Yannan Nellie Wu

Accelergy: An Architecture-Level Energy Estimation Methodology for Accelerator Designs

Yannan Nellie Wu, Joel Emer, Vivienne Sze · 2019 · 224 citations

Engineering, Machine Learning, Deep Learning +15

Sparseloop: An Analytical Approach To Sparse Tensor Accelerator Modeling

Yannan Nellie Wu, Po-An Tsai, Angshuman Parashar et al. · 2022 · 61 citations

HighLight: Efficient and Flexible DNN Acceleration with Hierarchical Structured Sparsity

Yannan Nellie Wu, Po-An Tsai, Saurav Muralidharan et al. · 2023 · 22 citations · Full text

Sparseloop: An Analytical, Energy-Focused Design Space Exploration Methodology for Sparse Tensor Accelerators

Yannan Nellie Wu, Po-An Tsai, Angshuman Parashar et al. · 2021 · 20 citations

Engineering, Accelerated Design, Sparse Optimization Features +16

An Architecture-Level Energy and Area Estimator for Processing-In-Memory Accelerator Designs

Yannan Nellie Wu, Vivienne Sze, Joel Emer · 2020 · 19 citations

Engineering, Machine Learning, Energy Efficiency +18