William S. Moses
Google (United States)(US)University of Illinois Urbana-Champaign(US)
Publications by Year
Research Areas
Parallel Computing and Optimization Techniques, Distributed and Parallel Computing Systems, Cloud Computing and Resource Management, Software Engineering Research, Advanced Data Storage Technologies
Most-Cited Works
- → Tensor Comprehensions: Framework-Agnostic High-Performance Machine Learning Abstractions(2018)252 cited
- → Polygeist: Raising C to Polyhedral MLIR(2021)77 cited
- → Tapir(2017)55 cited
- → Reverse-mode automatic differentiation and optimization of GPU kernels via enzyme(2021)48 cited
- → The Next 700 Accelerated Layers(2019)41 cited
- → AutoPhase: Compiler Phase-Ordering for HLS with Deep Reinforcement Learning(2019)37 cited
- → High-Performance GPU-to-CPU Transpilation and Optimization via High-Level Parallel Constructs(2023)25 cited
- → Scalable Automatic Differentiation of Multiple Parallel Paradigms through Compiler Augmentation(2022)24 cited
- → AutoPhase: Juggling HLS Phase Orderings in Random Forests with Deep Reinforcement Learning(2020)21 cited