Prudencio Tossou

Prudencio Tossou

Université Laval

H-index: 6

North America-Canada

About Prudencio Tossou

Prudencio Tossou, With an exceptional h-index of 6 and a recent h-index of 6 (since 2020), a distinguished researcher at Université Laval, specializes in the field of artificial intelligence, machine learning, bioinformatic, drug design.

His recent articles reflect a diverse array of research interests and contributions to the field:

Real-World Molecular Out-Of-Distribution: Specification and Investigation

Gotta be SAFE: a new framework for molecular design

Role of Structural and Conformational Diversity for Machine Learning Potentials

Towards foundational models for molecular learning on large-scale multi-task datasets

MoDTI: Modular framework for evaluating inductive biases in DTI modeling

MOT: a Multi-Omics Transformer for multiclass classification tumour types predictions

3d infomax improves gnns for molecular property prediction

Rethinking graph transformers with spectral attention

Prudencio Tossou Information

University

Position

___

Citations(all)

681

Citations(since 2020)

602

Cited By

145

hIndex(all)

6

hIndex(since 2020)

6

i10Index(all)

6

i10Index(since 2020)

6

Email

University Profile Page

Google Scholar

Prudencio Tossou Skills & Research Interests

artificial intelligence

machine learning

bioinformatic

drug design

Top articles of Prudencio Tossou

Real-World Molecular Out-Of-Distribution: Specification and Investigation

Journal of Chemical Information and Modeling

2024/2/1

Gotta be SAFE: a new framework for molecular design

Digital Discovery

2024

Michael Craig
Michael Craig

H-Index: 15

Prudencio Tossou
Prudencio Tossou

H-Index: 4

Role of Structural and Conformational Diversity for Machine Learning Potentials

arXiv preprint arXiv:2311.00862

2023/10/30

Prudencio Tossou
Prudencio Tossou

H-Index: 4

Hadrien Mary
Hadrien Mary

H-Index: 3

MoDTI: Modular framework for evaluating inductive biases in DTI modeling

2023/5/5

Prudencio Tossou
Prudencio Tossou

H-Index: 4

MOT: a Multi-Omics Transformer for multiclass classification tumour types predictions

BioRxiv

2022/11/16

Prudencio Tossou
Prudencio Tossou

H-Index: 4

3d infomax improves gnns for molecular property prediction

2022/6/28

Rethinking graph transformers with spectral attention

Advances in Neural Information Processing Systems

2021/12/6

Prudencio Tossou
Prudencio Tossou

H-Index: 4

On the robustness of generalization of drug–drug interaction models

BMC bioinformatics

2021/12

Prudencio Tossou
Prudencio Tossou

H-Index: 4

3D Pre-training improves GNNs for Molecular Property Prediction

2021/10/6

Applying PySCMGroup to Breast Cancer Biomarkers Discovery.

2021

Prudencio Tossou
Prudencio Tossou

H-Index: 4

François Laviolette
François Laviolette

H-Index: 26

Geodesics in fibered latent spaces: A geometric approach to learning correspondences between conditions

arXiv preprint arXiv:2005.07852

2020/5/16

Tariq Daouda
Tariq Daouda

H-Index: 7

Prudencio Tossou
Prudencio Tossou

H-Index: 4

Meta-learning for drug discovery

2020/7/17

Prudencio Tossou
Prudencio Tossou

H-Index: 4

See List of Professors in Prudencio Tossou University(Université Laval)