Henry Kenlay
Scholar

Henry Kenlay

Google Scholar ID: 3xBEuKUAAAAJ
DPhil student, University of Oxford
Machine LearningGraph Neural NetworksAntibody Design
Citations & Impact
All-time
Citations
565
 
H-index
11
 
i10-index
11
 
Publications
18
 
Co-authors
10
list available
Resume (English only)
Academic Achievements
  • Paper 'ABodyBuilder3: Improved and scalable antibody structure predictions' accepted at two ICML workshops and published in Bioinformatics.
  • Paper 'Large scale paired antibody language models' published in PLOS Computational Biology; model weights open-sourced on HuggingFace.
  • Paper 'Bayesian Optimisation of Functions on Graphs' accepted at NeurIPS 2023.
  • Paper 'Inverse folding for antibody sequence design using deep learning' accepted at ICML 2023 Workshop on Computational Biology.
  • Paper 'On the Unreasonable Effectiveness of Feature Propagation in Learning on Graphs with Missing Node Features' accepted at ECMLPKDD 2022 and the inaugural Learning on Graphs Conference.
  • Co-first author paper 'Structure-Aware Robustness Certificates for Graph Classification' accepted at MLG @ ECMLPKDD 2022.
  • Recognized as a Top Reviewer for NeurIPS 2022.
  • Passed DPhil viva without corrections in February 2023 and received a commendation letter from Oxford’s MPLS Division.