Erkan Turan

Erkan Turan

Publications

You can also find my articles on my Google Scholar profile.

Journal Articles

Graph Alignment via Dual-Pass Spectral Encoding and Latent Space Communication

Published in Under review, 2025

We introduce a dual-pass spectral encoder and latent-space communication framework for unsupervised graph alignment, achieving state-of-the-art robustness and generalization to cross-modal tasks.

Recommended citation: Maysam Behmanesh, Erkan Turan, and Maks Ovsjanikov. (2025). *Graph Alignment via Dual-Pass Spectral Encoding and Latent Space Communication.* Preprint, under review.
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Unfolding Generative Flows with Koopman Operators: Fast and Interpretable Sampling

Published in Under review, 2025

We introduce a Koopman operator framework for linearizing Continuous Normalizing Flows, enabling one-step and interpretable sampling for generative models.

Recommended citation: Erkan Turan, Ari Siozopoulos, Louis Martinez, Julien Gaubil, Emery Pierson, and Maks Ovsjanikov. (2025). *Unfolding Generative Flows with Koopman Operators: Fast and Interpretable Sampling.* Preprint, under review.
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