Curvature Graph Network
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Chao Chen | Tengfei Ma | Ze Ye | Kin Sum Liu | Jie Gao | Tengfei Ma | Jie Gao | Ze Ye | Chao Chen
[1] Kathryn B. Laskey,et al. Stochastic blockmodels: First steps , 1983 .
[2] S. Yau,et al. Ricci curvature of graphs , 2011 .
[3] Jure Leskovec,et al. Hierarchical Graph Representation Learning with Differentiable Pooling , 2018, NeurIPS.
[4] Cristopher Moore,et al. Asymptotic analysis of the stochastic block model for modular networks and its algorithmic applications , 2011, Physical review. E, Statistical, nonlinear, and soft matter physics.
[5] Max Welling,et al. Semi-Supervised Classification with Graph Convolutional Networks , 2016, ICLR.
[6] Marco Cuturi,et al. Sinkhorn Distances: Lightspeed Computation of Optimal Transport , 2013, NIPS.
[7] Richard S. Zemel,et al. Gated Graph Sequence Neural Networks , 2015, ICLR.
[8] Alessandro Sperduti,et al. Supervised neural networks for the classification of structures , 1997, IEEE Trans. Neural Networks.
[9] Karl-Theodor Sturm,et al. On the geometry of metric measure spaces. II , 2006 .
[10] C. Villani,et al. Ricci curvature for metric-measure spaces via optimal transport , 2004, math/0412127.
[11] Anton van den Hengel,et al. Image-Based Recommendations on Styles and Substitutes , 2015, SIGIR.
[12] Karl-Theodor Sturm,et al. Mass transportation and rough curvature bounds for discrete spaces , 2009 .
[13] Joan Bruna,et al. Spectral Networks and Locally Connected Networks on Graphs , 2013, ICLR.
[14] Ah Chung Tsoi,et al. The Graph Neural Network Model , 2009, IEEE Transactions on Neural Networks.
[15] Y. Ollivier. Ricci curvature of Markov chains on metric spaces , 2007, math/0701886.
[16] Robin Forman,et al. Bochner's Method for Cell Complexes and Combinatorial Ricci Curvature , 2003, Discret. Comput. Geom..
[17] Martin Grohe,et al. Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks , 2018, AAAI.
[18] Duncan J. Watts,et al. Collective dynamics of ‘small-world’ networks , 1998, Nature.
[19] Lise Getoor,et al. Collective Classification in Network Data , 2008, AI Mag..
[20] Emil Saucan,et al. Forman-Ricci Flow for Change Detection in Large Dynamic Data Sets , 2016, Axioms.
[21] Jure Leskovec,et al. Inductive Representation Learning on Large Graphs , 2017, NIPS.
[22] Jie Gao,et al. Ricci curvature of the Internet topology , 2015, 2015 IEEE Conference on Computer Communications (INFOCOM).
[23] Jason Altschuler,et al. Near-linear time approximation algorithms for optimal transport via Sinkhorn iteration , 2017, NIPS.
[24] Emil Saucan,et al. Characterizing complex networks with Forman-Ricci curvature and associated geometric flows , 2016, J. Complex Networks.
[25] Xavier Bresson,et al. Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering , 2016, NIPS.
[26] M. Newman,et al. Renormalization Group Analysis of the Small-World Network Model , 1999, cond-mat/9903357.
[27] Jonathan Masci,et al. Geometric Deep Learning on Graphs and Manifolds Using Mixture Model CNNs , 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[28] Jon M. Kleinberg,et al. Navigation in a small world , 2000, Nature.
[29] Jie Gao,et al. Network Alignment by Discrete Ollivier-Ricci Flow , 2018, GD.
[30] Jure Leskovec,et al. How Powerful are Graph Neural Networks? , 2018, ICLR.
[31] Stephan Günnemann,et al. Pitfalls of Graph Neural Network Evaluation , 2018, ArXiv.
[32] Joan Bruna,et al. Deep Convolutional Networks on Graph-Structured Data , 2015, ArXiv.
[33] F. Scarselli,et al. A new model for learning in graph domains , 2005, Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005..
[34] Alessandro Sperduti,et al. A general framework for adaptive processing of data structures , 1998, IEEE Trans. Neural Networks.