BibTeX records: Yufei Ma

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@article{DBLP:journals/tcad/MaCVS20,
  author    = {Yufei Ma and
               Yu Cao and
               Sarma B. K. Vrudhula and
               Jae{-}Sun Seo},
  title     = {Automatic Compilation of Diverse CNNs Onto High-Performance {FPGA}
               Accelerators},
  journal   = {{IEEE} Trans. on {CAD} of Integrated Circuits and Systems},
  volume    = {39},
  number    = {2},
  pages     = {424--437},
  year      = {2020},
  url       = {https://doi.org/10.1109/TCAD.2018.2884972},
  doi       = {10.1109/TCAD.2018.2884972},
  timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tcad/MaCVS20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcad/MaCVS20a,
  author    = {Yufei Ma and
               Yu Cao and
               Sarma B. K. Vrudhula and
               Jae{-}Sun Seo},
  title     = {Performance Modeling for {CNN} Inference Accelerators on {FPGA}},
  journal   = {{IEEE} Trans. on {CAD} of Integrated Circuits and Systems},
  volume    = {39},
  number    = {4},
  pages     = {843--856},
  year      = {2020},
  url       = {https://doi.org/10.1109/TCAD.2019.2897634},
  doi       = {10.1109/TCAD.2019.2897634},
  timestamp = {Thu, 09 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tcad/MaCVS20a.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/glvlsi/MaDDLW20,
  author    = {Yufei Ma and
               Yuan Du and
               Li Du and
               Jun Lin and
               Zhongfeng Wang},
  editor    = {Tinoosh Mohsenin and
               Weisheng Zhao and
               Yiran Chen and
               Onur Mutlu},
  title     = {In-Memory Computing: The Next-Generation {AI} Computing Paradigm},
  booktitle = {{GLSVLSI} '20: Great Lakes Symposium on {VLSI} 2020, Virtual Event,
               China, September 7-9, 2020},
  pages     = {265--270},
  publisher = {{ACM}},
  year      = {2020},
  url       = {https://dl.acm.org/doi/10.1145/3386263.3407588},
  timestamp = {Tue, 15 Sep 2020 16:02:15 +0200},
  biburl    = {https://dblp.org/rec/conf/glvlsi/MaDDLW20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isvlsi/ZhangWMW20,
  author    = {Hui Zhang and
               Wei Wu and
               Yufei Ma and
               Zhongfeng Wang},
  title     = {Efficient Hardware Post Processing of Anchor-Based Object Detection
               on {FPGA}},
  booktitle = {2020 {IEEE} Computer Society Annual Symposium on VLSI, {ISVLSI} 2020,
               Limassol, Cyprus, July 6-8, 2020},
  pages     = {580--585},
  publisher = {{IEEE}},
  year      = {2020},
  url       = {https://doi.org/10.1109/ISVLSI49217.2020.00089},
  doi       = {10.1109/ISVLSI49217.2020.00089},
  timestamp = {Wed, 12 Aug 2020 14:38:21 +0200},
  biburl    = {https://dblp.org/rec/conf/isvlsi/ZhangWMW20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/esticas/DuLM019,
  author    = {Xiaocong Du and
               Zheng Li and
               Yufei Ma and
               Yu Cao},
  title     = {Efficient Network Construction Through Structural Plasticity},
  journal   = {{IEEE} J. Emerg. Sel. Topics Circuits Syst.},
  volume    = {9},
  number    = {3},
  pages     = {453--464},
  year      = {2019},
  url       = {https://doi.org/10.1109/JETCAS.2019.2933233},
  doi       = {10.1109/JETCAS.2019.2933233},
  timestamp = {Sat, 12 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/esticas/DuLM019.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fpl/Venkataramanaiah19,
  author    = {Shreyas Kolala Venkataramanaiah and
               Yufei Ma and
               Shihui Yin and
               Eriko Nurvitadhi and
               Aravind Dasu and
               Yu Cao and
               Jae{-}sun Seo},
  editor    = {Ioannis Sourdis and
               Christos{-}Savvas Bouganis and
               Carlos {\'{A}}lvarez and
               Leonel Antonio Toledo D{\'{\i}}az and
               Pedro Valero{-}Lara and
               Xavier Martorell},
  title     = {Automatic Compiler Based {FPGA} Accelerator for {CNN} Training},
  booktitle = {29th International Conference on Field Programmable Logic and Applications,
               {FPL} 2019, Barcelona, Spain, September 8-12, 2019},
  pages     = {166--172},
  publisher = {{IEEE}},
  year      = {2019},
  url       = {https://doi.org/10.1109/FPL.2019.00034},
  doi       = {10.1109/FPL.2019.00034},
  timestamp = {Sun, 22 Mar 2020 18:13:30 +0100},
  biburl    = {https://dblp.org/rec/conf/fpl/Venkataramanaiah19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-11530,
  author    = {Xiaocong Du and
               Zheng Li and
               Yufei Ma and
               Yu Cao},
  title     = {Efficient Network Construction through Structural Plasticity},
  journal   = {CoRR},
  volume    = {abs/1905.11530},
  year      = {2019},
  url       = {http://arxiv.org/abs/1905.11530},
  archivePrefix = {arXiv},
  eprint    = {1905.11530},
  timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1905-11530.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-06724,
  author    = {Shreyas Kolala Venkataramanaiah and
               Yufei Ma and
               Shihui Yin and
               Eriko Nurvitadhi and
               Aravind Dasu and
               Yu Cao and
               Jae{-}sun Seo},
  title     = {Automatic Compiler Based {FPGA} Accelerator for {CNN} Training},
  journal   = {CoRR},
  volume    = {abs/1908.06724},
  year      = {2019},
  url       = {http://arxiv.org/abs/1908.06724},
  archivePrefix = {arXiv},
  eprint    = {1908.06724},
  timestamp = {Mon, 26 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1908-06724.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Ma18a,
  author    = {Yufei Ma},
  title     = {Hardware Acceleration of Deep Convolutional Neural Networks on {FPGA}},
  school    = {Arizona State University, Tempe, {USA}},
  year      = {2018},
  url       = {http://hdl.handle.net/2286/R.I.51620},
  timestamp = {Wed, 24 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/phd/basesearch/Ma18a.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/integration/MaSCVS18,
  author    = {Yufei Ma and
               Naveen Suda and
               Yu Cao and
               Sarma B. K. Vrudhula and
               Jae{-}sun Seo},
  title     = {{ALAMO:} {FPGA} acceleration of deep learning algorithms with a modularized
               {RTL} compiler},
  journal   = {Integr.},
  volume    = {62},
  pages     = {14--23},
  year      = {2018},
  url       = {https://doi.org/10.1016/j.vlsi.2017.12.009},
  doi       = {10.1016/j.vlsi.2017.12.009},
  timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/integration/MaSCVS18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/MaTHYT18,
  author    = {Yufei Ma and
               Yao Tong and
               Ying He and
               Xin Yu and
               Frank K. Tittel},
  title     = {High-Power {DFB} Diode Laser-Based {CO-QEPAS} Sensor: Optimization
               and Performance},
  journal   = {Sensors},
  volume    = {18},
  number    = {1},
  pages     = {122},
  year      = {2018},
  url       = {https://doi.org/10.3390/s18010122},
  doi       = {10.3390/s18010122},
  timestamp = {Fri, 15 Nov 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/sensors/MaTHYT18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvlsi/MaCVS18,
  author    = {Yufei Ma and
               Yu Cao and
               Sarma B. K. Vrudhula and
               Jae{-}sun Seo},
  title     = {Optimizing the Convolution Operation to Accelerate Deep Neural Networks
               on {FPGA}},
  journal   = {{IEEE} Trans. Very Large Scale Integr. Syst.},
  volume    = {26},
  number    = {7},
  pages     = {1354--1367},
  year      = {2018},
  url       = {http://doi.ieeecomputersociety.org/10.1109/TVLSI.2018.2815603},
  doi       = {10.1109/TVLSI.2018.2815603},
  timestamp = {Wed, 11 Mar 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tvlsi/MaCVS18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccad/MaZ0VS18,
  author    = {Yufei Ma and
               Tu Zheng and
               Yu Cao and
               Sarma B. K. Vrudhula and
               Jae{-}sun Seo},
  editor    = {Iris Bahar},
  title     = {Algorithm-hardware co-design of single shot detector for fast object
               detection on FPGAs},
  booktitle = {Proceedings of the International Conference on Computer-Aided Design,
               {ICCAD} 2018, San Diego, CA, USA, November 05-08, 2018},
  pages     = {57},
  publisher = {{ACM}},
  year      = {2018},
  url       = {https://doi.org/10.1145/3240765.3240775},
  doi       = {10.1145/3240765.3240775},
  timestamp = {Mon, 07 Jan 2019 11:16:31 +0100},
  biburl    = {https://dblp.org/rec/conf/iccad/MaZ0VS18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ChenHZM17,
  author    = {Zhongbiao Chen and
               Yijun He and
               Biao Zhang and
               Yufei Ma},
  title     = {A Method to Correct the Influence of Rain on X-Band Marine Radar Image},
  journal   = {{IEEE} Access},
  volume    = {5},
  pages     = {25576--25583},
  year      = {2017},
  url       = {https://doi.org/10.1109/ACCESS.2017.2772784},
  doi       = {10.1109/ACCESS.2017.2772784},
  timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/access/ChenHZM17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/YangXMHT17,
  author    = {Xiaotao Yang and
               Youhong Xiao and
               Yufei Ma and
               Ying He and
               Frank K. Tittel},
  title     = {A Miniaturized {QEPAS} Trace Gas Sensor with a 3D-Printed Acoustic
               Detection Module},
  journal   = {Sensors},
  volume    = {17},
  number    = {8},
  pages     = {1750},
  year      = {2017},
  url       = {https://doi.org/10.3390/s17081750},
  doi       = {10.3390/s17081750},
  timestamp = {Fri, 15 Nov 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/sensors/YangXMHT17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fpga/MaCVS17,
  author    = {Yufei Ma and
               Yu Cao and
               Sarma B. K. Vrudhula and
               Jae{-}sun Seo},
  editor    = {Jonathan W. Greene and
               Jason Helge Anderson},
  title     = {Optimizing Loop Operation and Dataflow in {FPGA} Acceleration of Deep
               Convolutional Neural Networks},
  booktitle = {Proceedings of the 2017 {ACM/SIGDA} International Symposium on Field-Programmable
               Gate Arrays, {FPGA} 2017, Monterey, CA, USA, February 22-24, 2017},
  pages     = {45--54},
  publisher = {{ACM}},
  year      = {2017},
  url       = {http://dl.acm.org/citation.cfm?id=3021736},
  timestamp = {Tue, 06 Nov 2018 16:58:22 +0100},
  biburl    = {https://dblp.org/rec/conf/fpga/MaCVS17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fpl/MaCVS17,
  author    = {Yufei Ma and
               Yu Cao and
               Sarma B. K. Vrudhula and
               Jae{-}sun Seo},
  editor    = {Marco D. Santambrogio and
               Diana G{\"{o}}hringer and
               Dirk Stroobandt and
               Nele Mentens and
               Jari Nurmi},
  title     = {An automatic {RTL} compiler for high-throughput {FPGA} implementation
               of diverse deep convolutional neural networks},
  booktitle = {27th International Conference on Field Programmable Logic and Applications,
               {FPL} 2017, Ghent, Belgium, September 4-8, 2017},
  pages     = {1--8},
  publisher = {{IEEE}},
  year      = {2017},
  url       = {https://doi.org/10.23919/FPL.2017.8056824},
  doi       = {10.23919/FPL.2017.8056824},
  timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
  biburl    = {https://dblp.org/rec/conf/fpl/MaCVS17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/MaKCVS17,
  author    = {Yufei Ma and
               Minkyu Kim and
               Yu Cao and
               Sarma B. K. Vrudhula and
               Jae{-}sun Seo},
  title     = {End-to-end scalable {FPGA} accelerator for deep residual networks},
  booktitle = {{IEEE} International Symposium on Circuits and Systems, {ISCAS} 2017,
               Baltimore, MD, USA, May 28-31, 2017},
  pages     = {1--4},
  publisher = {{IEEE}},
  year      = {2017},
  url       = {https://doi.org/10.1109/ISCAS.2017.8050344},
  doi       = {10.1109/ISCAS.2017.8050344},
  timestamp = {Thu, 13 Feb 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/iscas/MaKCVS17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/MaHCYZPST16,
  author    = {Yufei Ma and
               Ying He and
               Cheng Chen and
               Xin Yu and
               Jingbo Zhang and
               Jiangbo Peng and
               Rui Sun and
               Frank K. Tittel},
  title     = {Planar Laser-Based {QEPAS} Trace Gas Sensor},
  journal   = {Sensors},
  volume    = {16},
  number    = {7},
  pages     = {989},
  year      = {2016},
  url       = {https://doi.org/10.3390/s16070989},
  doi       = {10.3390/s16070989},
  timestamp = {Fri, 15 Nov 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/sensors/MaHCYZPST16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fpga/SudaCDMMVSC16,
  author    = {Naveen Suda and
               Vikas Chandra and
               Ganesh Dasika and
               Abinash Mohanty and
               Yufei Ma and
               Sarma B. K. Vrudhula and
               Jae{-}sun Seo and
               Yu Cao},
  editor    = {Deming Chen and
               Jonathan W. Greene},
  title     = {Throughput-Optimized OpenCL-based {FPGA} Accelerator for Large-Scale
               Convolutional Neural Networks},
  booktitle = {Proceedings of the 2016 {ACM/SIGDA} International Symposium on Field-Programmable
               Gate Arrays, Monterey, CA, USA, February 21-23, 2016},
  pages     = {16--25},
  publisher = {{ACM}},
  year      = {2016},
  url       = {https://doi.org/10.1145/2847263.2847276},
  doi       = {10.1145/2847263.2847276},
  timestamp = {Tue, 06 Nov 2018 16:58:23 +0100},
  biburl    = {https://dblp.org/rec/conf/fpga/SudaCDMMVSC16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fpl/MaSCSV16,
  author    = {Yufei Ma and
               Naveen Suda and
               Yu Cao and
               Jae{-}sun Seo and
               Sarma B. K. Vrudhula},
  editor    = {Paolo Ienne and
               Walid A. Najjar and
               Jason Helge Anderson and
               Philip Brisk and
               Walter Stechele},
  title     = {Scalable and modularized {RTL} compilation of Convolutional Neural
               Networks onto {FPGA}},
  booktitle = {26th International Conference on Field Programmable Logic and Applications,
               {FPL} 2016, Lausanne, Switzerland, August 29 - September 2, 2016},
  pages     = {1--8},
  publisher = {{IEEE}},
  year      = {2016},
  url       = {https://doi.org/10.1109/FPL.2016.7577356},
  doi       = {10.1109/FPL.2016.7577356},
  timestamp = {Fri, 17 Jan 2020 17:11:15 +0100},
  biburl    = {https://dblp.org/rec/conf/fpl/MaSCSV16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/MaYZYST15,
  author    = {Yufei Ma and
               Guang Yu and
               Jingbo Zhang and
               Xin Yu and
               Rui Sun and
               Frank K. Tittel},
  title     = {Quartz Enhanced Photoacoustic Spectroscopy Based Trace Gas Sensors
               Using Different Quartz Tuning Forks},
  journal   = {Sensors},
  volume    = {15},
  number    = {4},
  pages     = {7596--7604},
  year      = {2015},
  url       = {https://doi.org/10.3390/s150407596},
  doi       = {10.3390/s150407596},
  timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/sensors/MaYZYST15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccd/MaKCSV15,
  author    = {Yufei Ma and
               Minkyu Kim and
               Yu Cao and
               Jae{-}sun Seo and
               Sarma B. K. Vrudhula},
  title     = {Energy-efficient reconstruction of compressively sensed bioelectrical
               signals with stochastic computing circuits},
  booktitle = {33rd {IEEE} International Conference on Computer Design, {ICCD} 2015,
               New York City, NY, USA, October 18-21, 2015},
  pages     = {443--446},
  publisher = {{IEEE} Computer Society},
  year      = {2015},
  url       = {https://doi.org/10.1109/ICCD.2015.7357144},
  doi       = {10.1109/ICCD.2015.7357144},
  timestamp = {Thu, 13 Feb 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/iccd/MaKCSV15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijssmet/MoXWMHWLZX10,
  author    = {Tong Mo and
               Jingmin Xu and
               Zhongjie Wang and
               Yufei Ma and
               He Yuan Huang and
               Yuan Wang and
               Ying Liu and
               Jun Zhu and
               Xiaofei Xu},
  title     = {Service Composition Based Software Solution Design: {A} Case Study
               in Automobile Supply Chain},
  journal   = {Int. J. Serv. Sci. Manag. Eng. Technol.},
  volume    = {1},
  number    = {2},
  pages     = {19--32},
  year      = {2010},
  url       = {https://doi.org/10.4018/jssmet.2010040102},
  doi       = {10.4018/jssmet.2010040102},
  timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ijssmet/MoXWMHWLZX10.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
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