Richard Bonneau
5 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(16)
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Deep Learning
(3)
Optimization & Theory
(3)
Core AI
(2)
Models
(2)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Natural Language Processing
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Clinical
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types
(1)
Keywords
protein design
(2)
text classification
(1)
preference learning
(1)
supervised contrastive learning
(1)
markov chain monte carlo
(1)
protein structure prediction
(1)
discrete sampling
(1)
bilevel optimization
(1)
generative model
(1)
diffusion model
(1)
energy-based model
(1)
physics-informed model
(1)
molecular generation
(1)
pre-trained language model
(1)
antibody design
(1)
equivariant neural network
(1)
protein structure
(1)
multiple sequence alignment
(1)
structural biology
(1)
large language model
(1)
Papers
Generalists vs. Specialists: Evaluating LLMs on Highly-Constrained Biophysical Sequence Optimization Tasks
ICML 2025
Protein Discovery with Discrete Walk-Jump Sampling
ICLR 2024
AbDiffuser: full-atom generation of in-vitro functioning antibodies
NeurIPS 2023
OpenProteinSet: Training data for structural biology at scale
NeurIPS 2023
Dictionary-Assisted Supervised Contrastive Learning
EMNLP 2022