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Junzhou Huang
Junzhou Huang
Jenkins Garrett Professor, Computer Science and Engineering, the University of Texas at Arlington
Verified email at uta.edu - Homepage
Title
Cited by
Cited by
Year
Dropedge: Towards deep graph convolutional networks on node classification
Y Rong, W Huang, T Xu, J Huang
ICLR 2020 (arXiv preprint arXiv:1907.10903), 2019
12542019
Adaptive graph convolutional neural networks
R Li, S Wang, F Zhu, J Huang
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
7842018
Robust visual tracking using local sparse appearance model and k-selection
B Liu, J Huang, C Kulikowski, L Yang
IEEE transactions on pattern analysis and machine intelligence 35 (12), 2968 …, 2012
7492012
Discrimination-aware channel pruning for deep neural networks
Z Zhuang, M Tan, B Zhuang, J Liu, Y Guo, Q Wu, J Huang, J Zhu
NeurIPS 2018 (arXiv preprint arXiv:1810.11809), 2018
6842018
Learning with structured sparsity
J Huang, T Zhang, D Metaxas
Proceedings of the 26th Annual International Conference on Machine Learning …, 2009
6592009
The benefit of group sparsity
J Huang, T Zhang
The Annals of Statistics 38 (4), 1978-2004, 2010
6282010
Self-supervised graph transformer on large-scale molecular data
Y Rong, Y Bian, T Xu, W Xie, Y Wei, W Huang, J Huang
Advances in Neural Information Processing Systems 33, 12559-12571, 2020
5432020
Large-scale multi-view spectral clustering via bipartite graph
Y Li, F Nie, H Huang, J Huang
Proceedings of the AAAI conference on artificial intelligence 29 (1), 2015
5212015
Adaptive sampling towards fast graph representation learning
W Huang, T Zhang, Y Rong, J Huang
NeurIPS 2018 (arXiv preprint arXiv:1809.05343), 2018
5102018
Graph convolutional networks for temporal action localization
R Zeng, W Huang, M Tan, Y Rong, P Zhao, J Huang, C Gan
Proceedings of the IEEE/CVF international conference on computer vision …, 2019
4912019
Rumor detection on social media with bi-directional graph convolutional networks
T Bian, X Xiao, T Xu, P Zhao, W Huang, Y Rong, J Huang
Proceedings of the AAAI conference on artificial intelligence 34 (01), 549-556, 2020
4792020
Graph representation learning via graphical mutual information maximization
Z Peng, W Huang, M Luo, Q Zheng, Y Rong, T Xu, J Huang
Proceedings of The Web Conference 2020, 259-270, 2020
4682020
Learning active facial patches for expression analysis
L Zhong, Q Liu, P Yang, B Liu, J Huang, DN Metaxas
2012 IEEE Conference on Computer Vision and Pattern Recognition, 2562-2569, 2012
4572012
Intra-protein binding peptide fragments have specific and intrinsic sequence patterns
Y Wang, J Huang, W Li, S Wang, C Ding
arXiv preprint arXiv:1702.08078, 2017
4532017
Progressive feature alignment for unsupervised domain adaptation
C Chen, W Xie, W Huang, Y Rong, X Ding, Y Huang, T Xu, J Huang
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019
4222019
Efficient MR image reconstruction for compressed MR imaging
J Huang, S Zhang, D Metaxas
Medical Image Analysis 15 (5), 670-679, 2011
3782011
Pose-free facial landmark fitting via optimized part mixtures and cascaded deformable shape model
X Yu, J Huang, S Zhang, W Yan, DN Metaxas
Proceedings of the IEEE international conference on computer vision, 1944-1951, 2013
3272013
Towards robust and effective shape modeling: Sparse shape composition
S Zhang, Y Zhan, M Dewan, J Huang, DN Metaxas, XS Zhou
Medical image analysis 16 (1), 265-277, 2012
2932012
Early triage of critically ill COVID-19 patients using deep learning
W Liang, J Yao, A Chen, Q Lv, M Zanin, J Liu, SS Wong, Y Li, J Lu, ...
Nature communications 11 (1), 3543, 2020
2892020
Whole slide images based cancer survival prediction using attention guided deep multiple instance learning networks
J Yao, X Zhu, J Jonnagaddala, N Hawkins, J Huang
Medical Image Analysis 65, 101789, 2020
2812020
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