Yannan Nellie Wu

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 11

Top Topics

Compressive Sensing

Design Space Exploration

Sparse Representation

Tensor Factorization

Top Venues

Publications

Zi Yu Xue, Yannan Nellie Wu, Joel S. Emer, Vivienne Sze
Tailors: Accelerating Sparse Tensor Algebra by Overbooking Buffer Capacity. MICRO (2023)
Yannan Nellie Wu, Po-An Tsai, Saurav Muralidharan, Angshuman Parashar, Vivienne Sze, Joel Emer
HighLight: Efficient and Flexible DNN Acceleration with Hierarchical Structured Sparsity. MICRO (2023)
Yannan Nellie Wu, Po-An Tsai, Saurav Muralidharan, Angshuman Parashar, Vivienne Sze, Joel S. Emer
HighLight: Efficient and Flexible DNN Acceleration with Hierarchical Structured Sparsity. CoRR (2023)
Zi Yu Xue, Yannan Nellie Wu, Joel S. Emer, Vivienne Sze
Tailors: Accelerating Sparse Tensor Algebra by Overbooking Buffer Capacity. CoRR (2023)
Michael Gilbert, Yannan Nellie Wu, Angshuman Parashar, Vivienne Sze, Joel S. Emer
LoopTree: Enabling Exploration of Fused-layer Dataflow Accelerators. ISPASS (2023)
Yannan Nellie Wu, Po-An Tsai, Angshuman Parashar, Vivienne Sze, Joel S. Emer
Sparseloop: An Analytical Approach To Sparse Tensor Accelerator Modeling. CoRR (2022)
Yannan Nellie Wu, Po-An Tsai, Angshuman Parashar, Vivienne Sze, Joel S. Emer
Sparseloop: An Analytical Approach To Sparse Tensor Accelerator Modeling. MICRO (2022)
Francis Wang, Yannan Nellie Wu, Matthew Woicik, Joel S. Emer, Vivienne Sze
Architecture-Level Energy Estimation for Heterogeneous Computing Systems. ISPASS (2021)
Yannan Nellie Wu, Po-An Tsai, Angshuman Parashar, Vivienne Sze, Joel S. Emer
Sparseloop: An Analytical, Energy-Focused Design Space Exploration Methodology for Sparse Tensor Accelerators. ISPASS (2021)
Yannan Nellie Wu, Vivienne Sze, Joel S. Emer
An Architecture-Level Energy and Area Estimator for Processing-In-Memory Accelerator Designs. ISPASS (2020)
Yannan Nellie Wu, Joel S. Emer, Vivienne Sze
Accelergy: An Architecture-Level Energy Estimation Methodology for Accelerator Designs. ICCAD (2019)