profile pic

Heng (Henry) Yu


vision algorithm engineer, Tsingh Technology Co., Ltd.

Beijing, China

h_yu14@163.com

Biography

I am a vision algorithm engineer at Tsingh Technology Co., Ltd. in Beijing at present. Before that, I obtained my B.S. degree at the Department of Automation, Tsinghua University in July 2018. I am applying for a Ph.D. program. I am interested in computer vision, medical image processing, mri reconstruction, and any other AI things. Please contact me if you are interested in collaborating with me.

I started a Chinese blog with my friends, please refer to itomelet for more details.

Academic & Work Experience

Research Assistant, Health Science and Technology, Harvard-MIT, Feb.2020 - present

Vision Algorithm Engineer, Tsingh Technology Co., Ltd., Jul.2018 - present

Research Assistant, School of Medicine, Stanford University, Jul.2019 - Dec.2019

Vision Algorithm Intern, Beijing Nebula Link Technology Co. Ltd., Mar.2018 - Jun.2018

Research Assistant, The Robotics Institute, Carnegie Mellon University, Jul.2017 - Sep.2017

B.S., Department of Automation, Tsinghua University, Aug.2014 - Jul.2018

B.S., School of Economics and Management, Tsinghua University, Aug.2015 - Jul.2018

Selected Publications

* refers to co-first author. Please refer to my google scholar for more details.

2020

MixModule: Mixed CNN Kernel Module for Medical Image Segmentation
H. Yu, X. Feng, Z. Wang, H. Sun
IEEE 17th International Symposium on Biomedical Imaging (ISBI), 2020
[paper] [code]

Development and Validation of a Deep Learning CT Signature to Predict Survival and Chemotherapy Benefit in Gastric Cancer: A Multicenter, Retrospective Study
Y. Jiang*, C. Jin*, H. Yu*, J. Wu*, C. Chen, Q. Yuan, W. Huang, Y. Hu, Y. Xu, Z. Zhou, G. Fisher Jr, G. Li, R. Li
Annals of Surgery, 2020
[paper] [code]

Deep Learning Analysis of the Primary Tumour and the Prediction of Lymph Node Metastases in Gastric Cancer
C. Jin*, Y. Jiang*, H. Yu*, W. Wang, B. Li, C. Chen, Q. Yuan, Y. Hu, Y. Xu, Z. Zhou, G. Li, R. Li
British Journal of Surgery, 2020
[paper] [code]

2019

GetNet: Get Target Area for Image Pairing
H. Yu, J. Liu, H. Sun, Z. Wang, H. Zhang
International Conference on Image and Vision Computing New Zealand (IVCNZ), 2019
[paper]

An Improved Target Detection and Traffic Parameter Calculation Method Based on YOLO with a Monocular Camera
S. Tian, H. Yu, Z. Yang, X. Jing, Z. Zhang, M. Shi, Y. Wang
The 19th COTA International Conference of Transportation Professionals (CICTP), 2019
[paper]

2018

SmartPartNet: Part-Informed Person Detection for Body-Worn Smartphones
H. Yu, E. Ohn-Bar, D. Yoo, K. Kitani
2018 IEEE Winter Conference on Applications of Computer Vision (WACV), 2018
[paper]

Left Atrial Appendage Segmentation using Fully Convolutional Neural Networks and Modified Three-Dimensional Conditional Random Fields
C. Jin, J. Feng, L. Wang, H. Yu, J. Liu, J. Lu, J. Zhou
IEEE journal of biomedical and health informatics (IEEE JBHI), 2018
[paper]

2017

Detection of Substances in the Left Atrial Appendage by Spatiotemporal Motion Analysis Based on 4D-CT
C. Jin, H. Yu, J. Feng, L. Wang, J. Lu, J. Zhou International Workshop on Statistical Atlases and Computational Models of the Heart (MICCAI workshop, oral), 2017
[paper]

Left Atrial Appendage Neck Modeling for Closure Surgery
C. Jin, H. Yu, J. Feng, L. Wang, J. Lu, J. Zhou
International Workshop on Statistical Atlases and Computational Models of the Heart (MICCAI workshop), 2017
[paper]

Skills

Programming Languages

Operating System

Deep Learning Frameworks