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staff:morris [2018-11-08 17:58] |
staff:morris [2018-12-18 13:38] |
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[[http://sfb876.tu-dortmund.de/SPP/sfb876-a6.html|Resource-efficient Graph Mining]] | [[http://sfb876.tu-dortmund.de/SPP/sfb876-a6.html|Resource-efficient Graph Mining]] | ||
- | //Fun Fact:// My Erdős number is at most 4 (via Petra Mutzel → Peter Eades → Michel-Marie Deza → P. Erdős) | + | //Fun Fact:// My Erdős number is at most 3 (via Petra Mutzel → Bojan Mohar → P. Erdős) |
===== Publications ===== | ===== Publications ===== | ||
======= Refereed Conference Articles ======= | ======= Refereed Conference Articles ======= | ||
- | * **Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks** (Preprint ''[[https://arxiv.org/abs/1810.02244|arXiv:1810.02244]]'') \\ Christopher Morris, Martin Ritzert, Matthias Fey, William L. Hamilton, Jan Eric Lenssen, Gaurav Rattan, Martin Grohe,\\ // AAAI Conference on Artificial Intelligence (AAAI) 2019.//\\ [[https://github.com/chrsmrrs/k-gnn|[Source Code]]] | + | * **Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks** (Preprint ''[[https://arxiv.org/abs/1810.02244|arXiv:1810.02244]]'') \\ Christopher Morris, Martin Ritzert, Matthias Fey, William L. Hamilton, Jan Eric Lenssen, Gaurav Rattan, Martin Grohe,\\ // AAAI Conference on Artificial Intelligence (AAAI) 2019.//\\ [[https://github.com/chrsmrrs/k-gnn|[Source Code]]][[https://de.slideshare.net/ChristopherMorris104/weisfeiler-and-leman-go-neural-higherorder-graph-neural-networks|[Slides]]] |
- | * **Hierarchical Graph Representation Learning with Differentiable Pooling** (Preprint ''[[https://arxiv.org/abs/1806.08804|arXiv:1806.08804]]'') \\ Rex Ying, Jiaxuan You, Christopher Morris, Xiang Ren, William L. Hamilton, Jure Leskovec, \\ // Neural Information Processing Systems (NIPS) 2019, spotlight presentation, and KDD Deep Learning Day 2018.//\\ [[https://github.com/RexYing/graph-pooling|[Source Code]]] | + | * **[[http://papers.nips.cc/paper/7729-hierarchical-graph-representation-learning-with-differentiable-pooling|Hierarchical Graph Representation Learning with Differentiable Pooling]]** (Preprint ''[[https://arxiv.org/abs/1806.08804|arXiv:1806.08804]]'') \\ Rex Ying, Jiaxuan You, Christopher Morris, Xiang Ren, William L. Hamilton, Jure Leskovec, \\ // Neural Information Processing Systems (NeurIPS) 2019, spotlight presentation, and KDD Deep Learning Day 2018.//\\ [[https://github.com/RexYing/graph-pooling|[Source Code]]] |
* ** [[https://www.ijcai.org/proceedings/2018/325|A Property Testing Framework for the Theoretical | * ** [[https://www.ijcai.org/proceedings/2018/325|A Property Testing Framework for the Theoretical | ||
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* Ryan Ladwig (Student intern from [[http://www.nau.edu|NAU]], 2017): //Design and Implementation of k-disk Graph Kernels// | * Ryan Ladwig (Student intern from [[http://www.nau.edu|NAU]], 2017): //Design and Implementation of k-disk Graph Kernels// | ||
* Jannis Junge (MT, 2018): //Approximation des Graphenspektrums// | * Jannis Junge (MT, 2018): //Approximation des Graphenspektrums// | ||
- | * Marcel Walker (MT, 2018): //Dimensionsreduktion von Merkmalsvektoren// | + | * Marcel Walker (MT, 2018): //Systematisierung von neuronalen Netzen auf Graphen// |
* Nina Runde (BT, 2018): //Evaluation von Varianten des $k$-dimensionalen Weisfeiler-Leman Algorithmus // | * Nina Runde (BT, 2018): //Evaluation von Varianten des $k$-dimensionalen Weisfeiler-Leman Algorithmus // | ||
====== Sommersemester 2018 ====== | ====== Sommersemester 2018 ====== | ||
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* [[https://github.com/chrsmrrs/graphclassificationbib/|Bibliography]] | * [[https://github.com/chrsmrrs/graphclassificationbib/|Bibliography]] | ||
===== Activities ===== | ===== Activities ===== | ||
- | * 27.01.2019--01.02.2019: [[https://aaai.org/Conferences/AAAI-19/|AAAI Conference on Artificial Intelligence]] | + | * 27.01.2019--01.02.2019: [[https://aaai.org/Conferences/AAAI-19/|AAAI Conference on Artificial Intelligence]] (Poster) |
* 02.12.2018--08.12.2018: [[https://nips.cc/|Conference on Neural Information Processing Systems 2018 | * 02.12.2018--08.12.2018: [[https://nips.cc/|Conference on Neural Information Processing Systems 2018 | ||
- | ]] | + | ]] (Spotlight Talk + Poster) |
* 15.01.2018--31.03.2018: Research stay at Stanford University with [[http://cs.stanford.edu/~jure/|Jure Leskovec]] | * 15.01.2018--31.03.2018: Research stay at Stanford University with [[http://cs.stanford.edu/~jure/|Jure Leskovec]] | ||
* 18.11.2017--21.11.2017: [[http://http://icdm2017.bigke.org/|IEEE International Conference on Data Mining 2017]] (Talk) | * 18.11.2017--21.11.2017: [[http://http://icdm2017.bigke.org/|IEEE International Conference on Data Mining 2017]] (Talk) |