Ciwan Ceylan

According to our database, Ciwan Ceylan authored at least 7 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Disobeying Directions: Switching Random Walk Filters for Unsupervised Node Embedding Learning on Directed Graphs.

Ciwan Ceylan, Kambiz Ghoorchian, Danica Kragic

Trans. Mach. Learn. Res., 2025

Full-Rank Unsupervised Node Embeddings for Directed Graphs via Message Aggregation.

Ciwan Ceylan, Kambiz Ghoorchian, Danica Kragic

Trans. Mach. Learn. Res., 2025

2024

Scalable Unsupervised Feature Selection with Reconstruction Error Guarantees via QMR Decomposition.

Ciwan Ceylan, Kambiz Ghoorchian, Danica Kragic

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2022

Digraphwave: Scalable Extraction of Structural Node Embeddings via Diffusion on Directed Graphs.

Ciwan Ceylan, Kambiz Ghoorchian, Danica Kragic

CoRR, 2022

GraphDCA - a Framework for Node Distribution Comparison in Real and Synthetic Graphs.

Ciwan Ceylan, Petra Poklukar, Hanna Hultin, Alexander Kravchenko, Anastasia Varava, Danica Kragic

CoRR, 2022

2021

Learning Node Representations Using Stationary Flow Prediction on Large Payment and Cash Transaction Networks.

Ciwan Ceylan, Salla Franzén, Florian T. Pokorny

Proceedings of the 38th International Conference on Machine Learning, 2021

2018

Conditional Noise-Contrastive Estimation of Unnormalised Models.

Ciwan Ceylan, Michael U. Gutmann

Proceedings of the 35th International Conference on Machine Learning, 2018