Dawen Xu

31 papers A* 1A 5C 1Journal 13Unranked 11
YearRankTypeTitle / Venue / Authors
2024 A conf
HyQA: Hybrid Near-Data Processing Platform for Embedding Based Question Answering System.
DATE
Shengwen Liang, Ziming Yuan, Ying Wang, Dawen Xu, Huawei Li, Xiaowei Li
2023 J jnl
Accelerating Deformable Convolution Networks with Dynamic and Irregular Memory Accesses.
ACM Trans. Design Autom. Electr. Syst.
Cheng Chu, Cheng Liu, Dawen Xu, Ying Wang, Tao Luo, Huawei Li, Xiaowei Li
2022 A conf
Canopy: A CNFET-based Process Variation Aware Systolic DNN Accelerator.
ISLPED
Cheng Chu, Dawen Xu, Ying Wang, Fan Chen
2022 J jnl
HyCA: A Hybrid Computing Architecture for Fault-Tolerant Deep Learning.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Cheng Liu, Cheng Chu, Dawen Xu, Ying Wang, Qianlong Wang, Huawei Li, Xiaowei Li, Kwang-Ting Cheng
2022 — conf
MOCCA: A Process Variation Tolerant Systolic DNN Accelerator using CNFETs in Monolithic 3D.
ACM Great Lakes Symposium on VLSI
Samuel J. Engers, Cheng Chu, Dawen Xu, Ying Wang, Fan Chen
2022 J jnl
Taming Process Variations in CNFET for Efficient Last-Level Cache Design.
IEEE Trans. Very Large Scale Integr. Syst.
Dawen Xu, Zhuangyu Feng, Cheng Liu, Li Li, Ying Wang, Huawei Li, Xiaowei Li
2021 J jnl
Approximate multipliers based on a novel unbiased approximate 4-2 compressor.
Integr.
Bao Fang, Huaguo Liang, Dawen Xu, Maoxiang Yi, Yongxia Sheng, Cuiyun Jiang, Zhengfeng Huang, Yingchun Lu
2021 J jnl
EnGN: A High-Throughput and Energy-Efficient Accelerator for Large Graph Neural Networks.
IEEE Trans. Computers
Shengwen Liang, Ying Wang, Cheng Liu, Lei He, Huawei Li, Dawen Xu, Xiaowei Li
2021 J jnl
Energy-Efficient Accelerator Design for Deformable Convolution Networks.
CoRR
Dawen Xu, Cheng Chu, Cheng Liu, Ying Wang, Huawei Li, Xiaowei Li, Kwang-Ting Cheng
2021 J jnl
HyCA: A Hybrid Computing Architecture for Fault Tolerant Deep Learning.
CoRR
Dawen Xu, Qianlong Wang, Cheng Liu, Cheng Chu, Ying Wang, Huawei Li, Xiaowei Li, Kwang-Ting Cheng
2021 J jnl
R2F: A Remote Retraining Framework for AIoT Processors With Computing Errors.
IEEE Trans. Very Large Scale Integr. Syst.
Dawen Xu, Meng He, Cheng Liu, Ying Wang, Long Cheng, Huawei Li, Xiaowei Li, Kwang-Ting Cheng
2021 J jnl
R2F: A Remote Retraining Framework for AIoT Processors with Computing Errors.
CoRR
Dawen Xu, Meng He, Cheng Liu, Ying Wang, Long Cheng, Huawei Li, Xiaowei Li, Kwang-Ting Cheng
2021 — conf
RECOIN: A Low-Power Processing-in-ReRAM Architecture for Deformable Convolution.
ACM Great Lakes Symposium on VLSI
Cheng Chu, Fan Chen, Dawen Xu, Ying Wang
2021 J jnl
Reliability Evaluation and Analysis of FPGA-Based Neural Network Acceleration System.
IEEE Trans. Very Large Scale Integr. Syst.
Dawen Xu, Ziyang Zhu, Cheng Liu, Ying Wang, Shuang Zhao, Lei Zhang, Huaguo Liang, Huawei Li, Kwang-Ting Cheng
2021 J jnl
Taming Process Variations in CNFET for Efficient Last Level Cache Design.
CoRR
Dawen Xu, Zhuangyu Feng, Cheng Liu, Li Li, Ying Wang, Yuanqing Cheng, Huawei Li, Xiaowei Li
2020 C conf
A Hybrid Computing Architecture for Fault-tolerant Deep Learning Accelerators.
ICCD
Dawen Xu, Cheng Chu, Qianlong Wang, Cheng Liu, Ying Wang, Lei Zhang, Huaguo Liang, Kwang-Ting Cheng
2020 J jnl
Accelerating Generative Neural Networks on Unmodified Deep Learning Processors - A Software Approach.
IEEE Trans. Computers
Dawen Xu, Cheng Liu, Ying Wang, Kaijie Tu, Bingsheng He, Lei Zhang
2020 A conf
CNT-Cache: an Energy-Efficient Carbon Nanotube Cache with Adaptive Encoding.
DATE
Dawen Xu, Kexin Chu, Cheng Liu, Ying Wang, Lei Zhang, Huawei Li
2020 — conf
Multi-task Scheduling for PIM-based Heterogeneous Computing System.
ACM Great Lakes Symposium on VLSI
Dawen Xu, Cheng Chu, Cheng Liu, Ying Wang, Xianzhong Zhou, Lei Zhang, Huaguo Liang, Huawei Li
2020 — conf
Persistent Fault Analysis of Neural Networks on FPGA-based Acceleration System.
ASAP
Dawen Xu, Ziyang Zhu, Cheng Liu, Ying Wang, Huawei Li, Lei Zhang, Kwang-Ting Cheng
2020 A* conf
RaQu: An automatic high-utilization CNN quantization and mapping framework for general-purpose RRAM Accelerator.
DAC
Songyun Qu, Bing Li, Ying Wang, Dawen Xu, Xiandong Zhao, Lei Zhang
2019 — conf
Exploring emerging CNFET for efficient last level cache design.
ASP-DAC
Dawen Xu, Li Li, Ying Wang, Cheng Liu, Huawei Li
2019 — conf
Resilient Neural Network Training for Accelerators with Computing Errors.
ASAP
Dawen Xu, KouZi Xing, Cheng Liu, Ying Wang, Yulin Dai, Long Cheng, Huawei Li, Lei Zhang
2019 — conf
Squeezing the Last MHz for CNN Acceleration on FPGAs.
ITC-Asia
Li Li, Dawen Xu, KouZi Xing, Cheng Liu, Ying Wang, Huawei Li, Xiaowei Li
2018 A conf
FCN-engine: accelerating deconvolutional layers in classic CNN processors.
ICCAD
Dawen Xu, Kaijie Tu, Ying Wang, Cheng Liu, Bingsheng He, Huawei Li
2018 — conf
MTTF-Aware Reliability Task Scheduling for PIM-Based Heterogeneous Computing System.
ITC-Asia
Desong Pang, Dawen Xu, Ying Wang, Huaguo Liang
2017 — conf
Selective off-loading to Memory: Task Partitioning and Mapping for PIM-enabled Heterogeneous Systems.
Conf. Computing Frontiers
Dawen Xu, Yi Liao, Ying Wang, Huawei Li, Xiaowei Li
2015 — conf
MTTF-Aware Reliability Task Scheduling for Heterogeneous Multicore System.
ICA3PP (2)
Huaguo Liang, Yangyang Dai, Maoxiang Yi, Dawen Xu, Zhengfeng Huang
2015 — conf
NBTI-induced circuit aging optimization by protectability-aware gate replacement technique.
LATS
Guimao Zhang, Maoxiang Yi, Yong Miao, Dawen Xu, Huaguo Liang
2014 J jnl
Test-Quality Optimization for Variable $n$ -Detections of Transition Faults.
IEEE Trans. Very Large Scale Integr. Syst.
Dawen Xu, Huawei Li, Amirali Ghofrani, Kwang-Ting Cheng, Yinhe Han, Xiaowei Li
2010 A conf
nGFSIM : A GPU-based fault simulator for 1-to-n detection and its applications.
ITC
Huawei Li, Dawen Xu, Yinhe Han, Kwang-Ting Cheng, Xiaowei Li