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Researcher profile

Giannis Nikolentzos

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Machine Learning on Graphs with Kernels

    2019

    Graphs are becoming a dominant structure in current information management with many domains involved, including social networks, chemistry, biology, etc. Many real-world problems require applying machine learning tasks to graph-structured data. Graph kernels have emerged …

  2. Neural Graph Generator: Feature-Conditioned Graph Generation using Latent Diffusion Models

    2024 · arXiv (Cornell University)

    Graph generation has emerged as a crucial task in machine learning, with significant challenges in generating graphs that accurately reflect specific properties. Existing methods often fall short in efficiently addressing this need as they struggle …