Yufang Huang

Position: Postdoctoral associate, Cornell University
Research Interests: Machine Learning, Neural Networks, Numerical Modeling
Office: 425 E 61st Street, Suite 301, New York, NY 10065
Follow Me: Google Scholar

E-mail: yfhuang1992new@gmail.com

Publications

Yufang Huang, Wentao Zhu, Deyi Xiong, Yiye Zhang, Changjian Hu and Feiyu Xu. Cycle Consistent Adversarial Autoencoders for Unsupervised Text Style Transfer. International Conference on Computational Linguistics (COLING), 2020.
Yufang Huang, Joel Park, Kelly Axsom, Lakshminarayanan Subramanian and Yiye Zhang. DICE: Deep Significance Clustering. medRxiv, 2020.
Yufang Huang, Pingbing Ming and Siqi Song. An efficient offline-online method for multiscale PDEs. CSIAM-AM. 2020.
Wentao Zhu, Andriy Myronenko, Ziyue Xu, Wenqi Li, Holger Roth, Yufang Huang, Fausto Milletari, Daguang Xu. Neurreg: Neural registration and its application to image segmentation. The IEEE Winter Conference on Applications of Computer Vision (WACV) (Early Accepted), 2020.
Yufang Huang, Jianfeng Lu and Pingbing Ming. A concurrent global-local numerical method for multiscale PDEs. Journal of Scientific Computing, 2018.
Wentao Zhu, Yufang Huang, Mani A Vannan, Shizhen Liu, Daguang Xu, Wei Fan, Zhen Qian, and Xiaohui Xie. Neural Multi-Scale Self-Supervised Registration for Echocardiogram Dense Tracking. arXiv, 2019. Blood tracking Myocardium tracking
Wentao Zhu, Yufang Huang, Liang Zeng, Xuming Chen, Yong Liu, Zhen Qian, Nan Du, Wei Fan, and Xiaohui Xie. AnatomyNet: Deep learning for fast and fully automated whole-volume segmentation of head and neck anatomy. Medical Physics, 2018. Code and Videos
Wentao Zhu, Yufang Huang, Daguang Xu, Shizhen Liu, Wei Fan, Zhen Qian, and Xiaohui Xie. Neural multi-scale self-supervised registration for echocardiogram dense tracking. arXiv, 2018.
Wentao Zhu, Yeeleng Scott Vang, Yufang Huang, and Xiaohui Xie. DeepEM: Deep 3D ConvNets with EM for weakly supervised pulmonary nodule detection. International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2018. (Early Accept) Code

Education

2012-2018, PhD, Computational Mathematics, State Key Lab of Scientific and Engineering Computing, Chinese Academy of Sciences
2008-2012, Bachelor of Science, Computational Mathematics, Xiangtan University

Experience

11/2019-present, Postdoctoral associate, Cornell University

I worked closely with Prof. Yiye Zhang on machine learning/deep learning.

7/2018-10/2019, Researcher in Lenovo Research

I worked closely with Prof. Deyi Xiong and Dr. Changjian Hu on natural language generation and dialogue system.

9/2012-7/2018, PhD student in State Key Lab of Scientific and Engineering Computing, Chinese Academy of Sciences

I worked closely with Prof. Pingbing Ming on multiscale modeling and simulation.

Professional Activities

Reviewers: WACV 2021, EMNLP 2020, MICCAI 2020, MICCAI 2019, NAACL-HLT 2021, AISTATS 2021, PLOS ONE, IEEE Transactions on Medical Imaging, Media Image Analysis, IEEE/ACM Transactions on Computational Biology and Bioinformatics, IEEE Journal of Biomedical and Health Informatics, IEEE International Conference on Healthcare Informatics, International Journal of Imaging Systems and Technology, Knowledge and Information Systems, Arabian Journal for Science and Engineering

Honors

2010, National Inspirational Scholarship
2011, Second Prize for “Chinese Society for Electrical Engineering Cup” Undergraduate Mathematical Contest in Modeling
2010, Second Prize for China Undergraduate Mathematical Contest in Modeling
2011, Winner Award of Mathematics Contest for Undergraduate in Chinese Academy of Sciences
2017, Excellent Student in Chinese Academy of Sciences
2014, Second Prize for “Spark Cup” Debate Competition in AMSS, CAS
2014, Outstanding participation and successful completion of the assignment as a volunteer in the national science-popularizing public activity
2012, Excellent Graduate in Xiangtan University
2012, Excellent Prize for undergraduate research from the Ministry of Education
2011, First Prize for Mathematics Competition in Hunan Province
2010, Outstanding Student Leader in Xiangtan University
2011, First Prize for Mathematics Competition in Xiangtan University
2011, First-class Scholarship in Xiangtan University
2011, Excellent Student in Xiangtan University
2010, Excellent Student Model in Xiangtan University
2010, First-class Scholarship in Xiangtan University
2009, Excellent Student in Xiangtan University
2009, Second-class Scholarship in Xiangtan University