Publications by Ciwan Ceylan
Peer reviewed
Articles
[1]
C. Ceylan, K. Ghoorchian and D. Kragic, "Full-Rank Unsupervised Node Embeddings for Directed Graphs via Message Aggregation," Transactions on Machine Learning Research, 2025.
Conference papers
[2]
C. Ceylan, K. Ghoorchian and D. Kragic, "Scalable Unsupervised Feature Selection with Reconstruction Error Guarantees via QMR Decomposition," in CIKM 2024 - Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024, pp. 3658-3662.
[3]
C. Ceylan, S. Franzen and F. T. Pokorny, "Learning Node Representations Using Stationary Flow Prediction on Large Payment and Cash Transaction Networks," in International Conference On Machine Learning, Vol 139, 2021.
[4]
C. Ceylan, S. Franzén and F. T. Pokorny, "Learning Node Representations Using Stationary Flow Prediction on Large Payment and Cash Transaction Networks," in Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 2021, pp. 1395-1406.
[5]
C. Ceylan and M. U. Gutmann, "Conditional Noise-Contrastive Estimation of Unnormalised Models," in 35th International Conference on Machine Learning, ICML 2018, 2018, pp. 1334-1442.
Non-peer reviewed
Other
[6]
P. Poklukar et al., "GraphDCA - a Framework for Node Distribution Comparison in Real and Synthetic Graphs," (Manuscript).
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