Henry Kenlay

According to our database, Henry Kenlay authored at least 12 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Graph similarity learning for change-point detection in dynamic networks.

Déborah Sulem, Henry Kenlay, Mihai Cucuringu, Xiaowen Dong

Mach. Learn., January, 2024

Large scale paired antibody language models.

Henry Kenlay, Frédéric A. Dreyer, Aleksandr Kovaltsuk, Dom Miketa, Douglas Pires, Charlotte M. Deane

CoRR, 2024

2023

Inverse folding for antibody sequence design using deep learning.

Frédéric A. Dreyer, Daniel Cutting, Constantin Schneider, Henry Kenlay, Charlotte M. Deane

CoRR, 2023

Structure-aware robustness certificates for graph classification.

Pierre Osselin, Henry Kenlay, Xiaowen Dong

Proceedings of the Uncertainty in Artificial Intelligence, 2023

Bayesian Optimisation of Functions on Graphs.

Xingchen Wan, Pierre Osselin, Henry Kenlay, Binxin Ru, Michael A. Osborne, Xiaowen Dong

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

On the Unreasonable Effectiveness of Feature Propagation in Learning on Graphs With Missing Node Features.

Emanuele Rossi, Henry Kenlay, Maria I. Gorinova, Benjamin Paul Chamberlain, Xiaowen Dong, Michael M. Bronstein

Proceedings of the Learning on Graphs Conference, 2022

2021

Adversarial Attacks on Graph Classification via Bayesian Optimisation.

Xingchen Wan, Henry Kenlay, Binxin Ru, Arno Blaas, Michael A. Osborne, Xiaowen Dong

CoRR, 2021

Adversarial Attacks on Graph Classifiers via Bayesian Optimisation.

Xingchen Wan, Henry Kenlay, Robin Ru, Arno Blaas, Michael A. Osborne, Xiaowen Dong

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Interpretable Stability Bounds for Spectral Graph Filters.

Henry Kenlay, Dorina Thanou, Xiaowen Dong

Proceedings of the 38th International Conference on Machine Learning, 2021

On The Stability of Graph Convolutional Neural Networks Under Edge Rewiring.

Henry Kenlay, Dorina Thanou, Xiaowen Dong

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

On The Stability of Polynomial Spectral Graph Filters.

Henry Kenlay, Dorina Thanou, Xiaowen Dong

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Projection layers improve deep learning models of regulatory DNA function.

Alex Hawkins-Hooker, Henry Kenlay, John E. Reid

F1000Research, 2019