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Abdulkadir Çelikkanat
Abdulkadir Çelikkanat
Technical University of Denmark
Verified email at centralesupelec.fr - Homepage
Title
Cited by
Cited by
Year
Exponential Family Graph Embeddings
A Celikkanat, FD Malliaros
Proceedings of the AAAI Conference on Artificial Intelligence 34 (4), 3357-3364, 2020
162020
Topic-aware latent models for representation learning on networks
A Çelikkanat, FD Malliaros
Pattern Recognition Letters 144, 89-96, 2021
72021
Piecewise-Velocity Model for Learning Continuous-time Dynamic Node Representations
A Celikkanat, N Nakis, M Mørup
Learning on Graphs Conference, 2022
62022
HM-LDM: A hybrid-membership latent distance model
N Nakis, A Çelikkanat, M Mørup
International Conference on Complex Networks and Their Applications, 350-363, 2023
52023
Multiple Kernel Representation Learning on Networks
A Celikkanat, Y Shen, F Malliaros
IEEE Transactions on Knowledge and Data Engineering, 2022
52022
Multiomics data integration for gene regulatory network inference with exponential family embeddings
S Jagtap, A Celikkanat, A Piravre, F Bidard, L Duval, FD Malliaros
2021 29th European Signal Processing Conference (EUSIPCO), 1221-1225, 2021
42021
TNE: A Latent Model for Representation Learning on Networks
A Çelikkanat, FD Malliaros
arXiv preprint arXiv:1810.06917, 2018
42018
Characterizing Polarization in Social Networks using the Signed Relational Latent Distance Model
N Nakis, A Celikkanat, L Boucherie, C Djurhuus, F Burmester, ...
International Conference on Artificial Intelligence and Statistics 206 …, 2023
32023
NodeSig: Binary Node Embeddings via Random Walk Diffusion
A Celikkanat, FD Malliaros, AN Papadopoulos
2022 IEEE/ACM International Conference on Advances in Social Networks …, 2022
3*2022
BraneMF: Integration of biological networks for functional analysis of proteins
S Jagtap, A Çelikkanat, A Pirayre, F Bidard, L Duval, FD Malliaros
Bioinformatics, 2022
32022
Kernel node embeddings
A Çelikkanat, FD Malliaros
2019 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2019
32019
A Hierarchical Block Distance Model for Ultra Low-Dimensional Graph Representations
N Nakis, A Çelikkanat, S Lehmann, M Mørup
IEEE Transactions on Knowledge and Data Engineering, 2023
22023
Learning Node Embeddings with Exponential Family Distributions
A Çelikkanat, F Malliaros
Workshop on Graph Representation Learning - 33th Annual Conference on Neural …, 2019
12019
Continuous-time Graph Representation with Sequential Survival Process
A Celikkanat, N Nakis, M Mørup
Proceedings of the AAAI Conference on Artificial Intelligence 38 (10), 11177 …, 2024
2024
Time to Cite: Modeling Citation Networks using the Dynamic Impact Single-Event Embedding Model
N Nakis, A Celikkanat, L Boucherie, S Lehmann, M Mørup
arXiv preprint arXiv:2403.00032, 2024
2024
A Hybrid Membership Latent Distance Model for Unsigned and Signed Integer Weighted Networks
N Nakis, A Çelikkanat, M Mørup
arXiv preprint arXiv:2308.15293, 2023
2023
Graph Representation Learning with Random Walk Diffusions
A Celikkanat
Université Paris-Saclay, 2021
2021
Sampling Methods For Random Simple and Bipartite Graphs with Prescribed Degree Sequences
A Celikkanat
Bogaziçi University, 2017
2017
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