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staff:morris [2018-09-13 10:25]
Christopher Morris [Activities]
staff:morris [2018-11-13 19:55] (current)
Christopher Morris [Refereed Conference Articles]
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 ======= Refereed Conference Articles ======= ======= Refereed Conference Articles =======
  
-  * **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. //+  ​* **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]]]
  
   * ** [[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
-Expressivity of Graph Kernels]] ** \\ [[staff:​kriege|Nils M. Kriege]], Christopher Morris, ​[[http://​ls2-www.cs.tu-dortmund.de/​grav/​de/​grav_files/​people/​rey|Anja Rey]][[http://​ls2-www.cs.tu-dortmund.de/​grav/​de/​grav_files/​people/​sohler/​|Christian Sohler]], \\ // International Joint Conference on Artificial Intelligence (IJCAI) 2018.//+Expressivity of Graph Kernels]] ** \\ Nils M. Kriege, Christopher Morris, Anja Rey, Christian Sohler, \\ // International Joint Conference on Artificial Intelligence (IJCAI) 2018.//
  
-  * **[[http://​ieeexplore.ieee.org/​document/​8215505/​|Glocalized Weisfeiler-Lehman Graph Kernels: Global-Local Feature Maps of Graphs]] ** (Preprint ''​[[https://​arxiv.org/​abs/​1703.02379|arXiv:​1703.02379]]''​) \\ Christopher Morris, ​[[http://​www.ml.informatik.tu-darmstadt.de/​|Kristian Kersting]] ​[[staff:​mutzel|Petra Mutzel]], \\ //IEEE International Conference on Data Mining (IEEE ICDM) 2017, full paper.//\\ [[https://​github.com/​chrsmrrs/​glocalwl|[Source Code]]] [[https://​de.slideshare.net/​ChristopherMorris104/​glocalized-weisfeilerlehman-graph-kernels-globallocal-feature-maps-of-graphs-82159453|[Slides]]]+  * **[[http://​ieeexplore.ieee.org/​document/​8215505/​|Glocalized Weisfeiler-Lehman Graph Kernels: Global-Local Feature Maps of Graphs]] ** (Preprint ''​[[https://​arxiv.org/​abs/​1703.02379|arXiv:​1703.02379]]''​) \\ Christopher Morris, Kristian Kersting, Petra Mutzel, \\ //IEEE International Conference on Data Mining (IEEE ICDM) 2017, full paper.//\\ [[https://​github.com/​chrsmrrs/​glocalwl|[Source Code]]] [[https://​de.slideshare.net/​ChristopherMorris104/​glocalized-weisfeilerlehman-graph-kernels-globallocal-feature-maps-of-graphs-82159453|[Slides]]]
  
-  * **[[https://​link.springer.com/​chapter/​10.1007%2F978-3-319-71273-4_37|Recent Advances in Kernel-Based Graph Classification]]** \\ [[staff:​kriege|Nils M. Kriege]], Christopher Morris\\ // European Conference on Machine Learning & Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) 2017, Nectar Track.//\\ [[https://​de.slideshare.net/​secret/​dKvWYSuOwqSObF|[Slides]]]+  * **[[https://​link.springer.com/​chapter/​10.1007%2F978-3-319-71273-4_37|Recent Advances in Kernel-Based Graph Classification]]** \\ Nils M. Kriege, Christopher Morris,\\ // European Conference on Machine Learning & Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) 2017, nectar track.//\\ [[https://​de.slideshare.net/​secret/​dKvWYSuOwqSObF|[Slides]]]
  
-  * **[[http://​ieeexplore.ieee.org/​document/​7837955/​|Faster Kernels for Graphs with Continuous Attributes via Hashing]]** (Preprint ''​[[https://​arxiv.org/​abs/​1610.00064|arXiv:​1610.00064]]''​) \\ Christopher Morris, ​[[staff:​kriege|Nils M. Kriege]][[http://​www-ai.cs.uni-dortmund.de/​PERSONAL/​kersting.html|Kristian Kersting]],  ​[[staff:​mutzel|Petra Mutzel]], \\ //IEEE International Conference on Data Mining (IEEE ICDM) 2016.//​\\ ​ [[https://​github.com/​chrsmrrs/​hashgraphkernel|[Source Code]]]+  * **[[http://​ieeexplore.ieee.org/​document/​7837955/​|Faster Kernels for Graphs with Continuous Attributes via Hashing]]** (Preprint ''​[[https://​arxiv.org/​abs/​1610.00064|arXiv:​1610.00064]]''​) \\ Christopher Morris, Nils M. Kriege, Kristian Kersting, ​ Petra Mutzel, \\ //IEEE International Conference on Data Mining (IEEE ICDM) 2016.//​\\ ​ [[https://​github.com/​chrsmrrs/​hashgraphkernel|[Source Code]]]
  
  
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   * **A Unifying View of Explicit and Implicit Feature Maps for Structured Data: Systematic Studies of Graph Kernels** ​ (Preprint ''​[[https://​arxiv.org/​abs/​1703.00676|arXiv:​1703.00676]]''​) \\ [[staff:​kriege|Nils M. Kriege]], [[https://​sites.wustl.edu/​neumann|Marion Neumann]], Christopher Morris, [[http://​www-ai.cs.uni-dortmund.de/​PERSONAL/​kersting.html|Kristian Kersting]], [[staff:​mutzel|Petra Mutzel]]. \\   * **A Unifying View of Explicit and Implicit Feature Maps for Structured Data: Systematic Studies of Graph Kernels** ​ (Preprint ''​[[https://​arxiv.org/​abs/​1703.00676|arXiv:​1703.00676]]''​) \\ [[staff:​kriege|Nils M. Kriege]], [[https://​sites.wustl.edu/​neumann|Marion Neumann]], Christopher Morris, [[http://​www-ai.cs.uni-dortmund.de/​PERSONAL/​kersting.html|Kristian Kersting]], [[staff:​mutzel|Petra Mutzel]]. \\
 +
 +
  
  
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 ======= Supervised Students ======= ======= Supervised Students =======
- 
   * Marcel Walker (BT, 2016): //​Dimensionsreduktion von Merkmalsvektoren   * Marcel Walker (BT, 2016): //​Dimensionsreduktion von Merkmalsvektoren
 für explizite Graphkerne//​ für explizite Graphkerne//​
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   * Franka Bause (BT, 2017): //​Approximation der Editierdistanz für Graphen in linearer Zeit//   * Franka Bause (BT, 2017): //​Approximation der Editierdistanz für Graphen in linearer Zeit//
   * 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//​ 
 +  * Marcel Walker (MT, 2018): //​Dimensionsreduktion von Merkmalsvektoren//​ 
 +  * Nina Runde (BT, 2018): //​Evaluation von Varianten des $k$-dimensionalen Weisfeiler-Leman Algorithmus ​ //
 ====== Sommersemester 2018 ====== ====== Sommersemester 2018 ======
   * [[:​teaching:​seminarae-ss2018 | Seminar Algorithm Engineering]]   * [[:​teaching:​seminarae-ss2018 | Seminar Algorithm Engineering]]
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   * [[https://​github.com/​chrsmrrs/​graphclassificationbib/​|Bibliography]]   * [[https://​github.com/​chrsmrrs/​graphclassificationbib/​|Bibliography]]
 ===== Activities ===== ===== Activities =====
-  * 02.12.2018--08.12.2018:​ [[http://cs.stanford.edu/​~jure/​|Conference on Neural Information Processing Systems 2018+  ​* 27.01.2019--01.02.2019:​ [[https://​aaai.org/​Conferences/​AAAI-19/​|AAAI Conference on Artificial Intelligence]] 
 +  ​* 02.12.2018--08.12.2018:​ [[https://nips.cc/​|Conference on Neural Information Processing Systems 2018
 ]] ]]
   * 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]]
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   * 28.09.--30.09.2015:​ [[http://​ls2-www.cs.uni-dortmund.de/​acbd|ACBD 2015 -- Algorithmic Challenges of Big Data]]   * 28.09.--30.09.2015:​ [[http://​ls2-www.cs.uni-dortmund.de/​acbd|ACBD 2015 -- Algorithmic Challenges of Big Data]]
   ​   ​
-  ​+
 
Last modified: 2018-09-13 10:25 by Christopher Morris
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