Samir Moustafa

14 papers A* 4A 1Journal 7Unranked 2
YearRankTypeTitle / Venue / Authors
2025 A conf
Accelerating Graph Neural Networks Using a Novel Computation-Friendly Matrix Compression Format.
IPDPS
João Nuno Ferreira Alves, Samir Moustafa, Siegfried Benkner, Alexandre P. Francisco, Wilfried N. Gansterer, Luís M. S. Russo
2025 A* conf
Crossfire: An Elastic Defense Framework for Graph Neural Networks Under Bit Flip Attacks.
AAAI
Lorenz Kummer, Samir Moustafa, Wilfried N. Gansterer, Nils Morten Kriege
2025 J jnl
Crossfire: An Elastic Defense Framework for Graph Neural Networks Under Bit Flip Attacks.
CoRR
Lorenz Kummer, Samir Moustafa, Wilfried N. Gansterer, Nils M. Kriege
2025 A* conf
Efficient Mixed Precision Quantization in Graph Neural Networks.
ICDE
Samir Moustafa, Nils M. Kriege, Wilfried N. Gansterer
2025 J jnl
Efficient Mixed Precision Quantization in Graph Neural Networks.
CoRR
Samir Moustafa, Nils M. Kriege, Wilfried N. Gansterer
2025 — conf
Visualization and Analysis of the Loss Landscape in Graph Neural Networks.
ICANN (5)
Samir Moustafa, Lorenz Kummer, Simon Fetzel, Nils M. Kriege, Wilfried N. Gansterer
2025 J jnl
Visualization and Analysis of the Loss Landscape in Graph Neural Networks.
CoRR
Samir Moustafa, Lorenz Kummer, Simon Fetzel, Nils M. Kriege, Wilfried N. Gansterer
2025 A* conf
Weisfeiler and Leman Go Gambling: Why Expressive Lottery Tickets Win.
ICML
Lorenz Kummer, Samir Moustafa, Anatol Ehrlich, Franka Bause, Nikolaus Süss, Wilfried N. Gansterer, Nils Morten Kriege
2025 J jnl
Weisfeiler and Leman Go Gambling: Why Expressive Lottery Tickets Win.
CoRR
Lorenz Kummer, Samir Moustafa, Anatol Ehrlich, Franka Bause, Nikolaus Süss, Wilfried N. Gansterer, Nils M. Kriege
2024 J jnl
Accelerating Graph Neural Networks with a Novel Matrix Compression Format.
CoRR
João Nuno Ferreira Alves, Samir Moustafa, Siegfried Benkner, Alexandre P. Francisco, Wilfried N. Gansterer, Luís M. S. Russo
2024 A* conf
Attacking Graph Neural Networks with Bit Flips: Weisfeiler and Leman Go Indifferent.
KDD
Lorenz Kummer, Samir Moustafa, Sebastian Schrittwieser, Wilfried N. Gansterer, Nils M. Kriege
2024 — conf
On the Two Sides of Redundancy in Graph Neural Networks.
ECML/PKDD (6)
Franka Bause, Samir Moustafa, Johannes Langguth, Wilfried N. Gansterer, Nils M. Kriege
2023 J jnl
Attacking Graph Neural Networks with Bit Flips: Weisfeiler and Lehman Go Indifferent.
CoRR
Lorenz Kummer, Samir Moustafa, Nils M. Kriege, Wilfried N. Gansterer
2023 J jnl
Non-Redundant Graph Neural Networks with Improved Expressiveness.
CoRR
Franka Bause, Samir Moustafa, Johannes Langguth, Wilfried N. Gansterer, Nils M. Kriege