Projection layers improve deep learning models of regulatory DNA function. - Alex Hawkins-Hooker; Henry Kenlay; John E. Reid (F1000Research, 2019)

On The Stability of Polynomial Spectral Graph Filters. - Henry Kenlay; Dorina Thanou; Xiaowen Dong 001 (ICASSP, 2020)

On The Stability of Graph Convolutional Neural Networks Under Edge Rewiring. - Henry Kenlay; Dorina Thanou; Xiaowen Dong 001 (ICASSP, 2021)

Interpretable Stability Bounds for Spectral Graph Filters. - Henry Kenlay; Dorina Thanou; Xiaowen Dong 001 (ICML, 2021)

Adversarial Attacks on Graph Classifiers via Bayesian Optimisation. - Xingchen Wan; Henry Kenlay; Robin Ru; Arno Blaas; Michael A. Osborne; Xiaowen Dong 001 (NeurIPS, 2021)

Adversarial Attacks on Graph Classification via Bayesian Optimisation. - Xingchen Wan; Henry Kenlay; Binxin Ru; Arno Blaas; Michael A. Osborne; Xiaowen Dong 001 (CoRR, 2021)

On the Unreasonable Effectiveness of Feature Propagation in Learning on Graphs With Missing Node Features. - Emanuele Rossi; Henry Kenlay; Maria I. Gorinova 001; Benjamin Paul Chamberlain; Xiaowen Dong 001; Michael M. Bronstein (LoG, 2022)

Bayesian Optimisation of Functions on Graphs. - Xingchen Wan; Pierre Osselin; Henry Kenlay; Binxin Ru; Michael A. Osborne; Xiaowen Dong 001 (NeurIPS, 2023)

Structure-aware robustness certificates for graph classification. - Pierre Osselin; Henry Kenlay; Xiaowen Dong 001 (UAI, 2023)

Inverse folding for antibody sequence design using deep learning. - Frédéric A. Dreyer; Daniel Cutting; Constantin Schneider; Henry Kenlay; Charlotte M. Deane (CoRR, 2023)

ABodyBuilder3: Improved and scalable antibody structure predictions. - Henry Kenlay; Frédéric A. Dreyer; Daniel Cutting; Daniel A. Nissley; Charlotte M. Deane (CoRR, 2024)

Large scale paired antibody language models. - Henry Kenlay; Frédéric A. Dreyer; Aleksandr Kovaltsuk; Dom Miketa; Douglas Pires; Charlotte M. Deane (PLoS Comput. Biol., 2024)

Graph similarity learning for change-point detection in dynamic networks. - Déborah Sulem; Henry Kenlay; Mihai Cucuringu; Xiaowen Dong 001 (Mach. Learn., 2024)

On the Stability of Graph Convolutional Neural Networks: A Probabilistic Perspective. - Ning Zhang; Henry Kenlay; Li Zhang 131; Mihai Cucuringu; Xiaowen Dong 001 (CoRR, 2025)