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ORCIDOctavian-Eugen Ganea
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2020 – today
- 2024
[i22]Jovan Andonov, Octavian Ganea, Paulina Grnarova, Gary Bécigneul, Thomas Hofmann:
Explicit Word Density Estimation for Language Modelling. CoRR abs/2406.10256 (2024)- 2022
- [c20]Octavian-Eugen Ganea, Xinyuan Huang, Charlotte Bunne, Yatao Bian, Regina Barzilay, Tommi S. Jaakkola, Andreas Krause:
Independent SE(3)-Equivariant Models for End-to-End Rigid Protein Docking. ICLR 2022 - [c19]Tian Xie, Xiang Fu, Octavian-Eugen Ganea, Regina Barzilay, Tommi S. Jaakkola:
Crystal Diffusion Variational Autoencoder for Periodic Material Generation. ICLR 2022 - [c18]Hannes Stärk, Octavian Ganea, Lagnajit Pattanaik, Regina Barzilay, Tommi S. Jaakkola:
EquiBind: Geometric Deep Learning for Drug Binding Structure Prediction. ICML 2022: 20503-20521 - [i21]Hannes Stärk, Octavian-Eugen Ganea, Lagnajit Pattanaik, Regina Barzilay, Tommi S. Jaakkola:
EquiBind: Geometric Deep Learning for Drug Binding Structure Prediction. CoRR abs/2202.05146 (2022) - 2021
- [c17]Calin Cruceru, Gary Bécigneul, Octavian-Eugen Ganea:
Computationally Tractable Riemannian Manifolds for Graph Embeddings. AAAI 2021: 7133-7141 - [c16]Octavian Ganea, Lagnajit Pattanaik, Connor W. Coley, Regina Barzilay, Klavs F. Jensen, William H. Green Jr., Tommi S. Jaakkola:
GeoMol: Torsional Geometric Generation of Molecular 3D Conformer Ensembles. NeurIPS 2021: 13757-13769 - [i20]Octavian-Eugen Ganea, Lagnajit Pattanaik, Connor W. Coley, Regina Barzilay, Klavs F. Jensen, William H. Green Jr., Tommi S. Jaakkola:
GeoMol: Torsional Geometric Generation of Molecular 3D Conformer Ensembles. CoRR abs/2106.07802 (2021) - [i19]Tian Xie, Xiang Fu, Octavian-Eugen Ganea, Regina Barzilay, Tommi S. Jaakkola:
Crystal Diffusion Variational Autoencoder for Periodic Material Generation. CoRR abs/2110.06197 (2021) - [i18]Octavian-Eugen Ganea, Xinyuan Huang, Charlotte Bunne, Yatao Bian, Regina Barzilay, Tommi S. Jaakkola, Andreas Krause:
Independent SE(3)-Equivariant Models for End-to-End Rigid Protein Docking. CoRR abs/2111.07786 (2021) - 2020
- [c15]Ankit Dhall, Anastasia Makarova, Octavian Ganea, Dario Pavllo, Michael Greeff, Andreas Krause:
Hierarchical Image Classification using Entailment Cone Embeddings. CVPR Workshops 2020: 3649-3658 - [c14]Ondrej Skopek, Octavian-Eugen Ganea, Gary Bécigneul:
Mixed-curvature Variational Autoencoders. ICLR 2020 - [c13]Gregor Bachmann, Gary Bécigneul, Octavian Ganea:
Constant Curvature Graph Convolutional Networks. ICML 2020: 486-496 - [i17]Calin Cruceru, Gary Bécigneul, Octavian-Eugen Ganea:
Computationally Tractable Riemannian Manifolds for Graph Embeddings. CoRR abs/2002.08665 (2020) - [i16]Ankit Dhall, Anastasia Makarova, Octavian Ganea, Dario Pavllo, Michael Greeff, Andreas Krause:
Hierarchical Image Classification using Entailment Cone Embeddings. CoRR abs/2004.03459 (2020) - [i15]Gary Bécigneul, Octavian-Eugen Ganea, Benson Chen, Regina Barzilay, Tommi S. Jaakkola:
Optimal Transport Graph Neural Networks. CoRR abs/2006.04804 (2020) - [i14]Lagnajit Pattanaik, Octavian-Eugen Ganea, Ian Coley, Klavs F. Jensen, William H. Green Jr., Connor W. Coley:
Message Passing Networks for Molecules with Tetrahedral Chirality. CoRR abs/2012.00094 (2020)
2010 – 2019
- 2019
- [b1]Octavian-Eugen Ganea:
Non-Euclidean Neural Representation Learning of Words, Entities and Hierarchies. ETH Zurich, Zürich, Switzerland, 2019 - [c12]Gary Bécigneul, Octavian-Eugen Ganea:
Riemannian Adaptive Optimization Methods. ICLR (Poster) 2019 - [c11]Alexandru Tifrea, Gary Bécigneul, Octavian-Eugen Ganea:
Poincare Glove: Hyperbolic Word Embeddings. ICLR (Poster) 2019 - [c10]Octavian Ganea, Sylvain Gelly, Gary Bécigneul, Aliaksei Severyn:
Breaking the Softmax Bottleneck via Learnable Monotonic Pointwise Non-linearities. ICML 2019: 2073-2082 - [i13]Octavian-Eugen Ganea, Sylvain Gelly, Gary Bécigneul, Aliaksei Severyn:
Breaking the Softmax Bottleneck via Learnable Monotonic Pointwise Non-linearities. CoRR abs/1902.08077 (2019) - [i12]Gregor Bachmann, Gary Bécigneul, Octavian-Eugen Ganea:
Constant Curvature Graph Convolutional Networks. CoRR abs/1911.05076 (2019) - [i11]Ondrej Skopek, Octavian-Eugen Ganea, Gary Bécigneul:
Mixed-curvature Variational Autoencoders. CoRR abs/1911.08411 (2019) - 2018
- [c9]Nikolaos Kolitsas, Octavian-Eugen Ganea, Thomas Hofmann:
End-to-End Neural Entity Linking. CoNLL 2018: 519-529 - [c8]Thijs Vogels
, Octavian-Eugen Ganea, Carsten Eickhoff:
Web2Text: Deep Structured Boilerplate Removal. ECIR 2018: 167-179 - [c7]Till Haug, Octavian-Eugen Ganea, Paulina Grnarova:
Neural Multi-step Reasoning for Question Answering on Semi-structured Tables. ECIR 2018: 611-617 - [c6]Valentin Trifonov, Octavian-Eugen Ganea, Anna Potapenko, Thomas Hofmann:
Learning and Evaluating Sparse Interpretable Sentence Embeddings. BlackboxNLP@EMNLP 2018: 200-210 - [c5]Octavian-Eugen Ganea, Gary Bécigneul, Thomas Hofmann:
Hyperbolic Entailment Cones for Learning Hierarchical Embeddings. ICML 2018: 1632-1641 - [c4]Octavian-Eugen Ganea, Gary Bécigneul, Thomas Hofmann:
Hyperbolic Neural Networks. NeurIPS 2018: 5350-5360 - [i10]Thijs Vogels, Octavian-Eugen Ganea, Carsten Eickhoff:
Web2Text: Deep Structured Boilerplate Removal. CoRR abs/1801.02607 (2018) - [i9]Octavian-Eugen Ganea, Gary Bécigneul, Thomas Hofmann:
Hyperbolic Entailment Cones for Learning Hierarchical Embeddings. CoRR abs/1804.01882 (2018) - [i8]Octavian-Eugen Ganea, Gary Bécigneul, Thomas Hofmann:
Hyperbolic Neural Networks. CoRR abs/1805.09112 (2018) - [i7]Nikolaos Kolitsas, Octavian-Eugen Ganea, Thomas Hofmann:
End-to-End Neural Entity Linking. CoRR abs/1808.07699 (2018) - [i6]Valentin Trifonov, Octavian-Eugen Ganea, Anna Potapenko, Thomas Hofmann:
Learning and Evaluating Sparse Interpretable Sentence Embeddings. CoRR abs/1809.08621 (2018) - [i5]Gary Bécigneul, Octavian-Eugen Ganea:
Riemannian Adaptive Optimization Methods. CoRR abs/1810.00760 (2018) - [i4]Alexandru Tifrea, Gary Bécigneul, Octavian-Eugen Ganea:
Poincaré GloVe: Hyperbolic Word Embeddings. CoRR abs/1810.06546 (2018) - 2017
- [c3]Octavian-Eugen Ganea, Thomas Hofmann:
Deep Joint Entity Disambiguation with Local Neural Attention. EMNLP 2017: 2619-2629 - [i3]Till Haug, Octavian-Eugen Ganea, Paulina Grnarova:
Neural Multi-Step Reasoning for Question Answering on Semi-Structured Tables. CoRR abs/1702.06589 (2017) - [i2]Octavian-Eugen Ganea, Thomas Hofmann:
Deep Joint Entity Disambiguation with Local Neural Attention. CoRR abs/1704.04920 (2017) - 2016
- [c2]Octavian-Eugen Ganea, Marina Ganea, Aurélien Lucchi, Carsten Eickhoff, Thomas Hofmann:
Probabilistic Bag-Of-Hyperlinks Model for Entity Linking. WWW 2016: 927-938 - 2015
- [i1]Octavian-Eugen Ganea, Marina Horlescu, Aurélien Lucchi, Carsten Eickhoff, Thomas Hofmann:
Probabilistic Bag-Of-Hyperlinks Model for Entity Linking. CoRR abs/1509.02301 (2015) - 2012
- [c1]Octavian Ganea, Florin Pop, Ciprian Dobre, Valentin Cristea:
Specification and Validation of a Real-Time Simple Parallel Kernel for Dependable Distributed Systems. EIDWT 2012: 320-325
Coauthor Index
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