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Emanuele Rossi
Emanuele Rossi
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Temporal Graph Networks for Deep Learning on Dynamic Graphs
E Rossi, B Chamberlain, F Frasca, D Eynard, F Monti, M Bronstein
ICML 2020 Workshop on Graph Representation Learning, 2020
3012020
SIGN: Scalable Inception Graph Neural Networks
E Rossi, F Frasca, B Chamberlain, D Eynard, M Bronstein, F Monti
ICML 2020 Workshop on Graph Representation Learning, 2020
241*2020
Grand: Graph neural diffusion
B Chamberlain, J Rowbottom, MI Gorinova, M Bronstein, S Webb, E Rossi
International Conference on Machine Learning (ICML 2021), 1407-1418, 2021
1152021
On the unreasonable effectiveness of feature propagation in learning on graphs with missing node features
E Rossi, H Kenlay, MI Gorinova, BP Chamberlain, X Dong, M Bronstein
Learning on Graphs Conference (LoG) 2022, 2021
252021
Tuning word2vec for large scale recommendation systems
BP Chamberlain, E Rossi, D Shiebler, S Sedhain, MM Bronstein
Proceedings of the 14th ACM Conference on Recommender Systems, 732-737, 2020
212020
ncRNA Classification with Graph Convolutional Networks
E Rossi, F Monti, M Bronstein, P Liò
KDD 2019 Workshop on Deep Learning on Graphs, 2019
162019
Graph Neural Networks for Link Prediction with Subgraph Sketching
BP Chamberlain, S Shirobokov, E Rossi, F Frasca, T Markovich, ...
International Conference on Learning Representations (ICLR) 2022, 2022
62022
Provably Efficient Causal Model-Based Reinforcement Learning for Systematic Generalization
M Mutti, R De Santi, E Rossi, JF Calderon, M Bronstein, M Restelli
Proceedings of the AAAI Conference on Artificial Intelligence 2022, 2022
5*2022
Learning to Infer Structures of Network Games
E Rossi, F Monti, Y Leng, MM Bronstein, X Dong
International Conference on Machine Learning (ICML 2022), 2022
22022
Edge Directionality Improves Learning on Heterophilic Graphs
E Rossi, B Charpentier, F Di Giovanni, F Frasca, S Günnemann, ...
arXiv preprint arXiv:2305.10498, 2023
2023
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Artikelen 1–10