Samir Moustafa

14 papers A* 4A 1Journal 7Unranked 2

Year	Rank	Type	Title / 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