Hi. I'm Yuduo!

Masters Student in Computer Engineering
Department of Electrical and Computer Engineering
University of California, Davis

  • Resume in TXT format.

  • Education

    Master of Science, University of California, Davis Sept. 2013 - Present
    Research Area: Parallel Computing (GPGPU), Major Advisor: Prof. John D. Owens
    Bachelor of Science, Macau University of Science and Technology, Macau June 2013

    Experience

    Computer Skills

    Languages: C/C++, Python, CUDA, R, MATLAB, Java, MySQL, Haskell
    Web/Text/Tools: HTML/CSS, LaTeX, Emacs/Vim, Git, Xcode, Eclipse
    Operating Systems: Linux/Unix, Mac OS X, Windows

    Recent Projects

    Gunrock - High-performance Graph Primitives on GPU

    Developer of Gunrock, a high-performance CUDA library for graph primitives that re-factors, integrates, and generalizes best-of-class GPU implementations. Currently focus on Performance Modeling/Characterizing and improve framework to better support mutable and more advanced graph primitives.

    Scene Classification based on Deep Convolutional Neural Networks (CNNs)

    Collaborated with Yangzihao Wang, together we implemented a novel scene classification method which combines Convolutional Neural Network (CNN) and Spatial Pyramid Pooling to generate high-level context-aware features. We achieved better recognition rate than the state-of-the-art method on the challenging MIT Indoor-67 dataset using only the deep features trained from ImageNet.

    Parallel Minimum Spanning Tree (MST) Algorithm using Gunrock

    Implemented Parallel Boruvka's Minimum Spanning Tree (MST) algorithm using Gunrock's Traverse-Compute programming model. Achieved over 400X speedup against the serial CPU Boost Graph Library (BGL) implementation for both real world road networks, Open Street Maps (OSM) and long-diameter synthetic datasets.

    Mobile IPv6 Protocol using Filtering Technology

    Senior Design Project, IPv6 Research Laboratory, M.U.S.T., Spring 2013

    Designed and Implemented Mobile IPv6 Protocol using Filtering Technology. Upgraded a NDIS filter driver to filter bypassing data packets to extend roaming capabilities and merged into standard IPv6 protocol.

    Publications

    Yuduo Wu, Yangzihao Wang, Yuechao Pan, Carl Yang, and John D. Owens. Performance Characterization for High-Level Programming Models for GPU Graph Analytics [Link] (note: this paper is under review and thus not for public dissemination)

    Yuechao Pan, Yangzihao Wang, Yuduo Wu, Carl Yang, and John D. Owens. Multi-GPU Graph Analytics. CoRR, abs/1504.04804, Apr. 2015. [arXiv]

    Yangzihao Wang, Andrew Davidson, Yuechao Pan, Yuduo Wu, Andy Riffel, and John D. Owens. Gunrock: A high-performance graph processing library on the GPU. In Proceedings of the 20th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, PPoPP 2015, pages 265-266, New York, NY, USA, 2015. ACM.[ bib |poster ]

    Contact Me

  • Address: Department of Electrical and Computer Engineering, One Shields Avenue Davis, CA 95616
  • Email: yudwu [at] ucdavis [dot] edu
  • Phone: (530) 574 - 9209
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