Bayesian Inference with Efficient Neural Population Codes. - Xue-Xin Wei; Alan A. Stocker (ICANN (1), 2012)

Efficient coding provides a direct link between prior and likelihood in perceptual Bayesian inference. - Xue-Xin Wei; Alan A. Stocker (NIPS, 2012)

Efficient Neural Codes under Metabolic Constraints. - Zhuo Wang; Xue-Xin Wei; Alan A. Stocker; Daniel D. Lee (NIPS, 2016)

Mutual Information, Fisher Information, and Efficient Coding. - Xue-Xin Wei; Alan A. Stocker (Neural Comput., 2016)

Emergence of grid-like representations by training recurrent neural networks to perform spatial localization. - Christopher J. Cueva; Xue-Xin Wei (ICLR (Poster), 2018)

Emergence of functional and structural properties of the head direction system by optimization of recurrent neural networks. - Christopher J. Cueva; Peter Y. Wang; Matthew Chin; Xue-Xin Wei (ICLR, 2020)

Learning identifiable and interpretable latent models of high-dimensional neural activity using pi-VAE. - Ding Zhou; Xue-Xin Wei (NeurIPS, 2020)

Understanding multivariate brain activity: Evaluating the effect of voxelwise noise correlations on population codes in functional magnetic resonance imaging. - Ru-Yuan Zhang; Xue-Xin Wei; Kendrick N. Kay (PLoS Comput. Biol., 2020)

On Path Integration of Grid Cells: Group Representation and Isotropic Scaling. - Ruiqi Gao; Jianwen Xie; Xue-Xin Wei; Song-Chun Zhu; Ying Nian Wu (NeurIPS, 2021)

Conformal Isometry of Lie Group Representation in Recurrent Network of Grid Cells. - Dehong Xu; Ruiqi Gao; Wenhao Zhang 002; Xue-Xin Wei; Ying Nian Wu (NeurReps, 2022)

CProMG: controllable protein-oriented molecule generation with desired binding affinity and drug-like properties. - Jia-Ning Li; Guang Yang 043; Peng-Cheng Zhao; Xue-Xin Wei; Jian-Yu Shi (Bioinform., 2023)

Conformal Normalization in Recurrent Neural Network of Grid Cells. - Dehong Xu; Ruiqi Gao; Wenhao Zhang 002; Xue-Xin Wei; Ying Nian Wu (CoRR, 2023)

DVL-CC: A Novel Dual-View Learning Framework for Compound Cocrystal Prediction Boosted by View Consistency and Complementarity. - Haoyang Yu; Bei Zhu; Bing-Xue Du; Xue-Xin Wei; Hui Yu 011; Jian-Yu Shi (BCB, 2024)

An Investigation of Conformal Isometry Hypothesis for Grid Cells. - Dehong Xu; Ruiqi Gao; Wenhao Zhang 002; Xue-Xin Wei; Ying Nian Wu (CoRR, 2024)

Cognitive maps from predictive vision. - Margaret C. von Ebers; Xue-Xin Wei (Nat. Mac. Intell., 2024)

Emergent neural dynamics and geometry for generalization in a transitive inference task. - Kenneth Kay; Natalie Biderman; Ramin Khajeh; Manuel Beiran; Christopher J. Cueva; Daphna Shohamy; Greg Jensen; Xue-Xin Wei; Vincent P. Ferrera; L. F. Abbott (PLoS Comput. Biol., 2024)

On Conformal Isometry of Grid Cells: Learning Distance-Preserving Position Embedding. - Dehong Xu; Ruiqi Gao; Wenhao Zhang 002; Xue-Xin Wei; Ying Nian Wu (ICLR, 2025)

How Do Diffusion Models Improve Adversarial Robustness? - Liu Yuezhang; Xue-Xin Wei (CoRR, 2025)

Quantifying task-relevant representational similarity using decision variable correlation. - Yu Qian; Wilson S. Geisler; Xue-Xin Wei (CoRR, 2025)

Diffusion models under low-noise regime. - Elizabeth Pavlova; Xue-Xin Wei (CoRR, 2025)