I am a graduate student at Georgia Tech. My research interest broadly lies in statistical learning, (deep) representation learning and their applications to computer vision. I extremely appreciate the beauty of "light-and-sweet" algorithms: (i) light: easy to implement in practice, (ii) sweet: having clear intuitions or non-trivial theoretical guarantees. I have the great pleasure to work closely with many talented researchers.
Weiyang Liu*, Zhen Liu*, et al.
Iterative Learning with Open-set Noisy Labels
Yisen Wang, Weiyang Liu, Xingjun Ma, James Bailey, Hongyuan Zha, Le Song, and Shu-Tao Xia.
Additive Margin Softmax for Face Verification
Feng Wang, Weiyang Liu, Haijun Liu, Jian Cheng.
Technical Report, 2018
Towards Black-box Iterative Machine Teaching
Weiyang Liu*, Bo Dai*, Xingguo Li, Zhen Liu, James M. Rehg, Le Song.
Technical Report, 2017
Deep Hyperspherical Learning
Weiyang Liu, Yan-Ming Zhang, Xingguo Li, Zhiding Yu, Bo Dai, Tuo Zhao, Le Song.
NIPS 2017 (Spotlight)
Iterative Machine Teaching
Weiyang Liu, Bo Dai, Ahmad Humayun, Charlene Tay, Yu Chen, Linda B. Smith, James M. Rehg, Le Song.
SphereFace: Deep Hypersphere Embedding for Face Recognition
Weiyang Liu, Yandong Wen, Zhiding Yu, Ming Li, Bhiksha Raj, Le Song.
Large-Margin Softmax Loss for Convolutional Neural Networks
Weiyang Liu, Yandong Wen, Zhiding Yu, Meng Yang.
KCRC-LCD: Discriminative Kernel Collaborative Representation with Locality Constrained Dictionary for Visual Categorization
Weiyang Liu, Zhiding Yu, Lijia Lu, Yandong Wen, Hui Li, Yuexian Zou.
Pattern Recognition, 48(10), 3076-3092, 2015
Prof. Meng Yang, Sun Yat-Sen University
Prof. Yuexian Zou, Peking University
Prof. Le Song, Georgia Tech
Prof. Jim Rehg, Georgia Tech
Prof. Tuo Zhao, Georgia Tech
Prof. Yan-Ming Zhang, NLPR, CASIA
Yandong Wen, Ph.D. candidate, CMU
Zhiding Yu, Ph.D. candidate, CMU
Zhen Liu, M.S. student, Georgia Tech
Bo Dai, Ph.D. candidate, Georgia Tech
Xingguo Li, Ph.D. candidate, University of Minnesota Twin Cities
Zhehui Chen, Ph.D. candidate, Georgia Tech
Jianhan Mei, Ph.D. candidate, Nanyang Technological University
Rongmei Lin, Ph.D. student, Emory University
Yisen Wang, Ph.D. candidate, Tsinghua University
Feng Wang, Ph.D. candidate, UESTC