publications

Selected recent publications in reversed chronological order. Generated by jekyll-scholar.

2024

  1. Graph Feature Preprocessor: Real-time Extraction of Subgraph-based Features from Transaction Graphs
    Jovan Blanusa, Maximo Cravero Baraja, Andreea Anghel, and 4 more authors
    In 5th ACM International Conference on AI in Finance, Brooklyn, NY, USA, November 14 -17, 2024, 2024
  2. Provably Powerful Graph Neural Networks for Directed Multigraphs
    Béni Egressy, Luc Niederhäusern, Jovan Blanusa, and 3 more authors
    In Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, February 20-27, 2024, Vancouver, Canada, 2024

2023

  1. Realistic Synthetic Financial Transactions for Anti-Money Laundering Models
    Erik R. Altman, Jovan Blanusa, Luc Niederhäusern, and 3 more authors
    In Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023, 2023
  2. Fast Parallel Algorithms for Enumeration of Simple, Temporal, and Hop-constrained Cycles
    Jovan Blanusa, Kubilay Atasu, and Paolo Ienne
    ACM Trans. Parallel Comput., 2023

2022

  1. Scalable Fine-Grained Parallel Cycle Enumeration Algorithms
    Jovan Blanusa, Paolo Ienne, and Kubilay Atasu
    In SPAA ’22: 34th ACM Symposium on Parallelism in Algorithms and Architectures, Philadelphia, PA, USA, July 11 - 14, 2022, 2022

2020

  1. Many-Core Clique Enumeration with Fast Set Intersections
    Jovan Blanusa, Radu Stoica, Paolo Ienne, and 1 more author
    Proc. VLDB Endow., 2020
  2. Tera-scale coordinate descent on GPUs
    Thomas P. Parnell, Celestine Dünner, Kubilay Atasu, and 2 more authors
    Future Gener. Comput. Syst., 2020

2019

  1. Linear-Complexity Data-Parallel Earth Mover’s Distance Approximations
    Kubilay Atasu, and Thomas Mittelholzer
    In Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA, 2019
  2. Addressing Interpretability and Cold-Start in Matrix Factorization for Recommender Systems
    Michail Vlachos, Celestine Dünner, Reinhard Heckel, and 3 more authors
    IEEE Trans. Knowl. Data Eng., 2019

2018

  1. A hardware compilation framework for text analytics queries
    Raphael Polig, Kubilay Atasu, Heiner Giefers, and 5 more authors
    J. Parallel Distributed Comput., 2018