Abdulkadir Çelikkanat

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 27

Top Topics

Bregman Divergences

Graph Representation

Exponential Family

Multiple Kernel

Top Venues

IEEE Trans. Knowl. Data Eng.

Publications

Nikolaos Nakis, Abdulkadir Çelikkanat, Louis Boucherie, Sune Lehmann, Morten Mørup
Time to Cite: Modeling Citation Networks using the Dynamic Impact Single-Event Embedding Model. CoRR (2024)
Nikolaos Nakis, Abdulkadir Çelikkanat, Louis Boucherie, Sune Lehmann, Morten Mørup
Time to Cite: Modeling Citation Networks using the Dynamic Impact Single-Event Embedding Model. AISTATS (2024)
Nikolaos Nakis, Abdulkadir Çelikkanat, Sune Lehmann, Morten Mørup
A Hierarchical Block Distance Model for Ultra Low-Dimensional Graph Representations. IEEE Trans. Knowl. Data Eng. 36 (4) (2024)
Abdulkadir Çelikkanat, Nikolaos Nakis, Morten Mørup
Continuous-Time Graph Representation with Sequential Survival Process. AAAI (2024)
Nikolaos Nakis, Abdulkadir Çelikkanat, Morten Mørup
A Hybrid Membership Latent Distance Model for Unsigned and Signed Integer Weighted Networks. CoRR (2023)
Nikolaos Nakis, Abdulkadir Çelikkanat, Louis Boucherie, Christian Djurhuus, Felix Burmester, Daniel Mathias Holmelund, Monika Frolcová, Morten Mørup
Characterizing Polarization in Social Networks using the Signed Relational Latent Distance Model. AISTATS (2023)
Abdulkadir Çelikkanat, Yanning Shen, Fragkiskos D. Malliaros
Multiple Kernel Representation Learning on Networks. IEEE Trans. Knowl. Data Eng. 35 (6) (2023)
Abdulkadir Çelikkanat, Nikolaos Nakis, Morten Mørup
Continuous-time Graph Representation with Sequential Survival Process. CoRR (2023)
Nikolaos Nakis, Abdulkadir Çelikkanat, Louis Boucherie, Christian Djurhuus, Felix Burmester, Daniel Mathias Holmelund, Monika Frolcová, Morten Mørup
Characterizing Polarization in Social Networks using the Signed Relational Latent Distance Model. CoRR (2023)
Nikolaos Nakis, Abdulkadir Çelikkanat, Morten Mørup
A Hybrid Membership Latent Distance Model for Unsigned and Signed Integer Weighted Networks. Adv. Complex Syst. 26 (3) (2023)
Abdulkadir Çelikkanat, Nikolaos Nakis, Morten Mørup
Piecewise-Velocity Model for Learning Continuous-Time Dynamic Node Representations. LoG (2022)
Nikolaos Nakis, Abdulkadir Çelikkanat, Morten Mørup
HM-LDM: A Hybrid-Membership Latent Distance Model. CoRR (2022)
Nikolaos Nakis, Abdulkadir Çelikkanat, Morten Mørup
HM-LDM: A Hybrid-Membership Latent Distance Model. COMPLEX NETWORKS (1) (2022)
Nikolaos Nakis, Abdulkadir Çelikkanat, Sune Lehmann Jørgensen, Morten Mørup
A Hierarchical Block Distance Model for Ultra Low-Dimensional Graph Representations. CoRR (2022)
Surabhi Jagtap, Abdulkadir Çelikkanat, Aurélie Pirayre, Frédérique Bidard, Laurent Duval, Fragkiskos D. Malliaros
BraneMF: integration of biological networks for functional analysis of proteins. Bioinform. 38 (24) (2022)
Abdulkadir Çelikkanat, Nikolaos Nakis, Morten Mørup
Piecewise-Velocity Model for Learning Continuous-time Dynamic Node Representations. CoRR (2022)
Abdulkadir Çelikkanat, Fragkiskos D. Malliaros, Apostolos N. Papadopoulos
NodeSig: Binary Node Embeddings via Random Walk Diffusion. ASONAM (2022)
Abdulkadir Çelikkanat, Fragkiskos D. Malliaros
Topic-aware latent models for representation learning on networks. CoRR (2021)
Abdulkadir Çelikkanat, Yanning Shen, Fragkiskos D. Malliaros
Multiple Kernel Representation Learning on Networks. CoRR (2021)
Surabhi Jaatan, Abdulkadir Çelikkanat, Aurelic Piravre, Frédérique Bidard, Laurent Duval, Fragkiskos D. Malliaros
Multiomics Data Integration for Gene Regulatory Network Inference with Exponential Family Embeddings. EUSIPCO (2021)
Abdulkadir Çelikkanat, Fragkiskos D. Malliaros
Topic-aware latent models for representation learning on networks. Pattern Recognit. Lett. 144 (2021)
Abdulkadir Çelikkanat, Fragkiskos D. Malliaros
Exponential Family Graph Embeddings. AAAI (2020)
Abdulkadir Çelikkanat, Apostolos N. Papadopoulos, Fragkiskos D. Malliaros
NodeSig: Random Walk Diffusion meets Hashing for Scalable Graph Embeddings. CoRR (2020)
Abdulkadir Çelikkanat, Fragkiskos D. Malliaros
Kernel Node Embeddings. GlobalSIP (2019)
Abdulkadir Çelikkanat, Fragkiskos D. Malliaros
Kernel Node Embeddings. CoRR (2019)
Abdulkadir Çelikkanat, Fragkiskos D. Malliaros
Exponential Family Graph Embeddings. CoRR (2019)
Abdulkadir Çelikkanat, Fragkiskos D. Malliaros
TNE: A Latent Model for Representation Learning on Networks. CoRR (2018)