Papers:
- Jiatao Jiang, Chunyan Xu, Zhen Cui, Tong Zhang, Wenming Zheng, Jian Yang. Walk-steered convolution for graph classification. IEEE Transactions on Neural Networks and learning systems(TNNLS) 2019.
- Wenting Zhao, Zhen Cui, Chunyan Xu, Chengzheng Li, Tong Zhang, Jian Yang. Hashing graph convolution for node classification. ACM International Conference on Information and Knowledge Management(CIKM) 2019.
- Jiatao Jiang, Zhen Cui, Chunyan Xu, Jian Yang. Gaussian-induced convolution for graphs. AAAI Conference on Artificial Intelligence(AAAI) 2019.
- Zhenyu Zhang, Zhen Cui, Chunyan Xu, Zequn Jie, Xiang Li, Jian Yang. Joint task-recursive learning for rgb-d scene understanding. IEEE Trans on Pattern Analysis and Machine Intelligence(TPAMI) 2019.
- Yang Li, Wenming Zheng, Lei Wang, Yuan Zong, Zhen Cui. From Regional to Global Brain: A Novel Hierarchical Spatial-Temporal Neural Network Model for EEG Emotion Recognition. IEEE Transactions on Affective Computing(TAC) 2019.
- Yuan Zong, Wenming Zheng, Zhen Cui, Guoying Zhao, Bin Hu. Toward bridging microexpressions from different domains. IEEE Transactions on Cybernetics 2019.
- Chengzheng Li, Chunyan Xu, Zhen Cui, Dan Wang, Zequn Jie, Tong Zhang, Jian Yang. Learning Object-Wise Semantic Representation for Detection in Remote Sensing Imagery. IEEE Conference on Computer Vision and Pattern Recognition(CVPR) 2019.
- Zhenyu Zhang, Zhen Cui, Chunyan Xu, Yan Yan, Nicu Sebe, Jian Yang. Pattern-affinitive propagation across depth, surface normal and semantic segmentation. IEEE Conference on Computer Vision and Pattern Recognition(CVPR) 2019.
- Hengmin Zhang, Chen Gong, Jianjun Qian, Bob Zhang, Chunyan Xu, Jian Yang. Efficient recovery of low-rank matrix via double nonconvex nonsmooth rank minimization. IEEE Transactions on Neural Networks and learning systems(TNNLS) 2019.
- Hengmin Zhang, Jianjun Qian, Junbin Gao, Jian Yang, Chunyan Xu. Scalable proximal Jacobian iteration method with global convergence analysis for nonconvex unconstrained composite optimizations. IEEE Transactions on Neural Networks and learning systems(TNNLS) 2019.
- Chunyan Xu, Jian Yang, Junbin Gao. Coupled-learning convolutional neural networks for object recognition. Multimedia Tools and Applications(MTA) 2019.
- Yong Li, Jiabei Zeng, Shiguang Shan, Xilin Chen. Self-supervised representation learning from videos for facial action unit detection. IEEE Conference on Computer Vision and Pattern Recognition(CVPR) 2019.