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Molecule Design by Latent Space Energy-Based Modeling and Gradual
Distribution ShiftingConference on Uncertainty in Artificial Intelligence (UAI), 2023 |
Modular Flows: Differential Molecular GenerationNeural Information Processing Systems (NeurIPS), 2022 |
A Survey on Deep Graph Generation: Methods and ApplicationsLOG IN (LOG IN), 2022 |
GraphDF: A Discrete Flow Model for Molecular Graph GenerationInternational Conference on Machine Learning (ICML), 2021 |
A Systematic Survey on Deep Generative Models for Graph GenerationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 |
Normalizing Flows for Probabilistic Modeling and InferenceJournal of machine learning research (JMLR), 2019 |