Cristian Bodnar
University of Cambridge
H-index: 14
Europe-United Kingdom
Top articles of Cristian Bodnar
Sheaf-based Positional Encodings for Graph Neural Networks
2023/11/29
Yu He
H-Index: 14
Cristian Bodnar
H-Index: 5
Dirichlet energy enhancement of graph neural networks by framelet augmentation
arXiv preprint arXiv:2311.05767
2023/11/9
Topological deep learning: graphs, complexes, sheaves
2023/6/20
Cristian Bodnar
H-Index: 5
Cin++: Enhancing topological message passing
arXiv preprint arXiv:2306.03561
2023/6/6
Francesco Ceccarelli
H-Index: 0
Cristian Bodnar
H-Index: 5
Robotic control using value distributions
2023/2/7
On the expressive power of geometric graph neural networks
2023/7/3
Cristian Bodnar
H-Index: 5
Taco Cohen
H-Index: 20
Surfing on the neural sheaf
2022/11/7
Cristian Bodnar
H-Index: 5
Graph neural diffusion
2022/8/11
Simplicial attention networks
arXiv preprint arXiv:2204.09455
2022/4/20
Cristian Bodnar
H-Index: 5
Neural sheaf diffusion: A topological perspective on heterophily and oversmoothing in GNNs
Advances in Neural Information Processing Systems
2022/12/6
Sheaf neural networks with connection laplacians
2022/11/9
Neural ODE Processes: A Short Summary
2021/9/27
Weisfeiler and Lehman Go Cellular: CW Networks
Advances in neural information processing systems
2021/12/6
A metric space perspective on self-supervised policy adaptation
IEEE Robotics and Automation Letters
2021/3/23
Cristian Bodnar
H-Index: 5
Neural ODE processes
arXiv preprint arXiv:2103.12413
2021/3/23
Weisfeiler and Lehman Go Topological: Message Passing Simplicial Networks
2021/7/1
The Role of Isomorphism Classes in Multi-Relational Datasets
arXiv preprint arXiv:2009.14593
2020/9/30
Ben Day
H-Index: 5
Cristian Bodnar
H-Index: 5
On second order behaviour in augmented neural odes
2021/9/27
Proximal distilled evolutionary reinforcement learning
Proceedings of the AAAI Conference on Artificial Intelligence
2020/4/3
Cristian Bodnar
H-Index: 5
Ben Day
H-Index: 5
Co-Authors
