Halil Çağrı Bilgi

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PhD candidate at Delft University of Technology in the Data-Intensive Systems (DIS) group, working with Dr. Kubilay Atasu. My research focuses on graph machine learning and deep learning.

I previously obtained my BS and MS degrees from METU, where I was supervised by Prof. Dr. Aydın Alatan.

Interests

  • Expressivity of GNNs for multigraphs
  • Temporal GNNs
  • Link Prediction
  • Financial Transaction Networks


selected publications

  1. Multigraph Message Passing with Bi-Directional Multi-Edge Aggregations
    H. Çağrı Bilgi, Lydia Y. Chen, and Kubilay Atasu
    arXiv 2024
  2. ICIP
    Bi-Directional Tracklet Embedding for Multi-Object Tracking
    H. Çağrι Bilgi, and A. Aydιn Alatan
    2024