Lucy Colwell
4 papers · 2020–2023 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
π
Conference Polyglot Β· Bronze
π
Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(10)
π
Triple Crown
π
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(3)
Artificial Intelligence
(2)
Core Methods
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Applications Β· Data Science & Analytics
(1)
Applications Β· Computer Science
(1)
Architectures
(1)
Core AI
(1)
Learning Paradigms
(1)
Methods
(1)
Optimization
(1)
Keywords
biological sequence design
(2)
global optimization
(1)
protein sequence
(1)
protein design
(1)
ensemble method
(1)
model benchmarking
(1)
evolutionary optimization
(1)
ground truth
(1)
attribution method
(1)
model-based rl
(1)
population-based method
(1)
graph neural network
(1)
amino acid sequence
(1)
binding prediction
(1)
antigen-antibody interaction
(1)
vhh antibody
(1)
hyperparameter optimization
(1)
dna binding site
(1)
Papers
AVIDa-hIL6: A Large-Scale VHH Dataset Produced from an Immunized Alpaca for Predicting Antigen-Antibody Interactions
NeurIPS 2023
Evaluating Attribution for Graph Neural Networks
NeurIPS 2020
Model-based reinforcement learning for biological sequence design
ICLR 2020
Population-Based Black-Box Optimization for Biological Sequence Design
ICML 2020