Concepedia

Sheng-Chun Kao

SK

9

Publications

377

Citations

9

H-Index

2018

Active since

Affiliations

Georgia Institute of Technology(Current)

Sheng-Chun Kao is an author at Georgia Institute of Technology specializing in computer engineering, engineering, and computer science.

Top concepts

EngineeringComputer ScienceComputer EngineeringMachine LearningComputer ArchitectureDeep LearningParallel ComputingData ScienceParallel ProgrammingArtificial Intelligence

Publications per year

2018–2023

9

Publications

9

ConfuciuX: Autonomous Hardware Resource Assignment for DNN Accelerators using Reinforcement Learning

Sheng-Chun Kao, Geonhwa Jeong, Tushar Krishna · 2020 · 101 citations

Artificial Intelligence, Engineering, Machine Learning +18

Sheng-Chun Kao, Tushar Krishna · 2020 · 100 citations

Artificial Intelligence, Computational Science, Engineering +15

FLAT: An Optimized Dataflow for Mitigating Attention Bottlenecks

Sheng-Chun Kao, Suvinay Subramanian, Gaurav Agrawal et al. · 2023 · 50 citations · Full text

Llm Fine-tuning, Attention Mechanisms, Machine Learning +16

MAGMA: An Optimization Framework for Mapping Multiple DNNs on Multiple Accelerator Cores

Sheng-Chun Kao, Tushar Krishna · 2022 · 49 citations

Engineering, Machine Learning, Such Accelerators +16

DiGamma: Domain-aware Genetic Algorithm for HW-Mapping Co-optimization for DNN Accelerators

Sheng-Chun Kao, Michael Pellauer, Angshuman Parashar et al. · 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE) · 2022 · 23 citations

Engineering, Machine Learning, Advanced Computing +17

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