Quantum Machine Learning for Material Synthesis and Hardware Security (Invited Paper). - Collin Beaudoin; Satwik Kundu; Rasit Onur Topaloglu; Swaroop Ghosh (ICCAD, 2022)

Quantum Machine Learning for Material Synthesis and Hardware Security. - Collin Beaudoin; Satwik Kundu; Rasit Onur Topaloglu; Swaroop Ghosh (CoRR, 2022)

Energy-based Generative Models for Target-specific Drug Discovery. - Junde Li; Collin Beaudoin; Swaroop Ghosh (CoRR, 2022)

AltGraph: Redesigning Quantum Circuits Using Generative Graph Models for Efficient Optimization. - Collin Beaudoin; Koustubh Phalak; Swaroop Ghosh (ACM Great Lakes Symposium on VLSI, 2024)

Evaluating Effects of Augmented SELFIES for Molecular Understanding Using QK-LSTM. - Collin Beaudoin; Swaroop Ghosh (CoRR, 2025)

Q-Fusion: Diffusing Quantum Circuits. - Collin Beaudoin; Swaroop Ghosh (CoRR, 2025)

Predicting Side Effect of Drug Molecules Using Recurrent Neural Networks. - Collin Beaudoin; Koustubh Phalak; Swaroop Ghosh (IEEE Trans. Emerg. Top. Comput. Intell., 2025)