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  • 22 Similar Profiles

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Research Output

AutoDNNchip: An automated DNN chip predictor and builder for both FPGAs and ASICs

Xu, P., Zhang, X., Hao, C., Zhao, Y., Zhang, Y., Wang, Y., Li, C., Guan, Z., Chen, D. & Lin, Y., Feb 23 2020, FPGA 2020 - 2020 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays. Association for Computing Machinery, Inc, p. 40-50 11 p. (FPGA 2020 - 2020 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
  • Improving the Generalization Ability of Deep Neural Networks for Cross-Domain Visual Recognition

    Zheng, J., Lu, C., Hao, C., Chen, D. & Guo, D., Jan 1 2020, (Accepted/In press) In : IEEE Transactions on Cognitive and Developmental Systems.

    Research output: Contribution to journalArticle

  • Thanos: High-Performance CPU-GPU Based Balanced Graph Partitioning Using Cross-Decomposition

    Kim, D. H., Nagi, R. & Chen, D., Jan 2020, ASP-DAC 2020 - 25th Asia and South Pacific Design Automation Conference, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 91-96 6 p. 9045588. (Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC; vol. 2020-January).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • (Invited) cross-layer resilience: Challenges, insights, and the road ahead

    Cheng, E., Mueller-Gritschneder, D., Abraham, J., Bose, P., Buyuktosunoglu, A., Chen, D., Cho, H., Li, Y., Sharif, U., Skadron, K., Stan, M., Schlichtmann, U. & Mitra, S., Jun 2 2019, Proceedings of the 56th Annual Design Automation Conference 2019, DAC 2019. Institute of Electrical and Electronics Engineers Inc., a198. (Proceedings - Design Automation Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Accelerating distributed reinforcement learning with in-switch computing

    Li, Y., Liu, I. J., Yuan, Y., Chen, D., Schwing, A. & Huang, J., Jun 22 2019, ISCA 2019 - Proceedings of the 2019 46th International Symposium on Computer Architecture. Institute of Electrical and Electronics Engineers Inc., p. 279-291 13 p. (Proceedings - International Symposium on Computer Architecture).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution