Nils M. Kriege

9 papers at tracked venues · 5 at CORE A* · active 2024–2026

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Venues

AAAI ×2 ECML-PKDD ×2 AISTATS ×1 ICDE ×1 ICDM ×1 ICML ×1 SIGKDD ×1

Frequent coauthors

Wilfried N. Gansterer

×6

Samir Moustafa

×5

Lorenz Kummer

×4

Franka Bause

×3

Niloofar Azizi

×1

Nicholas J. A. Harvey

×1

Horst Bischof

×1

Carolina E. Atria

×1

Yitao Cai

×1

Pascal Weber

×1

Anna Beer

×1

Christian Boehm

×1

Papers

Spectral Basis Learning for Expressive Graph Neural Networks in Link Prediction
AAAI 2026 ·
Niloofar Azizi
, Nils M. Kriege,
Nicholas J. A. Harvey
,
Horst Bischof
Crossfire: An Elastic Defense Framework for Graph Neural Networks Under Bit Flip Attacks
AAAI 2025 ·
Lorenz Kummer
,
Samir Moustafa
,
Wilfried N. Gansterer
, Nils Morten Kriege
Efficient Mixed Precision Quantization in Graph Neural Networks
ICDE 2025 ·
Samir Moustafa
, Nils M. Kriege,
Wilfried N. Gansterer
On the Relationship Between Robustness and Expressivity of Graph Neural Networks
AISTATS 2025 ·
Lorenz Kummer
,
Wilfried N. Gansterer
, Nils Morten Kriege
Sc-GRIP: a Graph Convolutional Approach to Infer Gene Interaction Polarity from Single-Cell Data
ICDM 2025 ·
Carolina E. Atria
,
Yitao Cai
,
Pascal Weber
,
Anna Beer
, Nils M. Kriege,
Christian Boehm
,
Roger Revilla-i-Domingo
,
Claudia Plant
Weisfeiler and Leman Go Gambling: Why Expressive Lottery Tickets Win
ICML 2025 ·
Lorenz Kummer
,
Samir Moustafa
,
Anatol Ehrlich
,
Franka Bause
,
Nikolaus Süss
,
Wilfried N. Gansterer
, Nils Morten Kriege
Approximating the Graph Edit Distance with Compact Neighborhood Representations
ECML-PKDD 2024 ·
Franka Bause
,
Christian Permann
, Nils M. Kriege
Attacking Graph Neural Networks with Bit Flips: Weisfeiler and Leman Go Indifferent
SIGKDD 2024 ·
Lorenz Kummer
,
Samir Moustafa
,
Sebastian Schrittwieser
,
Wilfried N. Gansterer
, Nils M. Kriege
On the Two Sides of Redundancy in Graph Neural Networks
ECML-PKDD 2024 ·
Franka Bause
,
Samir Moustafa
,
Johannes Langguth
,
Wilfried N. Gansterer
, Nils M. Kriege