Leveraging Active Subspaces to Capture Epistemic Model Uncertainty in Deep Generative Models for Molecular Design. - A. N. M. Nafiz Abeer; Sanket R. Jantre; Nathan M. Urban; Byung-Jun Yoon (MLSP, 2024)

Enhancing Generative Molecular Design via Uncertainty-guided Fine-tuning of Variational Autoencoders. - A. N. M. Nafiz Abeer; Sanket R. Jantre; Nathan M. Urban; Byung-Jun Yoon (CoRR, 2024)

Multi-objective latent space optimization of generative molecular design models. - A. N. M. Nafiz Abeer; Nathan M. Urban; M. Ryan Weil; Francis J. Alexander; Byung-Jun Yoon (Patterns, 2024)

Forward Target Propagation: A Forward-Only Approach to Global Error Credit Assignment via Local Losses. - Nazmus Saadat As-Saquib; A. N. M. Nafiz Abeer; Hung-Ta Chien; Byung-Jun Yoon; Suhas Kumar; Su-in Yi (CoRR, 2025)