Dr. Xie leads the Laboratory for Integrative Cognition and Neuroscience (ICON lab), which is dedicated to exploring the intricate relationship between the human brain and cognition, with a particular focus on memory in both healthy and aging/clinical populations. The primary objective of the lab is to understand the constituents of the mind, their neurobiological underpinnings, and their impact on overall health. Memory serves as a critical research area for the lab, as it captures the content (what we remember) and process (how we remember) of the mind, providing a foundation for understanding more complex mental phenomena such as social interaction, decision-making, affect, and mental health. To study human memory across different timescales, contexts, and individuals, the ICON lab employs a range of methods, including mathematical modeling, crowdsourcing, fMRI, (i)EEG/MEG, eye-tracking, brain stimulation, and translational approaches. The lab's research investigates the quantity, quality, and subjective values of memories, as well as their underlying neurobiological mechanisms. Additionally, the lab is committed to developing and promoting advanced data analysis techniques for interpreting large-scale behavioral and neural data that arise from its research.