Hong Liu
About me
I am a PhD student at Stanford University. I'm fortunate to work with Prof. Mingsheng Long and Prof. Tengyu Ma.
My current interests include transfer learning and deep learning. I have also been working on domain adaptation algorithms and their applications.
If you are also interested in this, feel free to contact me.
Publications
Conferennce Proceedings
Learning to Adapt to Evolving Domains
Hong Liu, Mingsheng Long, Jianmin Wang, Yu Wang
NeurIPS 2020
Transferable Adversarial Training: A General Approach to Adapting Deep Classifiers
Hong Liu, Mingsheng Long, Jianmin Wang, Michael I. Jordan
ICML 2019, (Long Talk)
Separate to Adapt: Open Set Domain Adaptation via Progressive Separation
Hong Liu, Zhangjie Cao, Mingsheng Long, Jianmin Wang, Qiang Yang
CVPR 2019
Preprints
Cycle Self-Training for Domain Adaptation
Hong Liu, Jianmin Wang, Mingsheng Long
arxiv preprint
Towards Understanding the Transferability of Deep Feature Representations
Hong Liu, Mingsheng Long, Jianmin Wang, Michael I. Jordan
arxiv preprint
Meta-learning Transferable Representations with a Single Target Domain
Hong Liu, Jeff Z. HaoChen, Colin Wei, Tengyu Ma
arxiv preprint
Selected Awards and Honors
Top Grade Schlarship, The best award for undergrads in Tsinghua
National Scholarship, awarded for academic excellence, Ministry of Education
Professional Services
Reviewing
|