Collin Beaudoin

According to our database, Collin Beaudoin authored at least 8 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Quality Model for Machine Learning Components.

Grace A. Lewis, Rachel A. Brower-Sinning, Robert Edman, Ipek Ozkaya, Sebastián Echeverría, Alex Derr, Collin Beaudoin, Katherine R. Maffey

CoRR, February, 2026

2025

Predicting Side Effect of Drug Molecules Using Recurrent Neural Networks.

Collin Beaudoin, Koustubh Phalak, Swaroop Ghosh

IEEE Trans. Emerg. Top. Comput. Intell., April, 2025

Evaluating Effects of Augmented SELFIES for Molecular Understanding Using QK-LSTM.

Collin Beaudoin, Swaroop Ghosh

CoRR, April, 2025

Q-Fusion: Diffusing Quantum Circuits.

Collin Beaudoin, Swaroop Ghosh

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2025

2024

AltGraph: Redesigning Quantum Circuits Using Generative Graph Models for Efficient Optimization.

Collin Beaudoin, Koustubh Phalak, Swaroop Ghosh

Proceedings of the Great Lakes Symposium on VLSI 2024, 2024

2022

Energy-based Generative Models for Target-specific Drug Discovery.

Junde Li, Collin Beaudoin, Swaroop Ghosh

CoRR, 2022

Quantum Machine Learning for Material Synthesis and Hardware Security.

Collin Beaudoin, Satwik Kundu, Rasit Onur Topaloglu, Swaroop Ghosh

CoRR, 2022

Quantum Machine Learning for Material Synthesis and Hardware Security (Invited Paper).

Collin Beaudoin, Satwik Kundu, Rasit Onur Topaloglu, Swaroop Ghosh

Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022