Scholar
Lu Wang
Google Scholar ID: XsGFFb4AAAAJ
JD.com
Citations & Impact
Citations
302
H-index
7
i10-index
7
Publications
14
Co-authors
9
list available
Publications
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
- Preprints:
- - Evaluating the robustness of nearest neighbor classifiers: a primal-dual perspective
- - Optimal margin distribution network
- Publications:
- - Provably robust metric learning
- - Spanning attack: reinforce black-box attacks with unlabeled data
- - Robustness verification of K-NN classifiers via constraint relaxation and randomized smoothing
- - Cost-saving effect of crowdsourcing learning
- - One-pass AUC optimization
- - Risk minimization in the presence of label noise
Research Experience
- Served as a Teaching Assistant for:
- - Machine Learning Theory (for graduate students), Spring 2018
- - Introduction to Machine Learning (for undergraduate students), Spring 2016
- - Discrete Mathematics (for undergraduate students), Spring 2015
Education
- Received B.Sc. degree in Computer Science and Technology from Nanjing University in June 2014; Ph.D. supervisors are Professor Zhi-Hua Zhou and Yuan Jiang.
Background
- Research interests include Data Mining & Machine Learning. Currently, a Ph.D. student in the Department of Computer Science and Technology at Nanjing University and a member of the LAMDA Group led by Professor Zhi-Hua Zhou.
Miscellany
- Email: wangl@lamda.nju.edu.cn or wangwllu@gmail.com
- Laboratory: 912, Building of Computer Science and Technology, Xianlin Campus of Nanjing University
