Octavian Ganea
6 papers · 2018–2022 · 2 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (12) 🧭 Keyword Pioneer
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Trend Setter
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Unstoppable · Bronze
Venues
Top co-authors
Research topics
Keywords
drug discovery
(2)
matrix factorization
(1)
optimal transport
(1)
geometric deep learning
(1)
graph representation
(1)
recurrent neural network
(1)
language model
(1)
molecular graph
(1)
node classification
(1)
hierarchical embedding
(1)
equivariant neural network
(1)
directed acyclic graph
(1)
hyperbolic embedding
(1)
cross entropy
(1)
message passing neural network
(1)
hyperbolic space
(1)
sentence embedding
(1)
monotonic function
(1)
hyperbolic geometry
(1)
molecular docking
(1)
Papers
EquiBind: Geometric Deep Learning for Drug Binding Structure Prediction
ICML 2022
GeoMol: Torsional Geometric Generation of Molecular 3D Conformer Ensembles
NeurIPS 2021
Constant Curvature Graph Convolutional Networks
ICML 2020
Breaking the Softmax Bottleneck via Learnable Monotonic Pointwise Non-linearities
ICML 2019
Hyperbolic Entailment Cones for Learning Hierarchical Embeddings
ICML 2018
Hyperbolic Neural Networks
NeurIPS 2018