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ScoreMix: A Scalable Augmentation Strategy for Training GANs with Limited Data


Nov 04, 2022
Jie Cao, Mandi Luo, Junchi Yu, Ming-Hsuan Yang, Ran He

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Finding Diverse and Predictable Subgraphs for Graph Domain Generalization


Jun 19, 2022
Junchi Yu, Jian Liang, Ran He

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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

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

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Improving Subgraph Recognition with Variational Graph Information Bottleneck


Dec 18, 2021
Junchi Yu, Jie Cao, Ran He

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Towards the Explanation of Graph Neural Networks in Digital Pathology with Information Flows


Dec 18, 2021
Junchi Yu, Tingyang Xu, Ran He

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Recognizing Predictive Substructures with Subgraph Information Bottleneck


Mar 20, 2021
Junchi Yu, Tingyang Xu, Yu Rong, Yatao Bian, Junzhou Huang, Ran He

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* arXiv admin note: substantial text overlap with arXiv:2010.05563 

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Graph Information Bottleneck for Subgraph Recognition


Oct 12, 2020
Junchi Yu, Tingyang Xu, Yu Rong, Yatao Bian, Junzhou Huang, Ran He

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Cosmetic-Aware Makeup Cleanser


Apr 20, 2020
Yi Li, Huaibo Huang, Junchi Yu, Ran He, Tieniu Tan

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* Accepted by BTAS 2019 (the 10th IEEE International Conference on Biometrics: Theory, Applications and Systems) 

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