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2020 – today
- 2024
[j1]Déborah Sulem
, Henry Kenlay, Mihai Cucuringu, Xiaowen Dong:
Graph similarity learning for change-point detection in dynamic networks. Mach. Learn. 113(1): 1-44 (2024)- [i11]Henry Kenlay, Frédéric A. Dreyer, Aleksandr Kovaltsuk, Dom Miketa, Douglas Pires, Charlotte M. Deane:
Large scale paired antibody language models. CoRR abs/2403.17889 (2024) - [i10]Henry Kenlay, Frédéric A. Dreyer, Daniel Cutting, Daniel A. Nissley, Charlotte M. Deane:
ABodyBuilder3: Improved and scalable antibody structure predictions. CoRR abs/2405.20863 (2024) - 2023
- [c7]Xingchen Wan, Pierre Osselin, Henry Kenlay, Binxin Ru, Michael A. Osborne, Xiaowen Dong:
Bayesian Optimisation of Functions on Graphs. NeurIPS 2023 - [c6]Pierre Osselin, Henry Kenlay, Xiaowen Dong:
Structure-aware robustness certificates for graph classification. UAI 2023: 1596-1605 - [i9]Xingchen Wan, Pierre Osselin, Henry Kenlay, Binxin Ru, Michael A. Osborne, Xiaowen Dong:
Bayesian Optimisation of Functions on Graphs. CoRR abs/2306.05304 (2023) - [i8]Pierre Osselin, Henry Kenlay, Xiaowen Dong:
Structure-Aware Robustness Certificates for Graph Classification. CoRR abs/2306.11915 (2023) - [i7]Frédéric A. Dreyer, Daniel Cutting, Constantin Schneider, Henry Kenlay, Charlotte M. Deane:
Inverse folding for antibody sequence design using deep learning. CoRR abs/2310.19513 (2023) - 2022
- [c5]Emanuele Rossi, Henry Kenlay, Maria I. Gorinova, Benjamin Paul Chamberlain, Xiaowen Dong, Michael M. Bronstein:
On the Unreasonable Effectiveness of Feature Propagation in Learning on Graphs With Missing Node Features. LoG 2022: 11 - [i6]Déborah Sulem, Henry Kenlay, Mihai Cucuringu, Xiaowen Dong:
Graph similarity learning for change-point detection in dynamic networks. CoRR abs/2203.15470 (2022) - 2021
- [c4]Henry Kenlay, Dorina Thanou, Xiaowen Dong:
On The Stability of Graph Convolutional Neural Networks Under Edge Rewiring. ICASSP 2021: 8513-8517 - [c3]Henry Kenlay, Dorina Thanou, Xiaowen Dong:
Interpretable Stability Bounds for Spectral Graph Filters. ICML 2021: 5388-5397 - [c2]Xingchen Wan, Henry Kenlay, Robin Ru, Arno Blaas, Michael A. Osborne, Xiaowen Dong:
Adversarial Attacks on Graph Classifiers via Bayesian Optimisation. NeurIPS 2021: 6983-6996 - [i5]Henry Kenlay, Dorina Thanou, Xiaowen Dong:
Interpretable Stability Bounds for Spectral Graph Filters. CoRR abs/2102.09587 (2021) - [i4]Xingchen Wan, Henry Kenlay, Binxin Ru, Arno Blaas, Michael A. Osborne, Xiaowen Dong:
Adversarial Attacks on Graph Classification via Bayesian Optimisation. CoRR abs/2111.02842 (2021) - [i3]Emanuele Rossi, Henry Kenlay, Maria I. Gorinova, Benjamin Paul Chamberlain, Xiaowen Dong, Michael M. Bronstein:
On the Unreasonable Effectiveness of Feature propagation in Learning on Graphs with Missing Node Features. CoRR abs/2111.12128 (2021) - 2020
- [c1]Henry Kenlay, Dorina Thanou, Xiaowen Dong:
On The Stability of Polynomial Spectral Graph Filters. ICASSP 2020: 5350-5354 - [i2]Henry Kenlay, Dorina Thanou, Xiaowen Dong:
On the Stability of Graph Convolutional Neural Networks under Edge Rewiring. CoRR abs/2010.13747 (2020)
2010 – 2019
- 2019
- [i1]Alex Hawkins-Hooker, Henry Kenlay, John E. Reid:
Projection layers improve deep learning models of regulatory DNA function. F1000Research 8: 151 (2019)
Coauthor Index
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