Transcending TRANSCEND: Revisiting Malware Classification in the Presence of Concept Drift von Barbero, Federico, Pendlebury, Feargus, Pierazzi, Fabio, Cavallaro, Lorenzo

Volltext

Enhancing the Expressivity of Temporal Graph Networks through Source-Target Identification von Tjandra, Benedict Aaron, Barbero, Federico, Bronstein, Michael

Volltext bestellen

Round and Round We Go! What makes Rotary Positional Encodings useful? von Barbero, Federico, Vitvitskyi, Alex, Perivolaropoulos, Christos, Pascanu, Razvan, Veličković, Petar

Volltext bestellen

softmax is not enough (for sharp out-of-distribution) von Veličković, Petar, Perivolaropoulos, Christos, Barbero, Federico, Pascanu, Razvan

Volltext bestellen

Bundle Neural Networks for message diffusion on graphs von Bamberger, Jacob, Barbero, Federico, Dong, Xiaowen, Bronstein, Michael

Volltext bestellen

Graph Neural Network Expressivity and Meta-Learning for Molecular Property Regression von Borde, Haitz Sáez de Ocáriz, Barbero, Federico

Volltext bestellen

Transcending Transcend: Revisiting Malware Classification in the Presence of Concept Drift von Barbero, Federico, Pendlebury, Feargus, Pierazzi, Fabio, Cavallaro, Lorenzo

Volltext bestellen

Enhancing the Expressivity of Temporal Graph Networks through Source-Target Identification von Tjandra, Benedict Aaron, Barbero, Federico, Bronstein, Michael

Volltext

Locality-Aware Graph-Rewiring in GNNs von Barbero, Federico, Velingker, Ameya, Saberi, Amin, Bronstein, Michael, Di Giovanni, Francesco

Volltext bestellen

Transformers need glasses! Information over-squashing in language tasks von Barbero, Federico, Banino, Andrea, Kapturowski, Steven, Kumaran, Dharshan, Araújo, João G. M, Vitvitskyi, Alex, Pascanu, Razvan, Veličković, Petar

Volltext bestellen

On Over-Squashing in Message Passing Neural Networks: The Impact of Width, Depth, and Topology von Di Giovanni, Francesco, Giusti, Lorenzo, Barbero, Federico, Luise, Giulia, Lio', Pietro, Bronstein, Michael

Volltext bestellen

Latent Graph Inference using Product Manifolds von Borde, Haitz Sáez de Ocáriz, Kazi, Anees, Barbero, Federico, Liò, Pietro

Volltext bestellen

Round and Round We Go! What makes Rotary Positional Encodings useful? von Barbero, Federico, Vitvitskyi, Alex, Perivolaropoulos, Christos, Pascanu, Razvan, Veličković, Petar

Volltext

Transcending Transcend: Revisiting Malware Classification in the Presence of Concept Drift von Barbero, Federico, Pendlebury, Feargus, Pierazzi, Fabio, Cavallaro, Lorenzo

Volltext bestellen

Sheaf Neural Networks with Connection Laplacians von Barbero, Federico, Bodnar, Cristian, Borde, Haitz Sáez de Ocáriz, Bronstein, Michael, Veličković, Petar, Liò, Pietro

Volltext bestellen

softmax is not enough (for sharp out-of-distribution) von Veličković, Petar, Perivolaropoulos, Christos, Barbero, Federico, Pascanu, Razvan

Volltext

Graph Neural Network Expressivity and Meta-Learning for Molecular Property Regression von Haitz Sáez de Ocáriz Borde, Barbero, Federico

Volltext

Locality-Aware Graph-Rewiring in GNNs von Barbero, Federico, Velingker, Ameya, Saberi, Amin, Bronstein, Michael, Francesco Di Giovanni

Volltext

Transformers need glasses! Information over-squashing in language tasks von Barbero, Federico, Banino, Andrea, Kapturowski, Steven, Kumaran, Dharshan, Araújo, João G M, Vitvitskyi, Alex, Pascanu, Razvan, Veličković, Petar

Volltext

Transcending Transcend: Revisiting Malware Classification in the Presence of Concept Drift von Barbero, Federico, Pendlebury, Feargus, Pierazzi, Fabio, Cavallaro, Lorenzo

Volltext