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Xiaowen Dong

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Adversarial Attacks on Graph Classification via Bayesian Optimisation

Nov 04, 2021
Xingchen Wan, Henry Kenlay, Binxin Ru, Arno Blaas, Michael A. Osborne, Xiaowen Dong

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Adaptive Gaussian Processes on Graphs via Spectral Graph Wavelets

Oct 25, 2021
Felix L. Opolka, Yin-Cong Zhi, Pietro Liò, Xiaowen Dong

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Learning to Learn Graph Topologies

Oct 19, 2021
Xingyue Pu, Tianyue Cao, Xiaoyun Zhang, Xiaowen Dong, Siheng Chen

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Beltrami Flow and Neural Diffusion on Graphs

Oct 18, 2021
Benjamin Paul Chamberlain, James Rowbottom, Davide Eynard, Francesco Di Giovanni, Xiaowen Dong, Michael M Bronstein

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Local2Global: Scaling global representation learning on graphs via local training

Jul 26, 2021
Lucas G. S. Jeub, Giovanni Colavizza, Xiaowen Dong, Marya Bazzi, Mihai Cucuringu

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Interpretable Stability Bounds for Spectral Graph Filters

Feb 18, 2021
Henry Kenlay, Dorina Thanou, Xiaowen Dong

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On the Stability of Graph Convolutional Neural Networks under Edge Rewiring

Oct 26, 2020
Henry Kenlay, Dorina Thanou, Xiaowen Dong

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Kernel-based Graph Learning from Smooth Signals: A Functional Viewpoint

Aug 23, 2020
Xingyue Pu, Siu Lun Chau, Xiaowen Dong, Dino Sejdinovic

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Graph signal processing for machine learning: A review and new perspectives

Jul 31, 2020
Xiaowen Dong, Dorina Thanou, Laura Toni, Michael Bronstein, Pascal Frossard

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Neural Architecture Search using Bayesian Optimisation with Weisfeiler-Lehman Kernel

Jun 13, 2020
Binxin Ru, Xingchen Wan, Xiaowen Dong, Michael Osborne

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