Octavian-Eugen Ganea

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 33

Top Topics

Optimization Method

Constant Curvature

Question Answering

Top Venues

Publications

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)
Hannes Stärk, Octavian-Eugen Ganea, Lagnajit Pattanaik, Regina Barzilay, Tommi Jaakkola
EquiBind: Geometric Deep Learning for Drug Binding Structure Prediction. CoRR (2022)
Tian Xie, Xiang Fu, Octavian-Eugen Ganea, Regina Barzilay, Tommi S. Jaakkola
Crystal Diffusion Variational Autoencoder for Periodic Material Generation. ICLR (2022)
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 (2021)
Calin Cruceru, Gary Bécigneul, Octavian-Eugen Ganea
Computationally Tractable Riemannian Manifolds for Graph Embeddings. AAAI (2021)
Octavian-Eugen Ganea, Xinyuan Huang, Charlotte Bunne, Yatao Bian, Regina Barzilay, Tommi Jaakkola, Andreas Krause
Independent SE(3)-Equivariant Models for End-to-End Rigid Protein Docking. CoRR (2021)
Tian Xie, Xiang Fu, Octavian-Eugen Ganea, Regina Barzilay, Tommi S. Jaakkola
Crystal Diffusion Variational Autoencoder for Periodic Material Generation. CoRR (2021)
Calin Cruceru, Gary Bécigneul, Octavian-Eugen Ganea
Computationally Tractable Riemannian Manifolds for Graph Embeddings. CoRR (2020)
Ondrej Skopek, Octavian-Eugen Ganea, Gary Bécigneul
Mixed-curvature Variational Autoencoders. ICLR (2020)
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 (2020)
Gary Bécigneul, Octavian-Eugen Ganea, Benson Chen, Regina Barzilay, Tommi S. Jaakkola
Optimal Transport Graph Neural Networks. CoRR (2020)
Gregor Bachmann, Gary Bécigneul, Octavian-Eugen Ganea
Constant Curvature Graph Convolutional Networks. CoRR (2019)
Octavian-Eugen Ganea, Sylvain Gelly, Gary Bécigneul, Aliaksei Severyn
Breaking the Softmax Bottleneck via Learnable Monotonic Pointwise Non-linearities. CoRR (2019)
Ondrej Skopek, Octavian-Eugen Ganea, Gary Bécigneul
Mixed-curvature Variational Autoencoders. CoRR (2019)
Alexandru Tifrea, Gary Bécigneul, Octavian-Eugen Ganea
Poincare Glove: Hyperbolic Word Embeddings. ICLR (Poster) (2019)
Gary Bécigneul, Octavian-Eugen Ganea
Riemannian Adaptive Optimization Methods. ICLR (Poster) (2019)
Octavian-Eugen Ganea, Gary Bécigneul, Thomas Hofmann
Hyperbolic Entailment Cones for Learning Hierarchical Embeddings. ICML (2018)
Nikolaos Kolitsas, Octavian-Eugen Ganea, Thomas Hofmann
End-to-End Neural Entity Linking. CoNLL (2018)
Till Haug, Octavian-Eugen Ganea, Paulina Grnarova
Neural Multi-step Reasoning for Question Answering on Semi-structured Tables. ECIR (2018)
Octavian-Eugen Ganea, Gary Bécigneul, Thomas Hofmann
Hyperbolic Neural Networks. CoRR (2018)
Thijs Vogels, Octavian-Eugen Ganea, Carsten Eickhoff
Web2Text: Deep Structured Boilerplate Removal. ECIR (2018)
Octavian-Eugen Ganea, Gary Bécigneul, Thomas Hofmann
Hyperbolic Entailment Cones for Learning Hierarchical Embeddings. CoRR (2018)
Valentin Trifonov, Octavian-Eugen Ganea, Anna Potapenko, Thomas Hofmann
Learning and Evaluating Sparse Interpretable Sentence Embeddings. BlackboxNLP@EMNLP (2018)
Alexandru Tifrea, Gary Bécigneul, Octavian-Eugen Ganea
Poincaré GloVe: Hyperbolic Word Embeddings. CoRR (2018)
Gary Bécigneul, Octavian-Eugen Ganea
Riemannian Adaptive Optimization Methods. CoRR (2018)
Valentin Trifonov, Octavian-Eugen Ganea, Anna Potapenko, Thomas Hofmann
Learning and Evaluating Sparse Interpretable Sentence Embeddings. CoRR (2018)
Octavian-Eugen Ganea, Gary Bécigneul, Thomas Hofmann
Hyperbolic Neural Networks. NeurIPS (2018)
Nikolaos Kolitsas, Octavian-Eugen Ganea, Thomas Hofmann
End-to-End Neural Entity Linking. CoRR (2018)
Thijs Vogels, Octavian-Eugen Ganea, Carsten Eickhoff
Web2Text: Deep Structured Boilerplate Removal. CoRR (2018)
Octavian-Eugen Ganea, Thomas Hofmann
Deep Joint Entity Disambiguation with Local Neural Attention. EMNLP (2017)
Octavian-Eugen Ganea, Thomas Hofmann
Deep Joint Entity Disambiguation with Local Neural Attention. CoRR (2017)
Till Haug, Octavian-Eugen Ganea, Paulina Grnarova
Neural Multi-Step Reasoning for Question Answering on Semi-Structured Tables. CoRR (2017)
Octavian-Eugen Ganea, Marina Ganea, Aurélien Lucchi, Carsten Eickhoff, Thomas Hofmann
Probabilistic Bag-Of-Hyperlinks Model for Entity Linking. WWW (2016)
Octavian-Eugen Ganea, Marina Horlescu, Aurélien Lucchi, Carsten Eickhoff, Thomas Hofmann
Probabilistic Bag-Of-Hyperlinks Model for Entity Linking. CoRR (2015)