Octavian-Eugen Ganea

According to our database, Octavian-Eugen Ganea authored at least 23 papers between 2012 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

EquiBind: Geometric Deep Learning for Drug Binding Structure Prediction.

Hannes Stärk, Octavian Ganea, Lagnajit Pattanaik, Regina Barzilay, Tommi S. Jaakkola

Proceedings of the International Conference on Machine Learning, 2022

Crystal Diffusion Variational Autoencoder for Periodic Material Generation.

Tian Xie, Xiang Fu, Octavian-Eugen Ganea, Regina Barzilay, Tommi S. Jaakkola

Proceedings of the Tenth International Conference on Learning Representations, 2022

Independent SE(3)-Equivariant Models for End-to-End Rigid Protein Docking.

Octavian-Eugen Ganea, Xinyuan Huang, Charlotte Bunne, Yatao Bian, Regina Barzilay, Tommi S. Jaakkola, Andreas Krause

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

GeoMol: Torsional Geometric Generation of Molecular 3D Conformer Ensembles.

Octavian Ganea, Lagnajit Pattanaik, Connor W. Coley, Regina Barzilay, Klavs F. Jensen, William H. Green Jr., Tommi S. Jaakkola

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Computationally Tractable Riemannian Manifolds for Graph Embeddings.

Calin Cruceru, Gary Bécigneul, Octavian-Eugen Ganea

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Message Passing Networks for Molecules with Tetrahedral Chirality.

Lagnajit Pattanaik, Octavian-Eugen Ganea, Ian Coley, Klavs F. Jensen, William H. Green Jr., Connor W. Coley

CoRR, 2020

Optimal Transport Graph Neural Networks.

Gary Bécigneul, Octavian-Eugen Ganea, Benson Chen, Regina Barzilay, Tommi S. Jaakkola

CoRR, 2020

Constant Curvature Graph Convolutional Networks.

Gregor Bachmann, Gary Bécigneul, Octavian Ganea

Proceedings of the 37th International Conference on Machine Learning, 2020

Mixed-curvature Variational Autoencoders.

Ondrej Skopek, Octavian-Eugen Ganea, Gary Bécigneul

Proceedings of the 8th International Conference on Learning Representations, 2020

Hierarchical Image Classification using Entailment Cone Embeddings.

Ankit Dhall, Anastasia Makarova, Octavian Ganea, Dario Pavllo, Michael Greeff, Andreas Krause

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Non-Euclidean Neural Representation Learning of Words, Entities and Hierarchies.

Octavian-Eugen Ganea

PhD thesis, 2019

Breaking the Softmax Bottleneck via Learnable Monotonic Pointwise Non-linearities.

Octavian Ganea, Sylvain Gelly, Gary Bécigneul, Aliaksei Severyn

Proceedings of the 36th International Conference on Machine Learning, 2019

Poincare Glove: Hyperbolic Word Embeddings.

Alexandru Tifrea, Gary Bécigneul, Octavian-Eugen Ganea

Proceedings of the 7th International Conference on Learning Representations, 2019

Riemannian Adaptive Optimization Methods.

Gary Bécigneul, Octavian-Eugen Ganea

Proceedings of the 7th International Conference on Learning Representations, 2019

2018

Hyperbolic Neural Networks.

Octavian-Eugen Ganea, Gary Bécigneul, Thomas Hofmann

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Hyperbolic Entailment Cones for Learning Hierarchical Embeddings.

Octavian-Eugen Ganea, Gary Bécigneul, Thomas Hofmann

Proceedings of the 35th International Conference on Machine Learning, 2018

Learning and Evaluating Sparse Interpretable Sentence Embeddings.

Valentin Trifonov, Octavian-Eugen Ganea, Anna Potapenko, Thomas Hofmann

Proceedings of the Workshop: Analyzing and Interpreting Neural Networks for NLP, 2018

Web2Text: Deep Structured Boilerplate Removal.

Thijs Vogels, Octavian-Eugen Ganea, Carsten Eickhoff

Proceedings of the Advances in Information Retrieval, 2018

Neural Multi-step Reasoning for Question Answering on Semi-structured Tables.

Till Haug, Octavian-Eugen Ganea, Paulina Grnarova

Proceedings of the Advances in Information Retrieval, 2018

End-to-End Neural Entity Linking.

Nikolaos Kolitsas, Octavian-Eugen Ganea, Thomas Hofmann

Proceedings of the 22nd Conference on Computational Natural Language Learning, 2018

2017

Deep Joint Entity Disambiguation with Local Neural Attention.

Octavian-Eugen Ganea, Thomas Hofmann

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

2016

Probabilistic Bag-Of-Hyperlinks Model for Entity Linking.

Octavian-Eugen Ganea, Marina Ganea, Aurélien Lucchi, Carsten Eickhoff, Thomas Hofmann

Proceedings of the 25th International Conference on World Wide Web, 2016

2012

Specification and Validation of a Real-Time Simple Parallel Kernel for Dependable Distributed Systems.

Octavian Ganea, Florin Pop, Ciprian Dobre, Valentin Cristea

Proceedings of the 2012 Third International Conference on Emerging Intelligent Data and Web Technologies, 2012