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64 Results
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Poster
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Tue 1:00 |
AdaGCN: Adaboosting Graph Convolutional Networks into Deep Models Ke Sun · Zhanxing Zhu · Zhouchen Lin |
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Poster
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Wed 1:00 |
Simple Spectral Graph Convolution Hao Zhu · Piotr Koniusz |
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Poster
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Wed 17:00 |
A PAC-Bayesian Approach to Generalization Bounds for Graph Neural Networks Renjie Liao · Raquel Urtasun · Richard Zemel |
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Poster
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Mon 1:00 |
Isometric Transformation Invariant and Equivariant Graph Convolutional Networks Masanobu Horie · Naoki Morita · Toshiaki Hishinuma · Yu Ihara · Naoto Mitsume |
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Spotlight
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Mon 21:36 |
Graph Convolution with Low-rank Learnable Local Filters Xiuyuan Cheng · Zichen Miao · Qiang Qiu |
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Workshop
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Fri 14:50 |
Don't Stack Layers in Graph Neural Networks, Wire Them Randomly Diego Valsesia · Giulia Fracastoro · Enrico Magli |
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Poster
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Thu 9:00 |
Graph Coarsening with Neural Networks Chen Cai · Dingkang Wang · Yusu Wang |
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Poster
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Mon 9:00 |
Graph Convolution with Low-rank Learnable Local Filters Xiuyuan Cheng · Zichen Miao · Qiang Qiu |
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Poster
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Thu 17:00 |
Generative Scene Graph Networks Fei Deng · Zhuo Zhi · Donghun Lee · Sungjin Ahn |
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Poster
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Wed 9:00 |
On the Bottleneck of Graph Neural Networks and its Practical Implications Uri Alon · Eran Yahav |
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Poster
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Mon 17:00 |
Spatio-Temporal Graph Scattering Transform Chao Pan · Siheng Chen · Antonio Ortega |
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Poster
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Tue 17:00 |
On Graph Neural Networks versus Graph-Augmented MLPs Lei Chen · Zhengdao Chen · Joan Bruna |