Zuofu Cheng

Search results

• 2021

  Having it All: Infusing Parallel Computational Thinking in the Lower-level Computer Engineering Curriculum Using Extended Learning Modules

  Zhu, Z., Bhowmik, U. K., Wang, Y., Cheng, Z. & Chen, Y. W., Jul 26 2021, In: ASEE Annual Conference and Exposition, Conference Proceedings.

  Research output: Contribution to journal › Conference article › peer-review

  • Curricula 100%
  • Adders 78%
  • Students 70%
  • Parallel processing systems 24%
  • Distributed computer systems 12%

• Work in Progress: Synergy of Visualization and Experiment in Undergraduate Engineering Electromagnetics Course

  Shao, Y. V. & Cheng, Z., Jul 26 2021, In: ASEE Annual Conference and Exposition, Conference Proceedings.

  Research output: Contribution to journal › Conference article › peer-review

  • Demonstrations 100%
  • Visualization 94%
  • Transmission line theory 87%
  • Students 45%
  • Experiments 43%
• 2019

  Lightning Talks of EduHPC 2019

  Monroe, W., Witt, M., Pantoja, M., Lupo, C., Elster, A. C., Adams, J. C., Wissink, M. C., Liu, H., Liao, C., Yehezkael, R. B., Glick, B. H., Tripathi, R., Smith, B., Mache, J., Estrada, T., Deb, D., Bhowmik, U., Chen, Y., Choi, D. S., Cheng, Z., & 3 othersAndino, G. K., Pascuzzi, P. E. & Ward, M. D., Nov 2019, Proceedings of EduHPC 2019: Workshop on Education for High Performance Computing - Held in conjunction with SC 2019: The International Conference for High Performance Computing, Networking, Storage and Analysis. Institute of Electrical and Electronics Engineers Inc., p. 25-31 7 p. 8943086. (Proceedings of EduHPC 2019: Workshop on Education for High Performance Computing - Held in conjunction with SC 2019: The International Conference for High Performance Computing, Networking, Storage and Analysis).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • mentoring 84%
  • Mentoring 63%
  • educator 57%
  • classroom 49%
  • Teaching 41%
• 2017

  Efficient parallel optimization of volume meshes on heterogeneous computing systems

  Cheng, Z., Shaffer, E., Yeh, R., Zagaris, G. & Olson, L., Oct 1 2017, In: Engineering with Computers. 33, 4, p. 717-726 10 p.

  Research output: Contribution to journal › Article › peer-review

  • Heterogeneous Computing 100%
  • Mesh Quality 45%
  • Multiprocessing 44%
  • Mesh 42%
  • Numerical Optimization 34%

• High-performance video content recognition with long-term recurrent convolutional network for FPGA

  Zhang, X., Liu, X., Ramachandran, A., Zhuge, C., Tang, S., Ouyang, P., Cheng, Z., Rupnow, K. & Chen, D., Oct 2 2017, 2017 27th International Conference on Field Programmable Logic and Applications, FPL 2017. Gohringer, D., Stroobandt, D., Mentens, N., Santambrogio, M. & Nurmi, J. (eds.). Institute of Electrical and Electronics Engineers Inc., 8056833. (2017 27th International Conference on Field Programmable Logic and Applications, FPL 2017).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Field programmable gate arrays (FPGA) 100%
  • Data storage equipment 29%
  • Neural networks 29%
  • Network layers 27%
  • Convolution 24%

• Machine learning on FPGAs to face the IoT revolution

  Zhang, X., Ramachandran, A., Zhuge, C., He, D., Zuo, W., Cheng, Z., Rupnow, K. & Chen, D., Dec 13 2017, 2017 IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2017. Institute of Electrical and Electronics Engineers Inc., p. 894-901 8 p. (IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD; vol. 2017-November).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Deep neural networks 100%
  • Field programmable gate arrays (FPGA) 84%
  • Machine learning 75%
  • Energy efficiency 23%
  • Acoustic waves 23%

• Machine learning on FPGAs to face the IoT revolution

  Zhang, X., Ramachandran, A., Zhuge, C., He, D., Zuo, W., Cheng, Z., Rupnow, K. & Chen, D., Dec 13 2017, 2017 IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2017. Institute of Electrical and Electronics Engineers Inc., p. 819-826 8 p. (IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD; vol. 2017-November).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Deep neural networks 100%
  • Field programmable gate arrays (FPGA) 84%
  • Machine learning 75%
  • Energy efficiency 23%
  • Acoustic waves 23%

• Using approximated auditory roughness as a pre-filtering feature for human screaming and affective speech AED

  He, D., Cheng, Z., Hasegawa-Johnson, M. & Chen, D., 2017, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2017-August, p. 1914-1918 5 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Roughness 68%
  • Filtering 55%
  • Accumulate 47%
  • Hearing 46%
  • Surface roughness 46%
• 2014

  Efficient GPU-based optimization of volume meshes

  Shaffer, E., Cheng, Z., Yeh, R., Zagaris, G. & Olson, L., 2014, Parallel Computing: Accelerating Computational Science and Engineering (CSE). IOS Press BV, p. 285-294 10 p. (Advances in Parallel Computing; vol. 25).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Graphics processing unit 100%
  • Computer hardware 20%
  • Experiments 12%