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3D Equivariant Molecular Graph Pretraining


Jul 20, 2022
Rui Jiao, Jiaqi Han, Wenbing Huang, Yu Rong, Yang Liu


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Similarity-aware Positive Instance Sampling for Graph Contrastive Pre-training


Jun 23, 2022
Xueyi Liu, Yu Rong, Tingyang Xu, Fuchun Sun, Wenbing Huang, Junzhou Huang

* 31 pages, 2 figures 

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Semi-Supervised Hierarchical Graph Classification


Jun 11, 2022
Jia Li, Yongfeng Huang, Heng Chang, Yu Rong

* arXiv admin note: substantial text overlap with arXiv:1904.05003 

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Towards Diverse and Natural Scene-aware 3D Human Motion Synthesis


May 25, 2022
Jingbo Wang, Yu Rong, Jingyuan Liu, Sijie Yan, Dahua Lin, Bo Dai


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A Survey of Trustworthy Graph Learning: Reliability, Explainability, and Privacy Protection


May 23, 2022
Bingzhe Wu, Jintang Li, Junchi Yu, Yatao Bian, Hengtong Zhang, CHaochao Chen, Chengbin Hou, Guoji Fu, Liang Chen, Tingyang Xu, Yu Rong, Xiaolin Zheng, Junzhou Huang, Ran He, Baoyuan Wu, GUangyu Sun, Peng Cui, Zibin Zheng, Zhe Liu, Peilin Zhao

* Preprint; Work in progress. arXiv admin note: substantial text overlap with arXiv:2202.07114 

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Hypergraph Convolutional Networks via Equivalency between Hypergraphs and Undirected Graphs


Apr 06, 2022
Jiying Zhang, Fuyang Li, Xi Xiao, Tingyang Xu, Yu Rong, Junzhou Huang, Yatao Bian


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Fine-Tuning Graph Neural Networks via Graph Topology induced Optimal Transport


Mar 20, 2022
Jiying Zhang, Xi Xiao, Long-Kai Huang, Yu Rong, Yatao Bian

* 24 pages, 13 figures 

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Smoothing Matters: Momentum Transformer for Domain Adaptive Semantic Segmentation


Mar 15, 2022
Runfa Chen, Yu Rong, Shangmin Guo, Jiaqi Han, Fuchun Sun, Tingyang Xu, Wenbing Huang


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Equivariant Graph Mechanics Networks with Constraints


Mar 12, 2022
Wenbing Huang, Jiaqi Han, Yu Rong, Tingyang Xu, Fuchun Sun, Junzhou Huang


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