Xinyi Zhang

According to our database, Xinyi Zhang authored at least 13 papers between 2018 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

EF-Train: Enable Efficient On-device CNN Training on FPGA through Data Reshaping for Online Adaptation or Personalization.

Yue Tang, Xinyi Zhang, Peipei Zhou, Jingtong Hu

ACM Trans. Design Autom. Electr. Syst., 2022

Pod-racing: bulk-bitwise to floating-point compute in racetrack memory for machine learning at the edge.

Sébastien Ollivier, Xinyi Zhang, Yue Tang, Chayanika Choudhuri, Jingtong Hu, Alex K. Jones

IEEE Micro, 2022

FPIRM: Floating-point Processing in Racetrack Memories.

Sébastien Ollivier, Xinyi Zhang, Yue Tang, Chayanika Choudhuri, Jingtong Hu, Alex K. Jones

CoRR, 2022

H2H: heterogeneous model to heterogeneous system mapping with computation and communication awareness.

Xinyi Zhang, Cong Hao, Peipei Zhou, Alex K. Jones, Jingtong Hu

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

2021

Algorithm-hardware Co-design of Attention Mechanism on FPGA Devices.

Xinyi Zhang, Yawen Wu, Peipei Zhou, Xulong Tang, Jingtong Hu

ACM Trans. Embed. Comput. Syst., 2021

DAC-SDC Low Power Object Detection Challenge for UAV Applications.

Xiaowei Xu, Xinyi Zhang, Bei Yu, Xiaobo Sharon Hu, Christopher Rowen, Jingtong Hu, Yiyu Shi

IEEE Trans. Pattern Anal. Mach. Intell., 2021

2020

Low Overhead Online Data Flow Tracking for Intermittently Powered Non-Volatile FPGAs.

Xinyi Zhang, Clay Patterson, Yongpan Liu, Chengmo Yang, Chun Jason Xue, Jingtong Hu

ACM J. Emerg. Technol. Comput. Syst., 2020

Achieving Full Parallelism in LSTM via a Unified Accelerator Design.

Xinyi Zhang, Weiwen Jiang, Jingtong Hu

Proceedings of the 38th IEEE International Conference on Computer Design, 2020

2019

Achieving Super-Linear Speedup across Multi-FPGA for Real-Time DNN Inference.

Weiwen Jiang, Edwin H.-M. Sha, Xinyi Zhang, Lei Yang, Qingfeng Zhuge, Yiyu Shi, Jingtong Hu

ACM Trans. Embed. Comput. Syst., 2019

When Neural Architecture Search Meets Hardware Implementation: from Hardware Awareness to Co-Design.

Xinyi Zhang, Weiwen Jiang, Yiyu Shi, Jingtong Hu

Proceedings of the 2019 IEEE Computer Society Annual Symposium on VLSI, 2019

XFER: A Novel Design to Achieve Super-Linear Performance on Multiple FPGAs for Real-Time AI.

Weiwen Jiang, Xinyi Zhang, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Lei Yang, Yiyu Shi, Jingtong Hu

Proceedings of the 2019 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2019

Accuracy vs. Efficiency: Achieving Both through FPGA-Implementation Aware Neural Architecture Search.

Weiwen Jiang, Xinyi Zhang, Edwin Hsing-Mean Sha, Lei Yang, Qingfeng Zhuge, Yiyu Shi, Jingtong Hu

Proceedings of the 56th Annual Design Automation Conference 2019, 2019

2018

Low Overhead Online Checkpoint for Intermittently Powered Non-volatile FPGAs.

Xinyi Zhang, Clay Patterson, Yongpan Liu, Chengmo Yang, Chun Jason Xue, Jingtong Hu

Proceedings of the 2018 IEEE Computer Society Annual Symposium on VLSI, 2018