Guillaume Richard

Researcher, InstaDeep

Joined

August 2020

Names

Guillaume Richard (Preferred)

Emails

****@gmail.com (Confirmed)

****@instadeep.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

InstaDeep (instadeep.com)

2021 – Present

PhD student

ENS Paris-Saclay (ens-cachan.fr)

2018 – 2021

Advisors, Relations & Conflicts

No relations added

Expertise

Machine Learning for Biology

2022 – Present

Quality Diversity Optimization

2021 – Present

Transfer Learning

2018 – Present

Publications

Bimodal masked language modeling for bulk RNA-seq and DNA methylation representation learning
Maxence Gélard, Hakim Benkirane, Thomas Pierrot, Guillaume Richard, Paul-Henry Cournède
- Submitted to ICLR 2026
- Readers: Everyone
Bimodal masked language modeling for bulk RNA-seq and DNA methylation representation learning
Maxence Gélard, Hakim Benkirane, Thomas Pierrot, Guillaume Richard, Paul-Henry Cournède
- GenBio 2025 Poster
- Readers: Everyone
A foundational large language model for edible plant genomes
Javier Mendoza-Revilla, Evan Trop, Liam Gonzalez, Maša Roller, Hugo Dalla-torre, Bernardo P de Almeida, Guillaume Richard, Jonathan Caton, Nicolas Lopez Carranza, Marcin J. Skwark, Alexandre Laterre, Karim Beguir, Thomas PIERROT, Marie Lopez
- communications biology
- Readers: Everyone
ChatNT: A Multimodal Conversational Agent for DNA, RNA and Protein Tasks
Guillaume Richard, Bernardo P de Almeida, Hugo Dalla-torre, Christopher Blum, Lorenz Hexemer, Priyanka Pandey, Stefan Laurent, Marie Lopez, Alexandre Laterre, Maren Lang, Ugur Sahin, Karim Beguir, Thomas PIERROT
- BioArxiv
- Readers: Everyone
SegmentNT: annotating the genome at single-nucleotide resolution with DNA foundation models
Bernardo P de Almeida, Hugo Dalla-torre, Guillaume Richard, Christopher Blum, Lorenz Hexemer, Maxence Gélard, Javier Mendoza-Revilla, Priyanka Pandey, Stefan Laurent, Marie Lopez, Alexandre Laterre, Maren Lang, Ugur Sahin, Karim Beguir, Thomas PIERROT
- BioArxiv
- Readers: Everyone
PASTA: Pretrained Action-State Transformer Agents
Raphael Boige, Yannis Flet-Berliac, Lars C.P.M. Quaedvlieg, Guillaume Richard, Arthur Flajolet, Thomas PIERROT
- Reinforcement Learning Journal, vol. 1, no. 1, 2024
- Readers: Everyone
The Nucleotide Transformer: Building and Evaluating Robust Foundation Models for Human Genomics
Hugo Dalla-Torre, Liam Gonzalez, Javier Mendoza-Revilla, Nicolas Lopez Carranza, Adam Henryk Grzywaczewski, Francesco Oteri, Christian Dallago, Evan Trop, Bernardo P de Almeida, Hassan Sirelkhatim, Guillaume Richard, Marcin J. Skwark, Karim Beguir, Marie Lopez, Thomas PIERROT
- bioarxiv
- Readers: Everyone
Multi-modal Transfer Learning between Biological Foundation Models
Juan Jose Garau-Luis, Patrick Philippe Bordes, Liam Gonzalez, Maša Roller, Bernardo P de Almeida, Christopher F. Blum, Lorenz Hexemer, Stefan Laurent, Maren Lang, Thomas PIERROT, Guillaume Richard
- NeurIPS 2024 poster
- Readers: Everyone
PASTA: Pretrained Action-State Transformer Agents
Raphael Boige, Yannis Flet-Berliac, Lars C.P.M. Quaedvlieg, Arthur Flajolet, Guillaume Richard, Thomas PIERROT
- RLC 2024
- Readers: Everyone
PASTA: Pretrained Action-State Transformer Agents
Raphael Boige, Yannis Flet-Berliac, Arthur Flajolet, Guillaume Richard, Thomas PIERROT
- Submitted to ICLR 2024
- Readers: Everyone

View all 21 publications

Co-Authors

View all 51 co-authors