Sofiane ENNADIR

Researcher, Microsoft (King - ABK)

2 papers at NeurIPS 2025

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Poster Session 1

1 paper

Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Pool Me Wisely: On the Effect of Pooling in Transformer-Based Models

#3900 · Sofiane ENNADIR, Levente Zólyomi, Oleg Smirnov, Tianze Wang, John Pertoft, Filip Cornell, Lele Cao

We theoretically and empirically analyze the effect of the Pooling Operation in the downstream performance.

Poster Session 3

1 paper

Thursday, December 4, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Enhancing Graph Classification Robustness with Singular Pooling

#3819 · Sofiane ENNADIR, Oleg Smirnov, Yassine ABBAHADDOU, Lele Cao, Johannes F. Lutzeyer

We theoretically study the effect of the pooling operation on adversarial robustness, which allows us to introduce RS-Pool, a new pooling method capable of smoothing the effect of attacks.