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Shien Zhu
ORCID
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 10
Top Topics
Multilayer Perceptron
Multipath
Auto Associative
Probabilistic Inference
Top Venues
CoRR
ACM Great Lakes Symposium on VLSI
ACM Trans. Embed. Comput. Syst.
IEEE Des. Test
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Publications
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Shien Zhu
,
Luan H. K. Duong
,
Hui Chen
,
Di Liu
,
Weichen Liu
FAT: An In-Memory Accelerator With Fast Addition for Ternary Weight Neural Networks.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
42 (3) (2023)
Shien Zhu
,
Shuo Huai
,
Guochu Xiong
,
Weichen Liu
iMAT: Energy-Efficient In-Memory Acceleration for Ternary Neural Networks With Sparse Dot Product.
ISLPED
(2023)
Shiqing Li
,
Shien Zhu
,
Xiangzhong Luo
,
Tao Luo
,
Weichen Liu
An Efficient Sparse LSTM Accelerator on Embedded FPGAs with Bandwidth-Oriented Pruning.
FPL
(2023)
Shien Zhu
,
Luan H. K. Duong
,
Weichen Liu
TAB: Unified and Optimized Ternary, Binary, and Mixed-precision Neural Network Inference on the Edge.
ACM Trans. Embed. Comput. Syst.
21 (5) (2022)
Shien Zhu
,
Shiqing Li
,
Weichen Liu
iMAD: An In-Memory Accelerator for AdderNet with Efficient 8-bit Addition and Subtraction Operations.
ACM Great Lakes Symposium on VLSI
(2022)
Shien Zhu
,
Luan H. K. Duong
,
Hui Chen
,
Di Liu
,
Weichen Liu
FAT: An In-Memory Accelerator with Fast Addition for Ternary Weight Neural Networks.
CoRR
(2022)
Hao Kong
,
Shuo Huai
,
Di Liu
,
Lei Zhang
,
Hui Chen
,
Shien Zhu
,
Shiqing Li
,
Weichen Liu
,
Manu Rastogi
,
Ravi Subramaniam
,
Madhu Athreya
,
M. Anthony Lewis
EDLAB: A Benchmark for Edge Deep Learning Accelerators.
IEEE Des. Test
39 (3) (2022)
Hui Chen
,
Zihao Zhang
,
Peng Chen
,
Shien Zhu
,
Weichen Liu
Parallel Multipath Transmission for Burst Traffic Optimization in Point-to-Point NoCs.
ACM Great Lakes Symposium on VLSI
(2021)
Shien Zhu
,
Luan H. K. Duong
,
Weichen Liu
XOR-Net: An Efficient Computation Pipeline for Binary Neural Network Inference on Edge Devices.
ICPADS
(2020)
Fuyuan Lyu
,
Shien Zhu
,
Weichen Liu
Cross-filter compression for CNN inference acceleration.
CoRR
(2020)