Mathieu Blanchette

Associate Professor, McGill University

Joined

July 2019

Names

Mathieu Blanchette

Emails

****@cs.mcgill.ca (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Associate Professor

McGill University (mcgill.ca)

2008 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

bioinformatics

2003 – Present

Publications

Inference-Time Compute Scaling for Flow Matching
Adam Stecklov, Noah El Rimawi-Fine, Mathieu Blanchette
- Submitted to ICLR 2026
- Readers: Everyone
Simulation-Free Structure Learning for Stochastic Dynamics
Noah El Rimawi-Fine, Adam Stecklov, Lucas Nelson, Mathieu Blanchette, Alexander Tong, Stephen Y. Zhang, Lazar Atanackovic
- Submitted to ICLR 2026
- Readers: Everyone
h-MINT: Modeling Pocket-Ligand Binding with Hierarchical Molecular Interaction Network
Yanru Qu, Yijie Zhang, Wenjuan Tan, Xiangzhe Kong, Xiangxin Zhou, Chaoran Cheng, Mathieu Blanchette, Jiaxuan You, Ge Liu
- ICLR 2026 Poster
- Readers: Everyone
Simulation-Free Structure Learning For Stochastic Dynamics
Noah El Rimawi-Fine, Adam Stecklov, Lucas Nelson, Alexander Tong, Mathieu Blanchette, Stephen Y. Zhang, Lazar Atanackovic
- ICLR 2025 Workshop LMRL
- Readers: Everyone
Sparsity regularization via tree-structured environments for disentangled representations
Elliot Layne, Jason Hartford, Sebastien Lachapelle, Mathieu Blanchette, Dhanya Sridhar
- Accepted by TMLR
- Readers: Everyone
Meta Flow Matching: Integrating Vector Fields on the Wasserstein Manifold
Lazar Atanackovic, Xi Zhang, Brandon Amos, Mathieu Blanchette, Leo J Lee, Yoshua Bengio, Alexander Tong, Kirill Neklyudov
- ICLR 2025 Poster
- Readers: Everyone
Meta Flow Matching: Integrating Vector Fields on the Wasserstein Manifold
Lazar Atanackovic, Xi Zhang, Brandon Amos, Mathieu Blanchette, Leo J Lee, Yoshua Bengio, Alexander Tong, Kirill Neklyudov
- ICML 2024 Workshop GRaM
- Readers: Everyone
Meta Flow Matching: Integrating Vector Fields on the Wasserstein Manifold
Xi Zhang, Lazar Atanackovic, Brandon Amos, Mathieu Blanchette, Leo J Lee, Yoshua Bengio, Alexander Tong, Kirill Neklyudov
- Submitted to NeurIPS 2024
- Readers: Everyone
PhyloGFN: Phylogenetic inference with generative flow networks
Ming Yang Zhou, Zichao Yan, Elliot Layne, Nikolay Malkin, Dinghuai Zhang, Moksh Jain, Mathieu Blanchette, Yoshua Bengio
- ICLR 2024 poster
- Readers: Everyone
Leveraging Structure Between Environments: Phylogenetic Regularization Incentivizes Disentangled Representations
Elliot Layne, Dhanya Sridhar, Jason Hartford, Mathieu Blanchette
- Published: 09 Jul 2022, Last Modified: 12 Oct 2025
- CRL@UAI 2022 Poster
- Readers: Everyone

View all 12 publications

Co-Authors

View all 29 co-authors