| 2021 | AAAI | Computationally Tractable Riemannian Manifolds for Graph Embeddings. | Calin Cruceru, Gary Bcigneul, Octavian-Eugen Ganea |
| 2021 | AISTATS | Momentum Improves Optimization on Riemannian Manifolds. | Foivos Alimisis, Antonio Orvieto, Gary Bcigneul, Aurlien Lucchi |
| 2020 | AISTATS | A Continuous-time Perspective for Modeling Acceleration in Riemannian Optimization. | Foivos Alimisis, Antonio Orvieto, Gary Bcigneul, Aurlien Lucchi |
| 2020 | ICLR | Mixed-curvature Variational Autoencoders. | Ondrej Skopek, Octavian-Eugen Ganea, Gary Bcigneul |
| 2020 | ICML | Constant Curvature Graph Convolutional Networks. | Gregor Bachmann, Gary Bcigneul, Octavian Ganea |
| 2019 | ICLR | Riemannian Adaptive Optimization Methods. | Gary Bcigneul, Octavian-Eugen Ganea |
| 2019 | ICLR | Poincare Glove: Hyperbolic Word Embeddings. | Alexandru Tifrea, Gary Bcigneul, Octavian-Eugen Ganea |
| 2019 | ICML | Breaking the Softmax Bottleneck via Learnable Monotonic Pointwise Non-linearities. | Octavian Ganea, Sylvain Gelly, Gary Bcigneul, Aliaksei Severyn |
| 2018 | ICML | Hyperbolic Entailment Cones for Learning Hierarchical Embeddings. | Octavian-Eugen Ganea, Gary Bcigneul, Thomas Hofmann |