/17 by Vint Lee, Lee, Vint, Leena Elzeiny +8 · 2 citations
   Engineering · #3D IC and TSV technologies #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Manufacturing Process and Optimization #Nanofabrication and Lithography Techniques
5. ProTuner: Tuning Programs with Monte Carlo Tree Search
   2020/05/27 by Ameer Haj-Ali, Haj-Ali, Ameer, Hasan Genc +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
6. High-Throughput SAT Sampling
   2025/02/12 by Arash Ardakani, Ardakani, Arash, Minwoo Kang +7 · 1 voice
   Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #cs.AI #cs.LG