Yao Chen

Skew-Oblivious Data Routing for Data Intensive Applications on FPGAs with HLS

Bingsheng He, Weng-Fai Wong, Deming Chen, 2021, 2021 58th ACM/IEEE Design Automation Conference (DAC).

Learning-Based Simultaneous Detection and Characterization of Time Delay Attack in Cyber-Physical Systems

Marianne Winslett, David K. Y. Yau, Xin Lou, 2021, IEEE Transactions on Smart Grid.

MELOPPR: Software/Hardware Co-design for Memory-efficient Low-latency Personalized PageRank

Pan Li, Cong Hao, Yao Chen, 2021, 2021 58th ACM/IEEE Design Automation Conference (DAC).

Compressing Large-Scale Transformer-Based Models: A Case Study on BERT

Yin Yang, Preslav Nakov, Marianne Winslett, 2020, Transactions of the Association for Computational Linguistics.

ThunderGP: HLS-based Graph Processing Framework on FPGAs

Bingsheng He, Weng-Fai Wong, Deming Chen, 2021, FPGA.

WinoCNN: Kernel Sharing Winograd Systolic Array for Efficient Convolutional Neural Network Acceleration on FPGAs

Deming Chen, Cong Hao, Xinheng Liu, 2021, 2021 IEEE 32nd International Conference on Application-specific Systems, Architectures and Processors (ASAP).

YOLO-ReT: Towards High Accuracy Real-time Object Detection on Edge GPUs pdf

Marianne Winslett, Prakhar Ganesh, Yao Chen, 2021, 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV).