3DLinker: An E(3) Equivariant Variational Autoencoder for Molecular Linker Design Yinan Huang, Xingang Peng, Jianzhu Ma, Muhan Zhang ICML 2022 下载 查看更多
GLASS: GNN with Labeling Tricks for Subgraph Representation Learning Xiyuan Wang, Muhan Zhang ICLR 2022 下载 查看更多
Equivariant and Stable Positional Encoding for More Powerful Graph Neural Networks Haorui Wang, Haoteng Yin, Muhan Zhang, Pan Li ICLR 2022 下载 查看更多
Latent Diffusion Energy-Based Model for Interpretable Text Modeling Peiyu Yu, Sirui Xie, Xiaojian Ma, Baoxiong Jia, Bo Pang, Ruiqi Gao, Yixin Zhu, Ying Nian Wu, Song-Chun Zhu ICML 2022 下载 查看更多
Decoupling the Depth and Scope of Graph Neural Networks Hanqing Zeng, Muhan Zhang, Yinglong Xia, Ajitesh Srivastava, Andrey Malevich, Rajgopal Kannan, Viktor Prasanna, Long Jin, Ren Chen NeurIPS 2021 下载 查看更多
Labeling Trick: A Theory of Using Graph Neural Networks for Multi-Node Representation Learning Muhan Zhang, Pan Li, Yinglong Xia, Kai Wang, Long Jin NeurIPS 2021 下载 查看更多