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 [at] gmail [dot] com
CV / Google Scholar / Linkedin / GitHub / Zhihu (Chinese Q&A website)



News

10 February 2020: The project page of our paper "ReClor: A Reading Comprehension Dataset Requiring Logical Reasoning" (ICLR 2020) is released: whyu.me/reclor, where you can find dataset, code and leaderboard.

24 March 2019: Code and models for our paper "Knowledge-Embedded Routing Network for Scene Graph Generation" (CVPR 2019) are released: github.com/yuweihao/KERN.




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 (1 among 25000, I was the only student wining the scholarship at our university in that year)




Publications

My Google Scholar profile

Conference Papers

Weihao Yu*, Zihang Jiang* (* co-first authors), Yanfei Dong, and Jiashi Feng, "ReClor: A Reading Comprehension Dataset Requiring Logical Reasoning", International Conference on Learning Representations (ICLR), 2020. [PDF] [project] [code]

Weijiang Yu, Jingwen Zhou, Weihao Yu, Xiaodan Liang, and Nong Xiao, "Heterogeneous Graph Learning for Visual Commonsense Reasoning", Conference on Neural Information Processing Systems (NeurIPS), 2020. [PDF] [code]

Tianshui Chen*, Weihao Yu* (* co-first authors), Riquan Chen, and Liang Lin, “Knowledge-Embedded Routing Network for Scene Graph Generation”, Proc. of IEEE Conference on Computer Vision and Pattern Recognition (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”, Proc. of International Joint Conference on Artificial Intelligence (IJCAI), 2018. [PDF] [code]


Journal Papers

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. Physics B, 2016. [PDF]

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

Fu Deng, Weihao Yu, Jiayao Huang, Ruihuang Zhao, Jiong Lin, and Dongmei Deng, “Propagation of Airy-Gaussian beams in a chiral medium”, The European Physical Journal 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”, Journal of the Optical Society of America 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”, Journal of the Optical Society of America A, 2015. [PDF]