Weihao Yu (余伟浩)
Weihao Yu (余伟浩)


Bio

I am a PhD student in LV Lab, National University of Singapore, supervised by Prof. Xinchao Wang and 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.

Email: weihaoyu6@gmail.com / weihaoyu@u.nus.edu
Google Scholar / GitHub





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

Weihao Yu, Mi Luo, Pan Zhou, Chenyang Si, Yichen Zhou, Xinchao Wang, Jiashi Feng and Shuicheng Yan, "MetaFormer is Actually What You Need for Vision," CVPR (Oral), 2022. [PDF] [code]

Li Yuan, Yunpeng Chen, Tao Wang, Weihao Yu, Yujun Shi, Zihang Jiang, Francis EH Tay, Jiashi Feng and Shuicheng Yan, "Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet," ICCV, 2021. [PDF] [code]

Weihao Yu, Zihang Jiang, Fei Chen, Qibin Hou and Jiashi Feng, "LV-BERT: Exploiting Layer Variety for BERT," Findings of ACL, 2021. [PDF] [code]

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]