Biography
I am Kai Tian (Chinese: 田凯), I received Ph.D degree from Fudan Univeristy where I was supervised by Prof. Shuigeng Zhou. Prior to that, I got my B.S. degree from East China University of Science and Technology. My research interests include unsupervised learning, semi-supervised deep learning. I am also interested in exploring the cooperation and competition among neural network models.
What's new
- One paper was acccepted in AAAI 2020 as oral!
- One of my co-authored paper has been accepted at ICCV 2019!
- One paper got accepted at CVPR 2019!
- One paper got accepted at AAAI 2019 as spotlight!
- I spent one year in UNC Charlotte from 2017.9 to 2018.9 working with Prof.Jianping Fan.
Selected Publications
Network as Regularization for Training Deep Neural Networks: Framework, Model and Performance
Kai Tian, Yi Xu, Shuigeng Zhou, Jihong Guan
AAAI-20 (Oral)
pdf | bib |
Kai Tian, Yi Xu, Shuigeng Zhou, Jihong Guan
AAAI-20 (Oral)
pdf | bib |
Non-Local ConvLSTM for Video Compression Artifact Reduction
Yi Xu, Longwen Gao, Kai Tian, Shuigeng Zhou, Huyang Sun
ICCV-19 (Poster)
pdf | bib
Yi Xu, Longwen Gao, Kai Tian, Shuigeng Zhou, Huyang Sun
ICCV-19 (Poster)
pdf | bib
Versatile Multiple Choice Learning and Its Application to Vision Computing
Kai Tian, Yi Xu, Jihong Guan, Shuigeng Zhou
CVPR-19 (Poster)
pdf | bib
Kai Tian, Yi Xu, Jihong Guan, Shuigeng Zhou
CVPR-19 (Poster)
pdf | bib
Learning Competitive and Discriminative Reconstructions for Anomaly Detection
Kai Tian, Shuigeng Zhou, Jianping Fan, Jihong Guan
AAAI-19 (Spotlight)
pdf | bib | code coming soon
Kai Tian, Shuigeng Zhou, Jianping Fan, Jihong Guan
AAAI-19 (Spotlight)
pdf | bib | code coming soon
Global Semantic Consistency for Zero-Shot Learning
Fan Wu, Kai Tian, Shuigeng Zhou
arXiv preprint
pdf| bib
Fan Wu, Kai Tian, Shuigeng Zhou
arXiv preprint
pdf| bib
DeepCluster: A General Clustering Framework Based on Deep Learning
Kai Tian, Shuigeng Zhou, Jihong Guan
ECML/PKDD-17 (Oral)
pdf| bib| code
Kai Tian, Shuigeng Zhou, Jihong Guan
ECML/PKDD-17 (Oral)
pdf| bib| code
Boosting compound-protein interaction prediction by deep learning
Kai Tian, Mingyu Shao, Jihong Guan, Shuigeng Zhou
BIBM-15 (Oral)
Kai Tian, Mingyu Shao, Jihong Guan, Shuigeng Zhou
BIBM-15 (Oral)
Academic Services
- Journal Reviewer: IEEE SPL, Transaction on Industrial Informatics
- Conference Reviewer: CVPR 2020, WACV 2020
- PC Chair: The 10th Asian Young Researchers Conference on Computational and Omics Biology (AYRCOB)
Teaching
- Teaching Assistant: Data Structure and Algorithm Design
- Teaching Assistant: C Language Programming
