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Chunshu Wu
ORCID
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 19
Top Topics
Convolutional Network
Foreseeable Future
Fully Integrated
Chip Design
Top Venues
HPEC
ICS
FCCM
MICRO
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Publications
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Pouya Haghi
,
William Krska
,
Cheng Tan
,
Tong Geng
,
Po-Hao Chen
,
Connor Greenwood
,
Anqi Guo
,
Thomas Hines
,
Chunshu Wu
,
Ang Li
,
Anthony Skjellum
,
Martin C. Herbordt
FLASH: FPGA-Accelerated Smart Switches with GCN Case Study.
ICS
(2023)
Chunshu Wu
,
Tong Geng
,
Anqi Guo
,
Sahan Bandara
,
Pouya Haghi
,
Chuan Liu
,
Ang Li
,
Martin C. Herbordt
FASDA: An FPGA-Aided, Scalable and Distributed Accelerator for Range-Limited Molecular Dynamics.
SC
(2023)
Anqi Guo
,
Yuchen Hao
,
Chunshu Wu
,
Pouya Haghi
,
Zhenyu Pan
,
Min Si
,
Dingwen Tao
,
Ang Li
,
Martin C. Herbordt
,
Tong Geng
Software-Hardware Co-design of Heterogeneous SmartNIC System for Recommendation Models Inference and Training.
ICS
(2023)
Anqi Guo
,
Tong Geng
,
Yongan Zhang
,
Pouya Haghi
,
Chunshu Wu
,
Cheng Tan
,
Yingyan Lin
,
Ang Li
,
Martin C. Herbordt
FCsN: A FPGA-Centric SmartNIC Framework for Neural Networks.
FCCM
(2022)
Anqi Guo
,
Tong Geng
,
Yongan Zhang
,
Pouya Haghi
,
Chunshu Wu
,
Cheng Tan
,
Yingyan Lin
,
Ang Li
,
Martin C. Herbordt
A Framework for Neural Network Inference on FPGA-Centric SmartNICs.
FPL
(2022)
Chunshu Wu
,
Sahan Bandara
,
Tong Geng
,
Anqi Guo
,
Pouya Haghi
,
Vipin Sachdeva
,
Woody Sherman
,
Martin C. Herbordt
Optimized Mappings for Symmetric Range-Limited Molecular Force Calculations on FPGAs.
FPL
(2022)
Tong Geng
,
Chunshu Wu
,
Yongan Zhang
,
Cheng Tan
,
Chenhao Xie
,
Haoran You
,
Martin C. Herbordt
,
Yingyan Lin
,
Ang Li
I-GCN: A Graph Convolutional Network Accelerator with Runtime Locality Enhancement through Islandization.
CoRR
(2022)
Tong Geng
,
Ang Li
,
Tianqi Wang
,
Chunshu Wu
,
Yanfei Li
,
Runbin Shi
,
Wei Wu
,
Martin C. Herbordt
O3BNN-R: An Out-of-Order Architecture for High-Performance and Regularized BNN Inference.
IEEE Trans. Parallel Distributed Syst.
32 (1) (2021)
Chunshu Wu
,
Sahan Bandara
,
Tong Geng
,
Vipin Sachdeva
,
Woody Sherman
,
Martin C. Herbordt
System-Level Modeling of GPU/FPGA Clusters for Molecular Dynamics Simulations.
HPEC
(2021)
Tong Geng
,
Chunshu Wu
,
Cheng Tan
,
Chenhao Xie
,
Anqi Guo
,
Pouya Haghi
,
Sarah Yuan He
,
Jiajia Li
,
Martin C. Herbordt
,
Ang Li
A Survey: Handling Irregularities in Neural Network Acceleration with FPGAs.
HPEC
(2021)
Tong Geng
,
Chunshu Wu
,
Yongan Zhang
,
Cheng Tan
,
Chenhao Xie
,
Haoran You
,
Martin C. Herbordt
,
Yingyan Lin
,
Ang Li
I-GCN: A Graph Convolutional Network Accelerator with Runtime Locality Enhancement through Islandization.
MICRO
(2021)
Chunshu Wu
,
Tong Geng
,
Sahan Bandara
,
Chen Yang
,
Vipin Sachdeva
,
Woody Sherman
,
Martin C. Herbordt
Upgrade of FPGA Range-Limited Molecular Dynamics to Handle Hundreds of Processors.
FCCM
(2021)
Tong Geng
,
Ang Li
,
Runbin Shi
,
Chunshu Wu
,
Tianqi Wang
,
Yanfei Li
,
Pouya Haghi
,
Antonino Tumeo
,
Shuai Che
,
Steven K. Reinhardt
,
Martin C. Herbordt
AWB-GCN: A Graph Convolutional Network Accelerator with Runtime Workload Rebalancing.
MICRO
(2020)
Tong Geng
,
Chunshu Wu
,
Cheng Tan
,
Bo Fang
,
Ang Li
,
Martin C. Herbordt
CQNN: a CGRA-based QNN Framework.
HPEC
(2020)
Chunshu Wu
,
Tong Geng
,
Chen Yang
,
Vipin Sachdeva
,
Woody Sherman
,
Martin C. Herbordt
A Communication-Efficient Multi-Chip Design for Range-Limited Molecular Dynamics.
HPEC
(2020)
Chen Yang
,
Tong Geng
,
Tianqi Wang
,
Rushi Patel
,
Qingqing Xiong
,
Ahmed Sanaullah
,
Chunshu Wu
,
Jiayi Sheng
,
Charles Lin
,
Vipin Sachdeva
,
Woody Sherman
,
Martin C. Herbordt
Fully integrated FPGA molecular dynamics simulations.
SC
(2019)
Tong Geng
,
Tianqi Wang
,
Chunshu Wu
,
Chen Yang
,
Wei Wu
,
Ang Li
,
Martin C. Herbordt
O3BNN: an out-of-order architecture for high-performance binarized neural network inference with fine-grained pruning.
ICS
(2019)
Tong Geng
,
Ang Li
,
Tianqi Wang
,
Chunshu Wu
,
Yanfei Li
,
Antonino Tumeo
,
Martin C. Herbordt
UWB-GCN: Hardware Acceleration of Graph-Convolution-Network through Runtime Workload Rebalancing.
CoRR
(2019)
Tong Geng
,
Tianqi Wang
,
Chunshu Wu
,
Chen Yang
,
Shuaiwen Leon Song
,
Ang Li
,
Martin C. Herbordt
LP-BNN: Ultra-low-Latency BNN Inference with Layer Parallelism.
ASAP
(2019)