DGAIME

Deep Generative AI and Molecule Exploration are two of the sensation research topics of this era. Recently, Deep Generative AI has advanced significantly with the rise of normalizing flow models, and diffusion models backed up by Generativce Adversarial Networks. Despite that exploration of such techniques in the domain of molecule exploration is still at the nascent stage. We envision to observe technologies will move molecule exploration with the ambition of drug discovery or material synthesism to a different level in coming years. This workshop aims to provide a forum to meet, network, exchange, and collaborate among aspiring scientists in this niche area.

[News:] Workshop specific subsidized registration fee and possibility of online attendance under special circumstances available.

• De-novo drug discovery using advanced deep learning including LLMs, flow models and diffusion models
• Molecule exploration for material science
• Introduction of new datasets in the research of molecule exploration
• Development of novel metrics or platforms in evaluating molecule-generating techniques
• Survey or review papers in the field of molecule generation