About
Yi Sun is a Professor at the David Geffen School of Medicine, University of California, Los Angeles, with affiliations in the Department of Psychiatry & Biobehavioral Sciences and Department of Molecular & Medical Pharmacology. His research bridges neuroscience, computational biology, and machine learning, focusing on neurogenesis, epigenetics, and high-level synthesis optimization.
- Neuroscience & Epigenetics (1997-2011): Investigated BDNF signaling, Jak-STAT pathway regulation of astrogliogenesis, and DNA methylation mechanisms.
- Modern Computational Focus (2023-2025): Explores neural network pruning, graph neural networks, causal inference, and LLM applications in biomedical and hardware domains.
Recent work includes VISTA for spatial transcriptomics, Brainode for brain signal analysis, and multi-agent dynamical system modeling. Publications span journals like Nature Neuroscience, Science, and Neuron.
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