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A Dataset-Dispersion Perspective on Reconstruction Versus Recognition in Single-View 3D Reconstruction Networks


Nov 30, 2021
Yefan Zhou, Yiru Shen, Yujun Yan, Chen Feng, Yaoqing Yang

* Accepted to 3DV 2021 

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Augmentations in Graph Contrastive Learning: Current Methodological Flaws & Towards Better Practices


Nov 05, 2021
Puja Trivedi, Ekdeep Singh Lubana, Yujun Yan, Yaoqing Yang, Danai Koutra

* 8 pages, 4 figures 

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Two Sides of the Same Coin: Heterophily and Oversmoothing in Graph Convolutional Neural Networks


Feb 24, 2021
Yujun Yan, Milad Hashemi, Kevin Swersky, Yaoqing Yang, Danai Koutra

* 8 pages main paper + 7 pages appendix 

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Benchmarking Semi-supervised Federated Learning


Aug 26, 2020
Zhengming Zhang, Zhewei Yao, Yaoqing Yang, Yujun Yan, Joseph E. Gonzalez, Michael W. Mahoney


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Neural Execution Engines: Learning to Execute Subroutines


Jun 23, 2020
Yujun Yan, Kevin Swersky, Danai Koutra, Parthasarathy Ranganathan, Milad Hashemi


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Generalizing Graph Neural Networks Beyond Homophily


Jun 20, 2020
Jiong Zhu, Yujun Yan, Lingxiao Zhao, Mark Heimann, Leman Akoglu, Danai Koutra


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