Octavian-Eugen Ganea

35 papers A* 8A 2B 1Journal 20Unranked 3

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