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Yannan Nellie Wu
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Year
Accelergy: An architecture-level energy estimation methodology for accelerator designs
YN Wu, JS Emer, V Sze
2019 IEEE International Conference on Computer-Aided Design (ICCAD), 2019
2412019
Sparseloop: An analytical approach to sparse tensor accelerator modeling
YN Wu, PA Tsai, A Parashar, V Sze, JS Emer
2022 55th IEEE/ACM International Symposium on Microarchitecture (MICRO …, 2022
512022
Sparseloop: An analytical, energy-focused design space exploration methodology for sparse tensor accelerators
YN Wu, PA Tsai, A Parashar, V Sze, JS Emer
2021 IEEE International Symposium on Performance Analysis of Systems and …, 2021
342021
An Architecture-Level Energy and Area Estimator for Processing-In-Memory Accelerator Designs
YN Wu, V Sze, JS Emer
IEEE International Symposium on Performance Analysis of Systems and Software, 2020
272020
Highlight: Efficient and flexible dnn acceleration with hierarchical structured sparsity
YN Wu, PA Tsai, S Muralidharan, A Parashar, V Sze, J Emer
Proceedings of the 56th Annual IEEE/ACM International Symposium on …, 2023
172023
Looptree: Enabling exploration of fused-layer dataflow accelerators
M Gilbert, YN Wu, A Parashar, V Sze, JS Emer
2023 IEEE International Symposium on Performance Analysis of Systems and …, 2023
72023
Architecture-level energy estimation for heterogeneous computing systems
F Wang, YN Wu, M Woicik, JS Emer, V Sze
2021 IEEE International Symposium on Performance Analysis of Systems and …, 2021
42021
Tailors: Accelerating Sparse Tensor Algebra by Overbooking Buffer Capacity
ZY Xue, YN Wu, JS Emer, V Sze
Proceedings of the 56th Annual IEEE/ACM International Symposium on …, 2023
22023
Sparse tensor accelerators: Abstraction and modeling
J Emer, A Parashar, V Sze, PA Tsai, N Wu
ISCA Tutorial 2021, 2021
22021
LoopTree: Exploring the Fused-layer Dataflow Accelerator Design Space
M Gilbert, YN Wu, JS Emer, V Sze
IEEE Transactions on Circuits and Systems for Artificial Intelligence, 2024
2024
A systematic approach for architecture-level energy estimation of accelerator designs
V Sze, JS Emer
Massachusetts Institute of Technology, 2020
2020
Architecture-level Energy Estimation of Accelerator Designs
YN Wu, JS Emer, V Sze
Research Abstracts, 6, 2020
2020
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