Jiantao Qiu (邱剑涛)


Student of Tsinghua University, department of electronic engineering.

Contact

Address: China Beijing Tsinghua university
Email: kidfNOSPAMMINGatenight☺gmail·com
Phone: +86 18810496106

Selected Publications


Journal Articles

  • Jiantao Qiu, Chao Yu, Weiling Liu, Tianxiang Yang, Jincheng Yu, Yu Wang And Huazhong Yang, Low-cost Multi-Agent Navigation via Reinforcement Learning with Multi-Fidelity Simulator , in IEEE Access, 2021. pdf
  • Jincheng Yu, Zhilin Xu, Shulin Zeng, Chao Yu, Jiantao Qiu, Chaoyang Shen, Yuanfan Xu, Guohao Dai, Yu Wang, and Huazhong Yang, INCAME: Interruptible CNN accelerator for multi-robot exploration , in IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2021. pdf
  • Yu Xing, Shuang Liang, Lingzhi Sui, Xijie Jia, Jiantao Qiu, Xin Liu, Yushun Wang, Yu Wang, Yi Shan, DNNVM : End-to-End Compiler Leveraging Heterogeneous Optimizations on FPGA-based CNN Accelerators , to appear in IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2019. pdf
  • Jincheng Yu, Guangjun Ge, Yiming Hu, Xuefei Ning, Jiantao Qiu, Kaiyuan Guo, Yu Wang and Huazhong Yang, Instruction Driven Cross-layer CNN Accelerator For Fast Detection on FPGA , in ACM Transactions on Reconfigurable Technology and Systems (TRETS), vol.11(3), No.22, 2018. pdf
  • Kaiyuan Guo, Lingzhi Sui, Jiantao Qiu, Jincheng Yu, Junbin Wang, Song Yao, Song Han, Yu Wang, Huazhong Yang, Angel-Eye: A Complete Design Flow for Mapping CNN onto Embedded FPGA , in IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), vol.37, No.1, 2018, pp.35-47. pdf

Conference Papers

  • Jincheng Yu, Zhilin Xu, Shulin Zeng, Chao Yu, Jiantao Qiu, Chaoyang Shen, Yuanfan Xu, Guohao Dai, Yu Wang and Huazhong Yang, INCA: INterruptible CNN Accelerator for Multi-tasking in Embedded Robots , in Design Automation Conference (DAC), 2020. pdf slide
  • Jincheng Yu, Kaiyuan Guo, Yiming Hu, Xuefei Ning, Jiantao Qiu, Huizi Mao, Song Yao, Tianqi Tang, Boxun Li, Yu Wang, and Huazhong Yang, Real-time object detection towards high power efficiency , in Design, Automation & Test in Europe Conference & Exhibition (DATE), 2018, pp.704-708. pdf
  • Jincheng Yu, Yiming Hu, Xuefei Ning, Kaiyuan Guo, Jiantao Qiu, Yu Wang, Huazhong Yang, Instruction Driven Cross-Layer CNN Accelerator with Winograd Transformation on FPGA , in ICFPT 2017, 2017, pp.227-230. pdf slide
  • Jiantao Qiu, Jie Wang, Song Yao, Kaiyuan Guo, Boxun Li, Erjin Zhou, Jincheng Yu, Tianqi Tang, Ningyi Xu, Sen Song, Yu Wang, Huazhong Yang, Going Deeper with Embedded FPGA Platform for Convolutional Neural Network , in ACM International Symposium on FPGA, 2016, pp.26-35. pdf slide
  • Kaiyuan Guo, Lingzhi Sui, Jiantao Qiu, Song Yao, Song Han, Yu Wang, Huazhong Yang, From model to FPGA: Software-hardware co-design for efficient neural network acceleration , in Hot Chips 28 Symposium (HCS) 2016, 2016, pp.1-27. slide
  • Kaiyuan Guo, Lingzhi Sui, Jiantao Qiu, Song Yao, Song Han, Yu Wang and Huazhong Yang, Angel-Eye: A Complete Design Flow for Mapping CNN onto Customized Hardware , in IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2016, pp.24-29. pdf

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