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Xiaofan Zhang

DNNExplorer: A Framework for Modeling and Exploring a
Novel Paradigm of FPGA-based DNN Accelerator

Published as a conference paper at

International Conference on Computer-Aided Design (ICCAD), 2020

SkyNet: a Hardware-Efficient Method for Object Detection and Tracking on Embedded Systems

Published as a conference paper at

Conference on Machine Learning and Systems (MLSys), 2020

DNNBuilder: an Automated Tool for Building High-Performance DNN Hardware Accelerators for FPGAs

Published as a conference paper at

International Conference on Computer-Aided Design (ICCAD), 2018

Best Paper Award

CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes

Published as a conference paper at

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018

High-Performance Video Content Recognition with Long-term Recurrent Convolutional Network for FPGA

Published as a conference paper at

IEEE Conference on Field Programmable Logic and Applications (FPL), 2017

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