Emmanuel Bengio

Torsional-GFN: a conditional conformation generator for small molecules

SynFlowNet: Design of Diverse and Novel Molecules with Synthesis Constraints

Pretraining Generative Flow Networks with Inexpensive Rewards for Molecular Graph Generation

Action abstractions for amortized sampling

Towards Improving Exploration through Sibling Augmented GFlowNets

Adaptive teachers for amortized samplers

Efficient Biological Data Acquisition through Inference Set Design

Improved Off-policy Reinforcement Learning in Biological Sequence Design

Improved Off-policy Reinforcement Learning in Biological Sequence Design

Random Policy Evaluation Uncovers Policies of Generative Flow Networks