Weihao Yu (余伟浩)
Weihao Yu (余伟浩)

Currently, I am a PhD student in LV Lab, National University of Singapore, supervised by Asst. Prof. Jiashi Feng. Before that, I obtained my M.Eng. degree in HCP-I2 Lab, Sun Yat-sen University, advised by Prof. Liang Lin. I obtained my B.S. degree in Opto-Electronics major (Physics-EE-related) at South China Normal University, working with Prof. Dongmei Deng and Prof. Yafei Yu. I was born in Shantou, Guangdong, China.

My research interests are:
Natural Language Processing, Computer Vision and Machine Learning;
Quantum Physics and Optics (in my undergraduate period).

Email: weihaoyu6@gmail.com / weihaoyu@u.nus.edu
CV / Google Scholar / Linkedin / GitHub / Zhihu (Chinese Q&A website)



Education and Work Experience

2020 -
PhD in Electrical and Computer Engineering
National University of Singapore

2019 - 2020
Research Assistant in Department of Electrical and Computer Engineering
National University of Singapore

2017 - 2019
M.Eng. degree in Software Engineering
GPA: 88.0 / 100
Sun Yat-sen University

2013 - 2017
B.S. degree in Opto-Electronics Information Science and Engineering
GPA: 4.08 / 5 (90.8 / 100), Ranking: 1 / 82 (in major class); 1 / 189 (in similar major classes)
South China Normal University




Selected Honors

National Scholarship (top 0.5%), 2015

First Prize Scholarship (top 2%) of South China Normal University, 2013-2017 (for four consecutive years)

Scholarship of China Telecom, All-China Students’ Federation & China Telecom, 2016




Publications

My Google Scholar profile
* denotes equal contribution

Zihang Jiang*, Weihao Yu*, Daquan Zhou, Yunpeng Chen, Jiashi Feng and Shuicheng Yan, "ConvBERT: Improving BERT with Span-based Dynamic Convolution," NeurIPS, 2020 (spotlight). [PDF] [code]

Weihao Yu*, Zihang Jiang*, Yanfei Dong, and Jiashi Feng, "ReClor: A Reading Comprehension Dataset Requiring Logical Reasoning," ICLR, 2020. [PDF] [project] [code]

Weijiang Yu, Jingwen Zhou, Weihao Yu, Xiaodan Liang, and Nong Xiao, "Heterogeneous Graph Learning for Visual Commonsense Reasoning," NeurIPS, 2019. [PDF] [code]

Tianshui Chen*, Weihao Yu*, Riquan Chen, and Liang Lin, “Knowledge-Embedded Routing Network for Scene Graph Generation,” CVPR, 2019. [PDF] [code]

Zhouxia Wang, Tianshui Chen, Jimmy Ren, Weihao Yu, Hui Cheng, and Liang Lin, “Deep Reasoning with Knowledge Graph for Social Relationship Understanding,” IJCAI, 2018. [PDF] [code]


Weihao Yu, Ruihuang Zhao, Fu Deng, Jiayao Huang, Chidao Chen, Xiangbo Yang, Yanping Zhao, and Dongmei Deng, “Propagation of Airy Gaussian vortex beams in uniaxial crystals,” Chin. Phys. B, 2016. [PDF]

Fu Deng, Weihao Yu, and Dongmei Deng, “Controllably accelerating and decelerating Airy-Bessel-Gaussian wave packets,” Laser Phys. Lett., 2016. [PDF]

Fu Deng, Weihao Yu, Jiayao Huang, Ruihuang Zhao, Jiong Lin, and Dongmei Deng, “Propagation of Airy-Gaussian beams in a chiral medium,” Eur. Phys. J. D, 2016. [PDF]

Ruihuang Zhao, Fu Deng, Weihao Yu, Jiayao Huang, and Dongmei Deng, “Propagation properties of Airy-Gaussian vortex beams through the gradient-index medium,” J. Opt. Soc. Am. A, 2016. [PDF]

Jiayao Huang*, Zijie Liang*, Fu Deng, Weihao Yu, Ruihuang Zhao, Bo Chen, Xiangbo Yang, and Dongmei Deng, “Propagation properties of right-hand circularly polarized Airy-Gaussian beams through slabs of right-handed materials and left-handed materials,” J. Opt. Soc. Am. A, 2015. [PDF]