Items where Author is "Moustafa, Samir"

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Number of items: 4.

Paper in Conference Proceedings or in Workshop Proceedings

  • Efficient Mixed Precision Quantization in Graph Neural Networks
    Moustafa, Samir and Kriege, Nils M. and Gansterer, Wilfried In: 41st IEEE International Conference on Data Engineering , May 19 – 23, 2025 , Hong Kong SAR, China (2025)

  • Accelerating Graph Neural Networks Using a Novel Computation-Friendly Matrix Compression Format
    Alves, Joao and Moustafa, Samir and Benkner, Siegfried and Francisco, Alexandre P. and Gansterer, Wilfried and Russo, Luís M. S. In: IEEE International Parallel and Distributed Processing Symposium (IPDPS) 2025 , 3-7 June 2025 , Milano, Italy (2025)

  • On the Two Sides of Redundancy in Graph Neural Networks
    Bause, Franka and Moustafa, Samir and Langguth, Johannes and Gansterer, Wilfried and Kriege, Nils M. In: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2024) , 9.9.-13.9.2024 , Vilnius, Litauen (2024)

  • Attacking Graph Neural Networks with Bit Flips: Weisfeiler and Leman Go Indifferent
    Kummer, Lorenz and Moustafa, Samir and Schrittwieser, Sebastian and Gansterer, Wilfried and Kriege, Nils M. In: ACM International Conference on Knowledge Discovery and Data Mining 2024 , 25th - 29th August, 2024 , Barcelona, Centre de Convencions Internacional de Barcelona (2024)

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