Xinyi Zhang

19 papers A* 2A 1C 1Journal 13Unranked 2
YearRankTypeTitle / Venue / Authors
2022 J jnl
EF-Train: Enable Efficient On-device CNN Training on FPGA Through Data Reshaping for Online Adaptation or Personalization.
CoRR
Yue Tang, Xinyi Zhang, Peipei Zhou, Jingtong Hu
2022 J jnl
EF-Train: Enable Efficient On-device CNN Training on FPGA through Data Reshaping for Online Adaptation or Personalization.
ACM Trans. Design Autom. Electr. Syst.
Yue Tang, Xinyi Zhang, Peipei Zhou, Jingtong Hu
2022 J jnl
FPIRM: Floating-point Processing in Racetrack Memories.
CoRR
Sébastien Ollivier, Xinyi Zhang, Yue Tang, Chayanika Choudhuri, Jingtong Hu, Alex K. Jones
2022 J jnl
H2H: Heterogeneous Model to Heterogeneous System Mapping with Computation and Communication Awareness.
CoRR
Xinyi Zhang, Cong Hao, Peipei Zhou, Alex K. Jones, Jingtong Hu
2022 A* conf
H2H: heterogeneous model to heterogeneous system mapping with computation and communication awareness.
DAC
Xinyi Zhang, Cong Hao, Peipei Zhou, Alex K. Jones, Jingtong Hu
2022 J jnl
Pod-racing: bulk-bitwise to floating-point compute in racetrack memory for machine learning at the edge.
IEEE Micro
Sébastien Ollivier, Xinyi Zhang, Yue Tang, Chayanika Choudhuri, Jingtong Hu, Alex K. Jones
2021 J jnl
Algorithm-hardware Co-design of Attention Mechanism on FPGA Devices.
ACM Trans. Embed. Comput. Syst.
Xinyi Zhang, Yawen Wu, Peipei Zhou, Xulong Tang, Jingtong Hu
2021 J jnl
DAC-SDC Low Power Object Detection Challenge for UAV Applications.
IEEE Trans. Pattern Anal. Mach. Intell.
Xiaowei Xu, Xinyi Zhang, Bei Yu, Xiaobo Sharon Hu, Christopher Rowen, Jingtong Hu, Yiyu Shi
2020 C conf
Achieving Full Parallelism in LSTM via a Unified Accelerator Design.
ICCD
Xinyi Zhang, Weiwen Jiang, Jingtong Hu
2020 J jnl
Low Overhead Online Data Flow Tracking for Intermittently Powered Non-Volatile FPGAs.
ACM J. Emerg. Technol. Comput. Syst.
Xinyi Zhang, Clay Patterson, Yongpan Liu, Chengmo Yang, Chun Jason Xue, Jingtong Hu
2020 J jnl
Low Overhead Online Data Flow Tracking for Intermittently Powered Non-volatile FPGAs.
CoRR
Xinyi Zhang, Clay Patterson, Yongpan Liu, Chengmo Yang, Chun Jason Xue, Jingtong Hu
2019 A* conf
Accuracy vs. Efficiency: Achieving Both through FPGA-Implementation Aware Neural Architecture Search.
DAC
Weiwen Jiang, Xinyi Zhang, Edwin Hsing-Mean Sha, Lei Yang, Qingfeng Zhuge, Yiyu Shi, Jingtong Hu
2019 J jnl
Accuracy vs. Efficiency: Achieving Both through FPGA-Implementation Aware Neural Architecture Search.
CoRR
Weiwen Jiang, Xinyi Zhang, Edwin Hsing-Mean Sha, Lei Yang, Qingfeng Zhuge, Yiyu Shi, Jingtong Hu
2019 J jnl
Achieving Super-Linear Speedup across Multi-FPGA for Real-Time DNN Inference.
CoRR
Weiwen Jiang, Edwin Hsing-Mean Sha, Xinyi Zhang, Lei Yang, Qingfeng Zhuge, Yiyu Shi, Jingtong Hu
2019 J jnl
Achieving Super-Linear Speedup across Multi-FPGA for Real-Time DNN Inference.
ACM Trans. Embed. Comput. Syst.
Weiwen Jiang, Edwin H.-M. Sha, Xinyi Zhang, Lei Yang, Qingfeng Zhuge, Yiyu Shi, Jingtong Hu
2019 — conf
When Neural Architecture Search Meets Hardware Implementation: from Hardware Awareness to Co-Design.
ISVLSI
Xinyi Zhang, Weiwen Jiang, Yiyu Shi, Jingtong Hu
2019 A conf
XFER: A Novel Design to Achieve Super-Linear Performance on Multiple FPGAs for Real-Time AI.
FPGA
Weiwen Jiang, Xinyi Zhang, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Lei Yang, Yiyu Shi, Jingtong Hu
2018 J jnl
DAC-SDC Low Power Object Detection Challenge for UAV Applications.
CoRR
Xiaowei Xu, Xinyi Zhang, Bei Yu, Xiaobo Sharon Hu, Christopher Rowen, Jingtong Hu, Yiyu Shi
2018 — conf
Low Overhead Online Checkpoint for Intermittently Powered Non-volatile FPGAs.
ISVLSI
Xinyi Zhang, Clay Patterson, Yongpan Liu, Chengmo Yang, Chun Jason Xue, Jingtong Hu