Richard Bonneau
5 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
NIPS (2)
EMNLP (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
few-shot learning
(1)
text classification
(1)
supervised contrastive learning
(1)
protein structure prediction
(1)
protein design
(1)
diffusion model
(1)
physics-informed model
(1)
molecular generation
(1)
antibody design
(1)
equivariant neural network
(1)
protein structure
(1)
multiple sequence alignment
(1)
pretrained language model
(1)
structural biology
(1)
dictionary-assisted learning
(1)
keyword simplification
(1)
antibody generation
(1)
equvariant 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
OpenProteinSet: Training data for structural biology at scale
NIPS 2023
AbDiffuser: full-atom generation of in-vitro functioning antibodies
NIPS 2023
Dictionary-Assisted Supervised Contrastive Learning
EMNLP 2022