About Me
Abdulkadir Çelikkanat‬
I'm currently a Ph.D. student at Centre for Visual Computing laboratory of CentraleSupélec, Paris-Saclay University under the supervision of Assistant Prof. Fragkiskos D. Malliaros and Prof. Nikos Paragios. Before my Ph.D. studies, I received my Bachelor degree in Mathematics and my Master's degree in Computer Engineering from Boğaziçi University, where I worked with Prof. Ali Taylan Cemgil.

My research mainly focuses on the analysis of graph-structured data. In particular, I am interested in graph representation learning with applications such as link prediction, classification, data visualization and network analysis.
Publications
2020
Exponential Family Graph Embeddings
Abdulkadir Çelikkanat and Fragkiskos D. Malliaros.
AAAI Conference on Artificial Intelligence (AAAI), 3357-3364, New York City, New York, 2020.
[arXiv: PDF] [Doi: LINK] [Code: LINK]
2019
Learning Node Embeddings with Exponential Family Distributions
Abdulkadir Çelikkanat and Fragkiskos D. Malliaros.
NeurIPS Graph Representation Learning Workshop (NeurIPS-GRL), Vancouver, Canada, 2019.
[arXiv: PDF] [Code: LINK]
Kernel Node Embeddings
Abdulkadir Çelikkanat and Fragkiskos D. Malliaros.
7th IEEE Global Conference on Signal and Information Processing (GlobalSIP), Ottawa, Canada, November 2019.
[arXiv: PDF] [Code: LINK]
2018
TNE: A Latent Model for Representation Learning on Networks
Abdulkadir Çelikkanat and Fragkiskos D. Malliaros.
NeurIPS Relational Representation Learning Workshop (NeurIPS-R2L), Montréal, Canada, 2018.
[arXiv: PDF] [Poster: LINK] [Code: LINK]



Teaching
ST2: Mathematical Modeling of Propagation Phenomena - Propagation on Graphs
1st year, CentraleSupélec, Winter 2020
Teaching Assistant
ST2: Mathematical Modeling of Propagation Phenomena - Propagation on Graphs
1st year, CentraleSupélec, Winter 2019
Teaching Assistant
NGSA: Network Science Analytics, Applied Math
3rd year, CentraleSupélec, M.Sc. in DSBA, and M.Sc. in AI, Winter 2019
Teaching Assistant
NGSA: Network Science Analytics, Applied Math
3rd year, CentraleSupélec, M.Sc. in DSBA, and M.Sc. in DSBA, Spring 2018
Teaching Assistant
Reviewer Activities
The Web Conference
2020
Sub-reviewer
International Conference on Artificial Neural Networks (ICANN)
2019
Co-reviewer
The Web Conference
2019
Sub-reviewer
International Conference on Complex Networks and their Applications
2018
Sub-reviewer
Neural Information Processing Systems (NeurIPS)
2018
Sub-reviewer
Contact
Address:
Bâtiment Bouygues, Centre for Visual Computing
CentraleSupélec, 8 rue Joliot-Curie
91190 Gif-sur-Yvette, France