James Lee

Yuhong Li

ECE@UIUC

Contact Me

About Me

I'm currently an MS student in Department of ECE and a graduate researcher in ES-CAD group at University of Illinois at Urbana-Champaign, advised by Professor Deming Chen. Before that, I received my B.S. in Beijing University of Posts and Telecommunications in 2018.

My currently research interests are deep learning algorithms for computer vision, especially saliency prediction, visual tracking and energy-efficient computing for hardwares.

Selected Projects


project name

SiamVGG

A novel real-time DL tracker which beats ECO and C-COT on VOT2017.

Coming Soon

project name

iSmart2

Our team, iSmart2(UIUC researchers + researchers from IBM, Inspirit, and Boeing), just received the 3rd place winner award for 2018 System Design Contest at DAC'18 for the FPGA category. Our design is selected based on 61 teams who participated around the world.

Official website News Link (Chinese)

project name

CSRNet

A novel architecture was proposed with dilated CONV layers for crowd counting and density map generation with the state-of-the-art performance.

Github Link

Publications

CSRNet: Dilated convolutional neural networks for understanding the highly congested scenes

Yuhong Li, Xiaofan Zhang, Deming Chen

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

PDF

Predicting usefulness of Yelp reviews with localized linear regression models

Ruhui Shen, Jialiang Shen, Yuhong Li, Haohan Wang

IEEE International Conference on Software Engineering and Service Science (ICSESS), 2016

Link

Cycled merging registration of point clouds for 3D human body modeling

Yanjie Chen, Yuhong Li, Feng Qi, Zhanyu Ma, Honggang Zhang

Workshop on Sensing, Processing and Learning for Intelligent Machines (SPLINE), 2016

Link