Scholar
Xue-Xin Wei
Google Scholar ID: 7Pd1QzwAAAAJ
Department of Neuroscience, Department of Psychology, UT Austin
Theoretical neuroscience
Computational neuroscience
Vision
Cognition
Artificial intelligence
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Citations & Impact
All-time
Citations
2,102
H-index
17
i10-index
22
Publications
20
Co-authors
9
list available
Contact
No contact links provided.
Publications
5 items
The Bayesian Origin of the Probability Weighting Function in Human Representation of Probabilities
2025
Cited
0
Diffusion models under low-noise regime
2025
Cited
0
Quantifying task-relevant representational similarity using decision variable correlation
2025
Cited
0
How Do Diffusion Models Improve Adversarial Robustness?
2025
Cited
0
An Investigation of Conformal Isometry Hypothesis for Grid Cells
arXiv.org · 2024
Cited
1
Resume (English only)
Academic Achievements
Published extensively in top-tier venues including Nature, Nature Neuroscience, Nature Communications, PNAS, NeurIPS, and ICLR
Developed pi-VAE (Zhou & Wei, NeurIPS 2020), a method to extract low-dimensional neural manifolds while modeling latent-behavior dependencies
Pioneered the use of optimized RNNs to model brain mechanisms of spatial navigation (Cueva & Wei, ICLR 2018)
Proposed unifying theories for perceptual biases and representational geometry (Hahn & Wei, Nature Neuroscience 2024; Kriegeskorte & Wei, Nature Reviews Neuroscience 2021)
Contributed to understanding population dynamics of the thalamic head direction system (Ajabi et al., Nature 2023)
Co-authors
9 total
Co-author 1
Co-author 2
Christopher J. Cueva
Stanford University, Columbia University, MIT, Brown University
Co-author 4
Nikolaus Kriegeskorte
Professor of Psychology and Neuroscience, Columbia University
Co-author 6
Co-author 7
Co-author 8
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