Graph Convolutional Networks report

literature.bib

@@ -0,0 +1,59 @@
+@article{shuman2013emerging,
+  title={The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains},
+  author={Shuman, David I and Narang, Sunil K and Frossard, Pascal and Ortega, Antonio and Vandergheynst, Pierre},
+  journal={IEEE signal processing magazine},
+  volume={30},
+  number={3},
+  pages={83--98},
+  year={2013},
+  publisher={IEEE}
+}
+
+@article{bruna2013spectral,
+  title={Spectral networks and locally connected networks on graphs},
+  author={Bruna, Joan and Zaremba, Wojciech and Szlam, Arthur and LeCun, Yann},
+  journal={arXiv preprint arXiv:1312.6203},
+  year={2013}
+}
+
+@inproceedings{defferrard2016convolutional,
+  title={Convolutional neural networks on graphs with fast localized spectral filtering},
+  author={Defferrard, Micha{\"e}l and Bresson, Xavier and Vandergheynst, Pierre},
+  booktitle={Advances in neural information processing systems},
+  pages={3844--3852},
+  year={2016}
+}
+
+@article{micheli2009neural,
+  title={Neural network for graphs: A contextual constructive approach},
+  author={Micheli, Alessio},
+  journal={IEEE Transactions on Neural Networks},
+  volume={20},
+  number={3},
+  pages={498--511},
+  year={2009},
+  publisher={IEEE}
+}
+
+@inproceedings{gilmer2017neural,
+  title={Neural message passing for quantum chemistry},
+  author={Gilmer, Justin and Schoenholz, Samuel S and Riley, Patrick F and Vinyals, Oriol and Dahl, George E},
+  booktitle={Proceedings of the 34th International Conference on Machine Learning-Volume 70},
+  pages={1263--1272},
+  year={2017},
+  organization={JMLR. org}
+}
+
+@article{fey2019fast,
+  title={Fast graph representation learning with PyTorch Geometric},
+  author={Fey, Matthias and Lenssen, Jan Eric},
+  journal={arXiv preprint arXiv:1903.02428},
+  year={2019}
+}
+
+@article{hamilton2017representation,
+  title={Representation learning on graphs: Methods and applications},
+  author={Hamilton, William L and Ying, Rex and Leskovec, Jure},
+  journal={arXiv preprint arXiv:1709.05584},
+  year={2017}
+}