Kenlay, Henry

11 publications

NeurIPS 2025 On the Stability of Graph Convolutional Neural Networks: A Probabilistic Perspective Ning Zhang, Henry Kenlay, Li Zhang, Mihai Cucuringu, Xiaowen Dong

ICMLW 2024 ABodyBuilder3: Improved and Scalable Antibody Structure Predictions Henry Kenlay, Frederic A Dreyer, Daniel Cutting, Daniel Allen Nissley, Charlotte Deane

MLJ 2024 Graph Similarity Learning for Change-Point Detection in Dynamic Networks Déborah Sulem, Henry Kenlay, Mihai Cucuringu, Xiaowen Dong

NeurIPS 2023 Bayesian Optimisation of Functions on Graphs Xingchen Wan, Pierre Osselin, Henry Kenlay, Binxin Ru, Michael A Osborne, Xiaowen Dong

UAI 2023 Structure-Aware Robustness Certificates for Graph Classification Pierre Osselin, Henry Kenlay, Xiaowen Dong

LoG 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

NeurIPSW 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

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

ICMLW 2021 Attacking Graph Classification via Bayesian Optimisation Xingchen Wan, Henry Kenlay, Binxin Ru, Arno Blaas, Michael Osborne, Xiaowen Dong

ICML 2021 Interpretable Stability Bounds for Spectral Graph Filters Henry Kenlay, Dorina Thanou, Xiaowen Dong

ICLRW 2021 On the Stability of Graph Convolutional Neural Networks Under Edge Rewiring Henry Kenlay, Dorina Thanou, Xiaowen Dong