Lucy J Colwell

Researcher, Google DeepMind

Associate Professor, University of Cambridge

Joined

November 2018

Names

Lucy J Colwell (Preferred)

Lucy Colwell

Lucy J. Colwell

Emails

****@google.com (Confirmed)

Personal Links

Career & Education History

Researcher

Google DeepMind (google.com)

2017 – Present

Associate Professor

University of Cambridge (cam.ac.uk)

2013 – Present

PhD student

Harvard University (harvard.edu)

2005 – 2010

Advisors, Relations & Conflicts

No relations added

Expertise

biology

proteins

sequence design

dna

rna

natural products

chemistry

Present

Publications

A roadmap for the functional annotation of protein families: a community perspective
Valérie de Crécy-Lagard, Rocio Amorin de Hegedus, Cecilia N. Arighi, Jill Babor, Alex Bateman, Ian Blaby, Crysten Blaby-Haas, Alan Bridge, Stephen K. Burley, Stacey Cleveland, Lucy J. Colwell, Ana Conesa, Christian Dallago, Antoine Danchin, Anita de Waard, Adam Deutschbauer, Raquel Dias, Yousong Ding, Gang Fang, Iddo Friedberg et al. (39 additional authors not shown)
- Published: 01 Jan 2022, Last Modified: 06 Jun 2023
- Database J. Biol. Databases Curation 2022
- Readers: Everyone
Meaningful machine learning models and machine-learned pharmacophores from fragment screening campaigns
Carl Poelking, Gianni Chessari, Christopher W. Murray, Richard J. Hall, Lucy J. Colwell, Marcel L. Verdonk
- Published: 01 Jan 2022, Last Modified: 06 Jun 2023
- CoRR 2022
- Readers: Everyone
Evaluating Attribution for Graph Neural Networks
Benjamin Manuel Sanchez, Jennifer N. Wei, Alex Wiltschko, Lucy J Colwell, Wesley Wei Qian, Peter Yiliu Wang, Brian Lee, Kevin McCloskey
- 14 Jun 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
Improving Protein Function Annotation via Unsupervised Pre-training: Robustness, Efficiency, and Insights
David Dohan, Andreea Gane, Maxwell L. Bileschi, David Belanger, Lucy J. Colwell
- 2021 (modified: 12 Apr 2023)
- KDD 2021
- Readers: Everyone
Rethinking Attention with Performers
Krzysztof Marcin Choromanski, Valerii Likhosherstov, David Dohan, Xingyou Song, Andreea Gane, Tamás Sarlós, Peter Hawkins, Jared Quincy Davis, Afroz Mohiuddin, Lukasz Kaiser, David Benjamin Belanger, Lucy J. Colwell, Adrian Weller
- 2021 (modified: 16 Apr 2023)
- ICLR 2021
- Readers: Everyone
Rethinking Attention with Performers
Krzysztof Marcin Choromanski, Valerii Likhosherstov, David Dohan, Xingyou Song, Andreea Gane, Tamas Sarlos, Peter Hawkins, Jared Quincy Davis, Afroz Mohiuddin, Lukasz Kaiser, David Benjamin Belanger, Lucy J Colwell, Adrian Weller
- Published: 12 Jan 2021, Last Modified: 12 Oct 2025
- ICLR 2021 Oral
- Readers: Everyone
The Effect of Debiasing Protein-Ligand Binding Data on Generalization
Vikram Sundar, Lucy Colwell
- 2020 (modified: 02 Apr 2022)
- J. Chem. Inf. Model. 2020
- Readers: Everyone
Population-Based Black-Box Optimization for Biological Sequence Design
Christof Angermüller, David Belanger, Andreea Gane, Zelda Mariet, David Dohan, Kevin Murphy, Lucy Colwell, D. Sculley
- 2020 (modified: 06 Jun 2023)
- CoRR 2020
- Readers: Everyone
Evaluating Attribution for Graph Neural Networks
Benjamin Sanchez-Lengeling, Jennifer N. Wei, Brian K. Lee, Emily Reif, Peter Wang, Wesley Wei Qian, Kevin McCloskey, Lucy J. Colwell, Alexander B. Wiltschko
- 2020 (modified: 16 May 2025)
- NeurIPS 2020
- Readers: Everyone
Population-Based Black-Box Optimization for Biological Sequence Design
Christof Angermüller, David Belanger, Andreea Gane, Zelda Mariet, David Dohan, Kevin Murphy, Lucy J. Colwell, D. Sculley
- 2020 (modified: 12 Apr 2023)
- ICML 2020
- Readers: Everyone

View all 21 publications

Co-Authors

View all 120 co-authors