Zhengyang Wang
Zhengyang Wang
Applied Scientist, Amazon.com
Verified email at amazon.com - Homepage
Title
Cited by
Cited by
Year
Large-scale learnable graph convolutional networks
H Gao, Z Wang, S Ji
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
2012018
Smoothed dilated convolutions for improved dense prediction
Z Wang, S Ji
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
512018
Pixel Transposed Convolutional Networks
H Gao, H Yuan, Z Wang, S Ji
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019
48*2019
ChannelNets: Compact and efficient convolutional neural networks via channel-wise convolutions
H Gao, Z Wang, S Ji
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
312020
Deep adversarial learning for multi-modality missing data completion
L Cai, Z Wang, H Gao, D Shen, S Ji
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
312018
Non-local U-Nets for Biomedical Image Segmentation
Z Wang, N Zou, D Shen, S Ji
Proceedings of the 34th AAAI Conference on Artificial Intelligence (AAAI), 2020
26*2020
Non-Local Graph Neural Networks
M Liu, Z Wang, S Ji
https://arxiv.org/abs/2005.14612, 2020
142020
Global pixel transformers for virtual staining of microscopy images
Y Liu, H Yuan, Z Wang, S Ji
IEEE transactions on medical imaging 39 (6), 2256-2266, 2020
9*2020
Computational modeling of cellular structures using conditional deep generative networks
H Yuan, L Cai, Z Wang, X Hu, S Zhang, S Ji
Bioinformatics 35 (12), 2141-2149, 2019
92019
Advanced graph and sequence neural networks for molecular property prediction and drug discovery
Z Wang, M Liu, Y Luo, Z Xu, Y Xie, L Wang, L Cai, S Ji
arXiv preprint arXiv:2012.01981, 2020
7*2020
Learning convolutional text representations for visual question answering
Z Wang, S Ji
Proceedings of the 2018 SIAM International Conference on Data Mining, 594-602, 2018
72018
Second-Order Pooling for Graph Neural Networks
Z Wang, S Ji
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
42020
Global voxel transformer networks for augmented microscopy
Z Wang, Y Xie, S Ji
Nature Machine Intelligence, 2021
32021
CorDEL: A contrastive deep learning approach for entity linkage
Z Wang, B Sisman, H Wei, XL Dong, S Ji
arXiv preprint arXiv:2009.07203, 2020
32020
Spatial Variational Auto-Encoding via Matrix-Variate Normal Distributions
Z Wang, H Yuan, S Ji
Proceedings of the 2019 SIAM International Conference on Data Mining, 648-656, 2019
32019
Noise2Same: Optimizing A Self-Supervised Bound for Image Denoising
Y Xie, Z Wang, S Ji
arXiv preprint arXiv:2010.11971, 2020
22020
iCapsNets: Towards Interpretable Capsule Networks for Text Classification
Z Wang, X Hu, S Ji
https://arxiv.org/abs/2006.00075, 2020
22020
Self-Supervised Learning of Graph Neural Networks: A Unified Review
Y Xie, Z Xu, Z Wang, S Ji
arXiv preprint arXiv:2102.10757, 2021
12021
Kronecker Attention Networks
H Gao, Z Wang, S Ji
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
12020
Towards Improved and Interpretable Deep Metric Learning via Attentive Grouping
X Xu, Z Wang, C Deng, H Yuan, S Ji
arXiv preprint arXiv:2011.08877, 2020
2020
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