Hongyang Gao

Towards Deeper Graph Neural Networks

Meng Liu, Hongyang Gao, Shuiwang Ji · 2020 · 476 citations · Full text

Deep Neural Networks, Graph Representation Learning, Graph Theory +12

Graph U-Nets

Hongyang Gao, Shuiwang Ji · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2021 · 222 citations

Graph Representation Learning, Machine Learning, Graph Theory +11

Graph U-Nets

Hongyang Gao, Shuiwang Ji · arXiv (Cornell University) · 2019 · 213 citations · Full text

Convolutional Neural Network, Graph Neural Network, Graph Representation Learning +12

Deep Adversarial Learning for Multi-Modality Missing Data Completion

Lei Cai, Zhengyang Wang, Hongyang Gao et al. · 2018 · 153 citations · Full text

Engineering, Machine Learning, Autoencoders +16

Pixel Transposed Convolutional Networks

Hongyang Gao, Hao Yuan, Zhengyang Wang et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2019 · 131 citations

Convolutional Neural Network, Engineering, Machine Learning +16