Zixuan Zhang develops machine learning for vision, multi-agent decision-making and differentiable optimization, and applies bioinformatics plus metabolomics/lipidomics with label-free spectroscopy/microscopy to biomedicine. Recent work spans Mendelian randomization and pathology imaging.