Ceylan, Ciwan

4 publications

TMLR 2025 Disobeying Directions: Switching Random Walk Filters for Unsupervised Node Embedding Learning on Directed Graphs Ciwan Ceylan, Kambiz Ghoorchian, Danica Kragic

TMLR 2025 Full-Rank Unsupervised Node Embeddings for Directed Graphs via Message Aggregation Ciwan Ceylan, Kambiz Ghoorchian, Danica Kragic

ICML 2021 Learning Node Representations Using Stationary Flow Prediction on Large Payment and Cash Transaction Networks Ciwan Ceylan, Salla Franzén, Florian T. Pokorny

ICML 2018 Conditional Noise-Contrastive Estimation of Unnormalised Models Ciwan Ceylan, Michael U. Gutmann