Christopher Morris

Room: 238
Phone: +49 231 755-7707
Fax: +49 231 755-7740
E-Mail: christopher.morristu-dortmund.de
GitHub: https://github.com/chrsmrrs

Research Interests

  • Machine learning with graphs, in particular graph kernels, graph embeddings, feature learning,
  • Algorithm Engineering,
  • Combinatorial optimization and graph algorithms

Collaborative Research Center SFB 876 - Providing Information by Resource-Constrained Data Analysis

Resource-efficient Graph Mining

Fun Fact: My Erdős number is at most 4 (via Petra Mutzel → Peter Eades → Michel-Marie Deza → P. Erdős)

Publications

Refereed Conference Articles

Refereed Journal Articles

Preprints and Working Papers

  • Hierarchical Graph Representation Learning with Differentiable Pooling (Preprint arXiv:1806.08804)
    Rex Ying, Jiaxuan You, Christopher Morris, Xiang Ren, William L. Hamilton, Jure Leskovec.

Teaching

Supervised Students

  • Marcel Walker (BT, 2016): Dimensionsreduktion von Merkmalsvektoren für explizite Graphkerne
  • Christopher Osthues (BT, 2016): Experimenteller Vergleich von Labeling-Verfahren für Graphkerne
  • Serdar Ayaz (BT, 2016): Approximation des Weisfeiler-Lehman-Isomorphie-Tests durch Sampling
  • Franka Bause (BT, 2017): Approximation der Editierdistanz für Graphen in linearer Zeit
  • Ryan Ladwig (Student intern from NAU, 2017): Design and Implementation of k-disk Graph Kernels

Sommersemester 2018

Wintersemester 2017/18

Sommersemester 2017

Wintersemester 2016/17

Sommersemester 2016

Wintersemester 2015/16

Benchmark Data Sets

Bibliography of (Supervised) Graph Classification

Activities

 
Last modified: 2018-07-18 23:48 by Christopher Morris
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