PPaperPicks

Sofiane Ennadir

6 papers at tracked venues · 5 at CORE A* · active 2024–2025

Venues

Frequent coauthors

Johannes F. Lutzeyer
×4
Michalis Vazirgiannis
×4
Yassine Abbahaddou
×3
Henrik Boström
×3
Oleg Smirnov
×2
Lele Cao
×2
Levente Zólyomi
×1
Tianze Wang
×1
John Pertoft
×1
Filip Cornell
×1
El Houcine Bergou
×1
Amr Alkhatib
×1

Papers

  1. Enhancing Graph Classification Robustness with Singular Pooling
    NeurIPS 2025 · Sofiane Ennadir,
    Oleg Smirnov
    ,
    Yassine Abbahaddou
    ,
    Lele Cao
    ,
    Johannes F. Lutzeyer
  2. Pool Me Wisely: On the Effect of Pooling in Transformer-Based Models
    NeurIPS 2025 · Sofiane Ennadir,
    Levente Zólyomi
    ,
    Oleg Smirnov
    ,
    Tianze Wang
    ,
    John Pertoft
    ,
    Filip Cornell
    ,
    Lele Cao
  3. A Simple and Yet Fairly Effective Defense for Graph Neural Networks
    AAAI 2024 · Sofiane Ennadir,
    Yassine Abbahaddou
    ,
    Johannes F. Lutzeyer
    ,
    Michalis Vazirgiannis
    ,
    Henrik Boström
  4. Bounding the Expected Robustness of Graph Neural Networks Subject to Node Feature Attacks
    ICLR 2024 ·
    Yassine Abbahaddou
    , Sofiane Ennadir,
    Johannes F. Lutzeyer
    ,
    Michalis Vazirgiannis
    ,
    Henrik Boström
  5. If You Want to Be Robust, Be Wary of Initialization
    NeurIPS 2024 · Sofiane Ennadir,
    Johannes F. Lutzeyer
    ,
    Michalis Vazirgiannis
    ,
    El Houcine Bergou
  6. Interpretable Graph Neural Networks for Tabular Data
    ECAI 2024 ·
    Amr Alkhatib
    , Sofiane Ennadir,
    Henrik Boström
    ,
    Michalis Vazirgiannis