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Marinka Zitnik
Marinka Zitnik
Assistant Professor, Harvard University
Email confirmado em hms.harvard.edu - Página inicial
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Citado por
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Ano
Orange: data mining toolbox in Python
J Demšar, T Curk, A Erjavec, Č Gorup, T Hočevar, M Milutinovič, ...
the Journal of machine Learning research 14 (1), 2349-2353, 2013
24502013
Open graph benchmark: Datasets for machine learning on graphs
W Hu, M Fey, M Zitnik, Y Dong, H Ren, B Liu, M Catasta, J Leskovec
Advances in neural information processing systems 33, 22118-22133, 2020
24192020
Gnnexplainer: Generating explanations for graph neural networks
Z Ying, D Bourgeois, J You, M Zitnik, J Leskovec
Advances in neural information processing systems 32, 2019
2111*2019
Strategies for pre-training graph neural networks
W Hu, B Liu, J Gomes, M Zitnik, P Liang, V Pande, J Leskovec
arXiv preprint arXiv:1905.12265, 2019
12982019
Modeling polypharmacy side effects with graph convolutional networks
M Zitnik, M Agrawal, J Leskovec
Bioinformatics 34 (13), 457-466, 2018
11982018
Predicting multicellular function through multi-layer tissue networks
M Zitnik, J Leskovec
Bioinformatics 33 (14), 190-198, 2017
6232017
Machine learning for integrating data in biology and medicine: Principles, practice, and opportunities
M Zitnik, F Nguyen, B Wang, J Leskovec, A Goldenberg, MM Hoffman
Information Fusion 50, 71-91, 2019
5122019
Scientific discovery in the age of artificial intelligence
H Wang, T Fu, Y Du, W Gao, K Huang, Z Liu, P Chandak, S Liu, ...
Nature 620 (7972), 47-60, 2023
447*2023
Learning Structural Node Embeddings via Diffusion Wavelets
C Donnat, M Zitnik, D Hallac, J Leskovec
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
4442018
Network medicine framework for identifying drug-repurposing opportunities for COVID-19
D Morselli Gysi, Í Do Valle, M Zitnik, A Ameli, X Gan, O Varol, ...
Proceedings of the National Academy of Sciences 118 (19), e2025581118, 2021
4312021
Interpretability of machine learning‐based prediction models in healthcare
G Stiglic, P Kocbek, N Fijacko, M Zitnik, K Verbert, L Cilar
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 10 (5 …, 2020
3732020
Embedding Logical Queries on Knowledge Graphs
WL Hamilton, P Bajaj, M Zitnik, D Jurafsky, J Leskovec
arXiv preprint arXiv:1806.01445, 2018
3212018
DeepPurpose: a Deep Learning Library for Drug-Target Interaction Prediction and Applications to Repurposing and Screening
K Huang, T Fu, L Glass, M Zitnik, C Xiao, J Sun
arXiv preprint arXiv:2004.08919, 2020
317*2020
Cross-type biomedical named entity recognition with deep multi-task learning
X Wang, Y Zhang, X Ren, Y Zhang, M Zitnik, J Shang, C Langlotz, J Han
Bioinformatics 35 (10), 1745-1752, 2019
3002019
Predicting human olfactory perception from chemical features of odor molecules
PM A. Keller, R.C. Gerkin, Y. Guan, A. Dhurandhar, G. Turu, B. Szalai, J.D ...
Science 355 (6327), 820-826, 2017
2812017
Gnnguard: Defending graph neural networks against adversarial attacks
X Zhang, M Zitnik
Advances in neural information processing systems 33, 9263-9275, 2020
2582020
Data Fusion by Matrix Factorization
M Zitnik, B Zupan
Pattern Analysis and Machine Intelligence, IEEE Transactions on 37 (1), 41-53, 2015
241*2015
Therapeutics data commons: Machine learning datasets and tasks for drug discovery and development
K Huang, T Fu, W Gao, Y Zhao, Y Roohani, J Leskovec, CW Coley, ...
arXiv preprint arXiv:2102.09548, 2021
2262021
Towards a unified framework for fair and stable graph representation learning
C Agarwal, H Lakkaraju, M Zitnik
Uncertainty in Artificial Intelligence, 2114-2124, 2021
1762021
Graph meta learning via local subgraphs
K Huang, M Zitnik
Advances in neural information processing systems 33, 5862-5874, 2020
1662020
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