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Dawen Xu
Publication Activity (10 Years)
Years Active: 2010-2024
Publications (10 Years): 27
Top Topics
Compute Intensive
Deep Learning
Neural Network
Heterogeneous Computing
Top Venues
CoRR
IEEE Trans. Very Large Scale Integr. Syst.
ACM Great Lakes Symposium on VLSI
ITC-Asia
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Publications
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Shengwen Liang
,
Ziming Yuan
,
Ying Wang
,
Dawen Xu
,
Huawei Li
,
Xiaowei Li
HyQA: Hybrid Near-Data Processing Platform for Embedding Based Question Answering System.
DATE
(2024)
Cheng Chu
,
Cheng Liu
,
Dawen Xu
,
Ying Wang
,
Tao Luo
,
Huawei Li
,
Xiaowei Li
Accelerating Deformable Convolution Networks with Dynamic and Irregular Memory Accesses.
ACM Trans. Design Autom. Electr. Syst.
28 (4) (2023)
Cheng Liu
,
Cheng Chu
,
Dawen Xu
,
Ying Wang
,
Qianlong Wang
,
Huawei Li
,
Xiaowei Li
,
Kwang-Ting Cheng
HyCA: A Hybrid Computing Architecture for Fault-Tolerant Deep Learning.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
41 (10) (2022)
Cheng Chu
,
Dawen Xu
,
Ying Wang
,
Fan Chen
Canopy: A CNFET-based Process Variation Aware Systolic DNN Accelerator.
ISLPED
(2022)
Samuel J. Engers
,
Cheng Chu
,
Dawen Xu
,
Ying Wang
,
Fan Chen
MOCCA: A Process Variation Tolerant Systolic DNN Accelerator using CNFETs in Monolithic 3D.
ACM Great Lakes Symposium on VLSI
(2022)
Dawen Xu
,
Zhuangyu Feng
,
Cheng Liu
,
Li Li
,
Ying Wang
,
Huawei Li
,
Xiaowei Li
Taming Process Variations in CNFET for Efficient Last-Level Cache Design.
IEEE Trans. Very Large Scale Integr. Syst.
30 (4) (2022)
Dawen Xu
,
Qianlong Wang
,
Cheng Liu
,
Cheng Chu
,
Ying Wang
,
Huawei Li
,
Xiaowei Li
,
Kwang-Ting Cheng
HyCA: A Hybrid Computing Architecture for Fault Tolerant Deep Learning.
CoRR
(2021)
Dawen Xu
,
Zhuangyu Feng
,
Cheng Liu
,
Li Li
,
Ying Wang
,
Yuanqing Cheng
,
Huawei Li
,
Xiaowei Li
Taming Process Variations in CNFET for Efficient Last Level Cache Design.
CoRR
(2021)
Shengwen Liang
,
Ying Wang
,
Cheng Liu
,
Lei He
,
Huawei Li
,
Dawen Xu
,
Xiaowei Li
EnGN: A High-Throughput and Energy-Efficient Accelerator for Large Graph Neural Networks.
IEEE Trans. Computers
70 (9) (2021)
Dawen Xu
,
Meng He
,
Cheng Liu
,
Ying Wang
,
Long Cheng
,
Huawei Li
,
Xiaowei Li
,
Kwang-Ting Cheng
R2F: A Remote Retraining Framework for AIoT Processors with Computing Errors.
CoRR
(2021)
Bao Fang
,
Huaguo Liang
,
Dawen Xu
,
Maoxiang Yi
,
Yongxia Sheng
,
Cuiyun Jiang
,
Zhengfeng Huang
,
Yingchun Lu
Approximate multipliers based on a novel unbiased approximate 4-2 compressor.
Integr.
81 (2021)
Dawen Xu
,
Cheng Chu
,
Cheng Liu
,
Ying Wang
,
Huawei Li
,
Xiaowei Li
,
Kwang-Ting Cheng
Energy-Efficient Accelerator Design for Deformable Convolution Networks.
CoRR
(2021)
Cheng Chu
,
Fan Chen
,
Dawen Xu
,
Ying Wang
RECOIN: A Low-Power Processing-in-ReRAM Architecture for Deformable Convolution.
ACM Great Lakes Symposium on VLSI
(2021)
Dawen Xu
,
Meng He
,
Cheng Liu
,
Ying Wang
,
Long Cheng
,
Huawei Li
,
Xiaowei Li
,
Kwang-Ting Cheng
R2F: A Remote Retraining Framework for AIoT Processors With Computing Errors.
IEEE Trans. Very Large Scale Integr. Syst.
29 (11) (2021)
Dawen Xu
,
Ziyang Zhu
,
Cheng Liu
,
Ying Wang
,
Shuang Zhao
,
Lei Zhang
,
Huaguo Liang
,
Huawei Li
,
Kwang-Ting Cheng
Reliability Evaluation and Analysis of FPGA-Based Neural Network Acceleration System.
IEEE Trans. Very Large Scale Integr. Syst.
29 (3) (2021)
Songyun Qu
,
Bing Li
,
Ying Wang
,
Dawen Xu
,
Xiandong Zhao
,
Lei Zhang
RaQu: An automatic high-utilization CNN quantization and mapping framework for general-purpose RRAM Accelerator.
DAC
(2020)
Dawen Xu
,
Cheng Chu
,
Cheng Liu
,
Ying Wang
,
Xianzhong Zhou
,
Lei Zhang
,
Huaguo Liang
,
Huawei Li
Multi-task Scheduling for PIM-based Heterogeneous Computing System.
ACM Great Lakes Symposium on VLSI
(2020)
Dawen Xu
,
Ziyang Zhu
,
Cheng Liu
,
Ying Wang
,
Huawei Li
,
Lei Zhang
,
Kwang-Ting Cheng
Persistent Fault Analysis of Neural Networks on FPGA-based Acceleration System.
ASAP
(2020)
Dawen Xu
,
Cheng Liu
,
Ying Wang
,
Kaijie Tu
,
Bingsheng He
,
Lei Zhang
Accelerating Generative Neural Networks on Unmodified Deep Learning Processors - A Software Approach.
IEEE Trans. Computers
69 (8) (2020)
Dawen Xu
,
Kexin Chu
,
Cheng Liu
,
Ying Wang
,
Lei Zhang
,
Huawei Li
CNT-Cache: an Energy-Efficient Carbon Nanotube Cache with Adaptive Encoding.
DATE
(2020)
Dawen Xu
,
Cheng Chu
,
Qianlong Wang
,
Cheng Liu
,
Ying Wang
,
Lei Zhang
,
Huaguo Liang
,
Kwang-Ting Cheng
A Hybrid Computing Architecture for Fault-tolerant Deep Learning Accelerators.
ICCD
(2020)
Dawen Xu
,
Li Li
,
Ying Wang
,
Cheng Liu
,
Huawei Li
Exploring emerging CNFET for efficient last level cache design.
ASP-DAC
(2019)
Li Li
,
Dawen Xu
,
Kouzi Xing
,
Cheng Liu
,
Ying Wang
,
Huawei Li
,
Xiaowei Li
Squeezing the Last MHz for CNN Acceleration on FPGAs.
ITC-Asia
(2019)
Dawen Xu
,
KouZi Xing
,
Cheng Liu
,
Ying Wang
,
Yulin Dai
,
Long Cheng
,
Huawei Li
,
Lei Zhang
Resilient Neural Network Training for Accelerators with Computing Errors.
ASAP
(2019)
Desong Pang
,
Dawen Xu
,
Ying Wang
,
Huaguo Liang
MTTF-Aware Reliability Task Scheduling for PIM-Based Heterogeneous Computing System.
ITC-Asia
(2018)
Dawen Xu
,
Kaijie Tu
,
Ying Wang
,
Cheng Liu
,
Bingsheng He
,
Huawei Li
FCN-engine: accelerating deconvolutional layers in classic CNN processors.
ICCAD
(2018)
Dawen Xu
,
Yi Liao
,
Ying Wang
,
Huawei Li
,
Xiaowei Li
Selective off-loading to Memory: Task Partitioning and Mapping for PIM-enabled Heterogeneous Systems.
Conf. Computing Frontiers
(2017)
Huaguo Liang
,
Yangyang Dai
,
Maoxiang Yi
,
Dawen Xu
,
Zhengfeng Huang
MTTF-Aware Reliability Task Scheduling for Heterogeneous Multicore System.
ICA3PP (2)
(2015)
Guimao Zhang
,
Maoxiang Yi
,
Yong Miao
,
Dawen Xu
,
Huaguo Liang
NBTI-induced circuit aging optimization by protectability-aware gate replacement technique.
LATS
(2015)
Dawen Xu
,
Huawei Li
,
Amirali Ghofrani
,
Kwang-Ting Cheng
,
Yinhe Han
,
Xiaowei Li
Test-Quality Optimization for Variable $n$ -Detections of Transition Faults.
IEEE Trans. Very Large Scale Integr. Syst.
22 (8) (2014)
Huawei Li
,
Dawen Xu
,
Yinhe Han
,
Kwang-Ting Cheng
,
Xiaowei Li
nGFSIM : A GPU-based fault simulator for 1-to-n detection and its applications.
ITC
(2010)