HyoukJoong Lee
Google (United States)(US)
Publications by Year
Research Areas
Parallel Computing and Optimization Techniques, Embedded Systems Design Techniques, Advanced Neural Network Applications, Logic, programming, and type systems, Distributed and Parallel Computing Systems
Most-Cited Works
- → GPipe: Efficient Training of Giant Neural Networks using Pipeline\n Parallelism(2018)880 cited
- → GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding(2020)348 cited
- → Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling(2019)183 cited
- → Delite(2014)170 cited
- OptiML: An Implicitly Parallel Domain-Specific Language for Machine Learning(2011)
- → A domain-specific approach to heterogeneous parallelism(2011)123 cited
- → Optimizing data structures in high-level programs(2013)94 cited
- → Implementing Domain-Specific Languages for Heterogeneous Parallel Computing(2011)85 cited
- → Composition and Reuse with Compiled Domain-Specific Languages(2013)61 cited