publications

papers and a patent on multimodal ai and other stuff.

2025

  1. g-memp.png
    Leveraging Driver Field-of-View for Multimodal Ego-Trajectory Prediction
    M. Eren Akbiyik, Nedko Savov, Danda Pani Paudel, and 5 more authors
    Website

2023

  1. contention.png
    Contention detection and cause determination
    M. Eren Akbiyik, Anastasiia Didkovska, Dorian Czichotzki, and 1 more author
    2023
    US Patent App. 17/550,389
    Website
  2. graphtester.png
    Graphtester: Exploring Theoretical Boundaries of GNNs on Graph Datasets
    M. Eren Akbiyik, Florian Grötschla, Beni Egressy, and 1 more author
    In Data-centric Machine Learning Research (DMLR) Workshop at ICML 2023
    Website
  3. bitcoin.png
    Ask "who", not "what": Bitcoin volatility forecasting with Twitter data
    M. Eren Akbiyik, Mert Erkul, Killian Kämpf, and 2 more authors
    In Proceedings of the sixteenth ACM international conference on web search and data mining - WSDM 2023
    Website