Concepedia

Dominique Beaini

DB

Statistics

Publications

16

Citations

1.3K

H-Index

12

Active since

2017

Affiliations

Polytechnique Montréal(Current)

University of Cambridge

McGill University

Google (United States)

Centre Universitaire de Mila

Dominique Beaini is an author at Polytechnique Montréal specializing in graph-based learning, deep learning, and graph neural networks.

Publications per year

2017–2025

16

Publications

16

Boltz-2: Towards Accurate and Efficient Binding Affinity Prediction

Saro Passaro, Gabriele Corso, Jeremy Wohlwend et al. · bioRxiv (Cold Spring Harbor Laboratory) · 2025 · 447 citations · Full text

Life Sciences, Bioinformatics, Biophysics +15

Principal Neighbourhood Aggregation for Graph Nets

Gabriele Corso, Luca Cavalleri, Dominique Beaini et al. · arXiv (Cornell University) · 2020 · 244 citations · Full text

Computing, Data Science, Feature Engineering +15

Recipe for a General, Powerful, Scalable Graph Transformer

Ladislav Rampášek, Mikhail Galkin, Vijay Prakash Dwivedi et al. · arXiv (Cornell University) · 2022 · 227 citations · Full text

Computing, Computer Science, Algorithms +13

3D Infomax improves GNNs for Molecular Property Prediction

H. Stärk, Dominique Beaini, Gabriele Corso et al. · arXiv (Cornell University) · 2021 · 85 citations · Full text

Natural Sciences, Chemistry, Computational Chemistry +16

Rethinking Graph Transformers with Spectral Attention

Devin Kreuzer, Dominique Beaini, William L. Hamilton et al. · arXiv (Cornell University) · 2021 · 70 citations · Full text

Computing, Computer Science, Feature Engineering +16

1–5 of 16