publications

papers and a patent on multimodal ai and other stuff.

2025

  1. sore.jpg
    Semantic Outlier Removal with Embedding Models and LLMs
    Eren Akbiyik, João Almeida, Rik Melis, and 3 more authors
    In ACL 2025
    Website
  2. 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
    In ICLR 2025
    arXiv Code 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 ICML 2023 - Data-centric Machine Learning Research (DMLR) Workshop
    arXiv Code
  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 WSDM 2023
    Code Website