HyoukJoong Lee

According to our database1, HyoukJoong Lee authored at least 26 papers between 2008 and 2021.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2021
GSPMD: General and Scalable Parallelization for ML Computation Graphs.
CoRR, 2021

GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding.
Proceedings of the 9th International Conference on Learning Representations, 2021

2020
Exploring the limits of Concurrency in ML Training on Google TPUs.
CoRR, 2020

Automatic Cross-Replica Sharding of Weight Update in Data-Parallel Training.
CoRR, 2020

2019
Scale MLPerf-0.6 models on Google TPU-v3 Pods.
CoRR, 2019

Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling.
CoRR, 2019

GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018
GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism.
CoRR, 2018

Mesh-TensorFlow: Deep Learning for Supercomputers.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2016
Have abstraction and eat performance, too: optimized heterogeneous computing with parallel patterns.
Proceedings of the 2016 International Symposium on Code Generation and Optimization, 2016

Generating Configurable Hardware from Parallel Patterns.
Proceedings of the Twenty-First International Conference on Architectural Support for Programming Languages and Operating Systems, 2016

2015
Go Meta! A Case for Generative Programming and DSLs in Performance Critical Systems.
Proceedings of the 1st Summit on Advances in Programming Languages, 2015

Automatic support for multi-module parallelism from computational patterns.
Proceedings of the 25th International Conference on Field Programmable Logic and Applications, 2015

2014
Delite: A Compiler Architecture for Performance-Oriented Embedded Domain-Specific Languages.
ACM Trans. Embed. Comput. Syst., 2014

Surgical precision JIT compilers.
Proceedings of the ACM SIGPLAN Conference on Programming Language Design and Implementation, 2014

Locality-Aware Mapping of Nested Parallel Patterns on GPUs.
Proceedings of the 47th Annual IEEE/ACM International Symposium on Microarchitecture, 2014

Hardware system synthesis from Domain-Specific Languages.
Proceedings of the 24th International Conference on Field Programmable Logic and Applications, 2014

2013
Optimizing data structures in high-level programs: new directions for extensible compilers based on staging.
Proceedings of the 40th Annual ACM SIGPLAN-SIGACT Symposium on Principles of Programming Languages, 2013

Forge: generating a high performance DSL implementation from a declarative specification.
Proceedings of the Generative Programming: Concepts and Experiences, 2013

Composition and Reuse with Compiled Domain-Specific Languages.
Proceedings of the ECOOP 2013 - Object-Oriented Programming, 2013

2011
Implementing Domain-Specific Languages for Heterogeneous Parallel Computing.
IEEE Micro, 2011

Building-Blocks for Performance Oriented DSLs
Proceedings of the Proceedings IFIP Working Conference on Domain-Specific Languages, 2011

A domain-specific approach to heterogeneous parallelism.
Proceedings of the 16th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2011

OptiML: An Implicitly Parallel Domain-Specific Language for Machine Learning.
Proceedings of the 28th International Conference on Machine Learning, 2011

A Heterogeneous Parallel Framework for Domain-Specific Languages.
Proceedings of the 2011 International Conference on Parallel Architectures and Compilation Techniques, 2011

2008
A Generic Design for Encoding and Decoding Variable Length Codes in Multi-codec Video Processing Engines.
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2008


  Loading...