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Dobrik Georgiev
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Cited by
Year
Neural Bipartite Matching
D Georgiev, P Li
arXiv preprint arXiv:2005.11304, 2020
182020
Algorithmic Concept-based Explainable Reasoning
D Georgiev, P Barbiero, D Kazhdan, P Veličković, P Li
Proceedings of the AAAI Conference on Artificial Intelligence 36 (6), 6685-6693, 2022
102022
HEAT: Hyperedge Attention Networks
D Georgiev, M Brockschmidt, M Allamanis
arXiv preprint arXiv:2201.12113, 2022
72022
PyTorch, Explain! A Python library for Logic Explained Networks
P Barbiero, G Ciravegna, D Georgiev, F Giannini
arXiv preprint arXiv:2105.11697, 2021
52021
Global concept-based interpretability for graph neural networks via neuron analysis
H Xuanyuan, P Barbiero, D Georgiev, LC Magister, P Li
Proceedings of the AAAI Conference on Artificial Intelligence 37 (9), 10675…, 2023
32023
Parallel Algorithms Align with Neural Execution
V Engelmayer, D Georgiev, P Veličković
arXiv preprint arXiv:2307.04049, 2023
12023
Neural Algorithmic Reasoning for Combinatorial Optimisation
D Georgiev, D Numeroso, D Bacciu, P Li
arXiv preprint arXiv:2306.06064, 2023
12023
LENs: a Python library for Logic Explained Networks.
P Barbiero, G Ciravegna, D Georgiev, F Giannini
CoRR, 2021
12021
Hypergraph factorization for multi-tissue gene expression imputation
R Vias, CK Joshi, D Georgiev, P Lin, B Dumitrascu, ER Gamazon, P Li
Nature Machine Intelligence, 1-15, 2023
2023
NARTI: Neural Algorithmic Reasoning for Trajectory Inference
D Georgiev, R Vinas, S Considine, B Dumitrascu, P Lio
2023
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Articles 1–10