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Neural Algorithmic Reasoners are Implicit Planners


Oct 11, 2021
Andreea Deac, Petar Veličković, Ognjen Milinković, Pierre-Luc Bacon, Jian Tang, Mladen Nikolić

* To appear at NeurIPS 2021 (Spotlight talk). 20 pages, 10 figures. arXiv admin note: text overlap with arXiv:2010.13146 

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Large-scale graph representation learning with very deep GNNs and self-supervision


Jul 20, 2021
Ravichandra Addanki, Peter W. Battaglia, David Budden, Andreea Deac, Jonathan Godwin, Thomas Keck, Wai Lok Sibon Li, Alvaro Sanchez-Gonzalez, Jacklynn Stott, Shantanu Thakoor, Petar Veličković

* To appear at KDD Cup 2021. 13 pages, 3 figures. All authors contributed equally 

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Neural message passing for joint paratope-epitope prediction


May 31, 2021
Alice Del Vecchio, Andreea Deac, Pietro LiĆ², Petar Veličković

* 5 pages, 2 figures 

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XLVIN: eXecuted Latent Value Iteration Nets


Oct 25, 2020
Andreea Deac, Petar Veličković, Ognjen Milinković, Pierre-Luc Bacon, Jian Tang, Mladen Nikolić

* NeurIPS 2020 Deep Reinforcement Learning Workshop 

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Graph neural induction of value iteration


Sep 26, 2020
Andreea Deac, Pierre-Luc Bacon, Jian Tang

* ICML GRL+ 2020 

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Drug-Drug Adverse Effect Prediction with Graph Co-Attention


May 02, 2019
Andreea Deac, Yu-Hsiang Huang, Petar Veličković, Pietro LiĆ², Jian Tang

* 8 pages, 5 figures 

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Attentive cross-modal paratope prediction


Jun 12, 2018
Andreea Deac, Petar Veličković, Pietro Sormanni

* To appear at the 2018 ICML/IJCAI Workshop on Computational Biology. 5 pages, 6 figures 

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