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| | GitHub: | https://github.com/chrsmrrs | | | GitHub: | https://github.com/chrsmrrs | | ||
| - | ===== Research Interests ===== | + | **My homepage moved [[http://www.christophermorris.info|here]].** |
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| - | * Machine learning with graphs, | + | |
| - | * Algorithm Engineering, | + | |
| - | * Combinatorial optimization and graph algorithms | + | |
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| - | [[http://sfb876.tu-dortmund.de/index.html?p-selected=%27news%27|Collaborative Research Center | + | |
| - | SFB 876 - Providing Information by Resource-Constrained Data Analysis]] | + | |
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| - | [[http://sfb876.tu-dortmund.de/SPP/sfb876-a6.html|Resource-efficient Graph Mining]] | + | |
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| - | //Fun Fact:// My Erdős number is at most 4 (via Petra Mutzel → Peter Eades → Michel-Marie Deza → P. Erdős) | + | |
| - | ===== Publications ===== | + | |
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| - | ======= Refereed Conference Articles ======= | + | |
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| - | * ** [[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.// | + | |
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| - | * **[[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]]] | + | |
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| - | * **[[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]]] | + | |
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| - | * **[[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]]] | + | |
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| - | ======= Refereed Journal Articles ======= | + | |
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| - | * **[[http://onlinelibrary.wiley.com/doi/10.1002/mcda.1603/abstract|Output-sensitive Complexity of Multiobjective Combinatorial Optimization]]** (Preprint ''[[https://arxiv.org/abs/1610.07204|arXiv:1610.07204]]'') \\ [[staff:boekler|Fritz Bökler]], [[http://www.lancaster.ac.uk/lums/people/matthias-ehrgott|Matthias Ehrgott]], Christopher Morris, [[staff:mutzel|Petra Mutzel]], \\ //Journal of Multicriteria Decision Analysis,// 2016. | + | |
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| - | ======= Preprints and Working Papers ======= | + | |
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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]]. \\ | + | |
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| - | * **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. \\ | + | |
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| - | ===== Teaching ===== | + | |
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| - | ======= Supervised Students ======= | + | |
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| - | * 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 [[http://www.nau.edu|NAU]], 2017): //Design and Implementation of k-disk Graph Kernels// | + | |
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| - | ====== Sommersemester 2018 ====== | + | |
| - | * [[:teaching:seminarae-ss2018 | Seminar Algorithm Engineering]] | + | |
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| - | ====== Wintersemester 2017/18 ====== | + | |
| - | * [[:teaching:seminarae-ws2017 | Seminar Algorithm Engineering]] | + | |
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| - | ====== Sommersemester 2017 ====== | + | |
| - | * [[:teaching:seminarae-ss2017 | Seminar Algorithm Engineering]] | + | |
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| - | ====== Wintersemester 2016/17 ====== | + | |
| - | * [[https://www.lsf.tu-dortmund.de/qisserver/rds?state=verpublish&status=init&vmfile=no&publishid=175538&moduleCall=webInfo&publishConfFile=webInfo&publishSubDir=veranstaltung|PG 600: DeepNewsDive – Maschinen lesen Zeitung]] | + | |
| - | * [[teaching:fp_ae-ws2016|Fachprojekt Algorithm Engineering for Graph Data Mining]] | + | |
| - | * [[/staff/mutzel/prosemunplugged|Proseminar Algorithms Unplugged]] | + | |
| - | ======= Sommersemester 2016 ======= | + | |
| - | * [[https://www.lsf.tu-dortmund.de/qisserver/rds?state=verpublish&status=init&vmfile=no&publishid=175538&moduleCall=webInfo&publishConfFile=webInfo&publishSubDir=veranstaltung|PG 600: DeepNewsDive – Maschinen lesen Zeitung]] | + | |
| - | * [[:teaching:seminarae-ss2016 | Seminar Algorithm Engineering]] | + | |
| - | * [[:teaching:seminar-gdm-ss2016 | Seminar Graph Mining]] | + | |
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| - | ====== Wintersemester 2015/16 ====== | + | |
| - | * [[:teaching:seminarae-ws2015 | Seminar Algorithm Engineering]] | + | |
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| - | ===== Benchmark Data Sets ===== | + | |
| - | * [[staff:morris:graphkerneldatasets|Benchmark Data Sets for Graph Kernels]] | + | |
| - | ===== Bibliography of (Supervised) Graph Classification ===== | + | |
| - | * [[https://github.com/chrsmrrs/graphclassificationbib/|Bibliography]] | + | |
| - | ===== Activities ===== | + | |
| - | * 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) | + | |
| - | * 18.09.2017--22.09.2017: [[http://ecmlpkdd2017.ijs.si/|ECML PKKD 2017]] (Talk) | + | |
| - | * 19.06.2017--30.06.2017: [[http://mlss.tuebingen.mpg.de/2017/|The Machine Learning Summer School]] (Poster) | + | |
| - | * 09.06.2017--11.06.2017: [[http://highlightsofalgorithms.org/|Highlights of Algorithms 2017]] | + | |
| - | * 12.12.2016--15.12.2016: [[http://icdm2016.eurecat.org/|IEEE International Conference on Data Mining 2016 ]] (Talk) | + | |
| - | * 22.02.--26.02.2016: [[http://www.cse.iitm.ac.in/abd/?mode=Home|Indo-German Spring School on Algorithms for Big Data]] | + | |
| - | * 28.09.--30.09.2015: [[http://ls2-www.cs.uni-dortmund.de/acbd|ACBD 2015 -- Algorithmic Challenges of Big Data]] | + | |
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