Kullback-Leibler Divergence Metric Learning
Shuyi Ji, Zizhao Zhang, Shihui Ying, Xibin Zhao, Yue Gao. "Kullback-Leibler Divergence Metric Learning". IEEE Transactions on Cybernetics, 2020.
Publications
Hypergraph Learning: Methods and Practices
Yue Gao, Zizhao Zhang, Haojie Lin, Xibin Zhao, Shaoyi Du, Changqing Zou. "Hypergraph Learning: Methods and Practices". IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020.
Exploring High-Order Correlations for Industry Anomaly Detection
Nan Wang, Zizhao Zhang, Xibin Zhao, Quan Miao, Rongrong Ji, Yue Gao, "Exploring High-Order Correlations for Industry Anomaly Detection". IEEE Transactions on Industrial Electronics, 2019.
Hypergraph Neural Networks
Yifan Feng, Haoxuan You, Zizhao Zhang, Rongrong Ji, Yue Gao. "Hypergraph Neural Networks". AAAI Conference on Artificial Intelligence, 2019.
Hypergraph Induced Convolutional Networks for Visual Classification
Heyuan Shi, Yubo Zhang, Zizhao Zhang, Nan Ma, Xibin Zhao, Hai Wan, Yue Gao, Jiaguang Sun, "Hypergraph Induced Convolutional Networks for Visual Classification". IEEE Transactions on Neural Networks and Learning Systems, 2019.
Inductive Multi-Hypergraph Learning for View-Based 3D Object Classification
Zizhao Zhang, Haojie Lin, Xibin Zhao, Rongrong Ji, Yue Gao, "Inductive Multi-Hypergraph Learning for View-Based 3D Object Classification". IEEE Transactions on Image Processing, pp. 5957-5968, 2018.
GVCNN: Group-View Convolutional Neural Networks for 3D Shape Recognition
Yifan Feng, Zizhao Zhang, Xibin Zhao, Rongrong Ji, Yue Gao. "GVCNN: Group-View Convolutional Neural Networks for 3D Shape Recognition". IEEE Conference on Computer Vision and Pattern Recognition, pp. 264-272, 2018.
Dynamic Hypergraph Structure Learning
Zizhao Zhang, Haojie Lin, Yue Gao, "Dynamic Hypergraph Structure Learning", International Joint Conference on Artificial Intelligence, pp. 3162-3169, 2018.
Cross-Diffusion on Multi-Hypergraph for Multi-Modal 3D Object Recognition
Zizhao Zhang, Haojie Lin, Junjie Zhu, Xibin Zhao, Yue Gao, "Cross-Diffusion on Multi-Hypergraph for Multi-Modal 3D Object Recognition". Pacific-Rim Conference on Multimedia, pp. 38-49, 2018.
EMD Metric Learning
Zizhao Zhang, Yubo Zhang, Xibin Zhao, Yue Gao. "EMD Metric Learning". AAAI Conference on Artificial Intelligence, 2018.