Biography
Guo-Hua Wang is currently a fourth year Ph.D. candidate of Department of Computer Science and Technology in Nanjing University and a member of LAMDA Group.
Before his Ph.D. career, he received the B.Sc. degree in School of Management & Engineering in June 2018 from Nanjing University.
In the same year, he was admitted to study for the Ph.D. degree in Nanjing University without entrance examination.
In July to Novemeber 2021, he was an intern at YouTu Lab, Tencent.
Research Interests
His research interests include Computer Vision and Machine Learning. Currently, he focuses on:
- Knowledge Distillation.
- Few-label Transfer Learning.
- Semi-Supervised Learning.
Publications
Conference Articles
- Repetitive Reprediction Deep Decipher for Semi-Supervised Learning.
Guo-Hua Wang, Jianxin Wu.
In: Proc. the 34th AAAI Conference on Artificial Intelligence (AAAI 2020), New York, NY, USA, Feb. 2020, pp. 6170-6177.
[arXiv] [PDF] [paper] [poster] [code]
Journal Articles
- Distilling Knowledge by Mimicking Features.
Guo-Hua Wang, Yifan Ge, Jianxin Wu.
In IEEE Transactions on Pattern Analysis and Machine Intelligence, doi: 10.1109/TPAMI.2021.3103973.
[arXiv] [PDF] [IEEE Xplore] [code]
Technical Reports
-
Practical Network Acceleration with Tiny Sets.
Guo-Hua Wang, Jianxin Wu.
In arXiv preprint arXiv:2202.07861, 2022
[arXiv] [PDF] -
R2-D2: Repetitive Reprediction Deep Decipher for Semi-Supervised Deep Learning.
Guo-Hua Wang, Jianxin Wu.
In arXiv preprint arXiv:2202.08955, 2022
[arXiv] [PDF] [code] -
PENCIL: Deep Learning with Noisy Labels.
Kun Yi, Guo-Hua Wang, Jianxin Wu.
In arXiv preprint arXiv:2202.08436, 2022
[arXiv] [PDF] [code]
Services
Conference Reviewers
Journal Reviewers
- IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
- Elsevier Journal of Pattern Recognition (PR)
Teaching Assistant
- Introduction to Computation Theory, Spring, 2021
- Pattern Recognition, Spring, 2021
- Introduction to Computation Theory, Spring, 2020
- Pattern Recognition, Spring, 2019
Contests & Awards
- National Scholarship for Doctoral Students. 2021
- Honorable mention in the competition of 2020 DIGIX Global AI Challenge. [slides][code]
- Scholarship of CFETS Information Technology. 2019
- Presidential Special Scholarship for first year Ph.D. Student in Nanjing University. 2018
- Outstanding Graduate of Nanjing University. 2018
- Excellent Student of Nanjing University. 2016,2017
- Pacemaker to Excellent Youth League Member. 2016
- National Undergraduate Scholarship. 2015
Correspondence
Guo-Hua Wang
National Key Laboratory for Novel Software Technology
Nanjing University
163 Xianlin Avenue, Qixia District
Nanjing 210023, China
Laboratory
912, Building of Computer Science and Technology, Xianlin Campus of Nanjing University