Artificial intelligence for accelerating material science research and developmentChristophe RosselHeiko Wolf2022SPS Communications
In-Pocket 3D Graphs Enhance Ligand-Target Compatibility in Generative Small-Molecule CreationSeung Gu KangJeff Weberet al.2022arXiv
Analysis of Training and Seed Bias in Small Molecules Generated with a Conditional Graph-Based Variational Autoencoder─Insights for Practical AI-Driven Molecule GenerationSeung-Gu KangJoseph A. Morroneet al.2022J. Chem. Inf. Model.
A Systematic Survey on Deep Generative Models for Graph GenerationXiaojie GuoLiang Zhao2021IEEE TPAMI
Pattern detection in the activation space for identifying synthesized contentCelia CintasSkyler Speakmanet al.2021Pattern Recognition Letters
Self-Supervised Ground-Roll Noise Attenuation Using Self-Labeling and Paired Data SynthesisDário Augusto Borges OliveiraDaniil G. Seminet al.2021IEEE TGRS
Practical Adversarial Robustness in Deep Learning: Problems and SolutionsPin-Yu ChenSayak Paul2021CVPR 2021
Trends in deep learning for property-driven drug designJannis BornMatteo Manica2021Current Medicinal Chemistry
From disjoint sets to parallel data to train seq2seq models for sentiment transferPaulo CavalinMarisa Vasconceloset al.2020EMNLP 2020