Lena Nehale Ezzine

PhD student, DIRO, Mila - Quebec Artificial Intelligence Institute

Joined

January 2023

Names

Lena Nehale Ezzine (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

PhD student

DIRO, Mila - Quebec Artificial Intelligence Institute (mila.quebec)

2023 – 2027

MS student

CentraleSupelec (centralesupelec.fr)

2020 – 2022

Advisors, Relations & Conflicts

PhD Advisor

2023 – 2027

Expertise

AI for Drug Discovery

2023 – 2027

AI for Generative Modeling

2023 – 2027

Publications

Torsional-GFN: a conditional conformation generator for small molecules
Alexandra Volokhova, Lena Nehale Ezzine, Piotr Gaiński, Luca Scimeca, Emmanuel Bengio, Prudencio Tossou, Yoshua Bengio, Alex Hernández-García
- Submitted to ICLR 2026
- Readers: Everyone
Torsional-GFN: a conditional conformation generator for small molecules
Lena Nehale Ezzine, Alexandra Volokhova, Piotr Gaiński, Luca Scimeca, Emmanuel Bengio, Prudencio Tossou, Yoshua Bengio, Alex Hernández-García
- GenBio 2025 Poster
- Readers: Everyone
Action abstractions for amortized sampling
Oussama Boussif, Lena Nehale Ezzine, Joseph D Viviano, Michał Koziarski, Moksh Jain, Nikolay Malkin, Emmanuel Bengio, Rim Assouel, Yoshua Bengio
- ICLR 2025 Poster
- Readers: Everyone
A theory of continuous generative flow networks
Salem Lahlou, Tristan Deleu, Pablo Lemos, Dinghuai Zhang, Alexandra Volokhova, Alex Hernández-García, Lena Nehale Ezzine, Yoshua Bengio, Nikolay Malkin
- ICML 2023 Poster
- Readers: Everyone

Co-Authors