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)

SimAM: A Simple, Parameter-Free Attention Module for Convolutional Neural Networks. - Lingxiao Yang; Ru-Yuan Zhang; Lida Li; Xiaohua Xie (ICML, 2021)

Dissociable Neural Representations of Adversarially Perturbed Images in Convolutional Neural Networks and the Human Brain. - Chi Zhang 008; Xiaohan Duan; Lin-Yuan Wang 001; Yong-Li Li; Bin Yan 002; Guoen Hu; Ru-Yuan Zhang; Li Tong (Frontiers Neuroinformatics, 2021)

Atypically larger variability of resource allocation accounts for visual working memory deficits in schizophrenia. - Yi-Jie Zhao; Tianye Ma; Li Zhang 116; Xuemei Ran; Ru-Yuan Zhang; Yixuan Ku (PLoS Comput. Biol., 2021)

A computationally rational analysis of response strategy in a probability learning task. - Zeming Fang; Ru-Yuan Zhang; Chris R. Sims (CogSci, 2022)

Ultra-high field (10.5T) diffusion-weighted MRI of the macaque brain. - Mark D. Grier; Essa Yacoub; Gregor Adriany; Russell Luke Lagore; Noam Harel; Ru-Yuan Zhang; Christophe Lenglet; Kâmil Ugurbil; Jan Zimmermann; Sarah R. Heilbronner (NeuroImage, 2022)

Neural Prediction Errors enable Analogical Visual Reasoning in Human Standard Intelligence Tests. - Lingxiao Yang; Hongzhi You; Zonglei Zhen; Dahui Wang; Xiaohong Wan; Xiaohua Xie; Ru-Yuan Zhang (ICML, 2023)

RuleMatch: Matching Abstract Rules for Semi-supervised Learning of Human Standard Intelligence Tests. - Yunlong Xu 001; Lingxiao Yang; Hongzhi You; Zonglei Zhen; Da-Hui Wang; Xiaohong Wan; Xiaohua Xie; Ru-Yuan Zhang (IJCAI, 2023)

Assessment of vibration modulated regional cerebral blood flow with MRI. - Linghan Kong; Suhao Qiu; Yu Chen; Zhao He; Peiyu Huang; Qiang He; Ru-Yuan Zhang; Xi-Qiao Feng; Linhong Deng; Yao Li 010; Fuhua Yan; Guang-Zhong Yang; et al. (NeuroImage, 2023)

An Interpretable Neuro-symbolic Model for Raven's Progressive Matrices Reasoning. - Shukuo Zhao; Hongzhi You; Ru-Yuan Zhang; Bailu Si; Zonglei Zhen; Xiaohong Wan; Da-Hui Wang (Cogn. Comput., 2023)

MMA: Multi-Modal Adapter for Vision-Language Models. - Lingxiao Yang; Ru-Yuan Zhang; Yanchen Wang; Xiaohua Xie (CVPR, 2024)

Systematic Abductive Reasoning via Diverse Relation Representations in Vector-symbolic Architecture. - Zhong-Hua Sun; Ru-Yuan Zhang; Zonglei Zhen; Da-Hui Wang; Yong-Jie Li; Xiaohong Wan; Hongzhi You (CoRR, 2025)

Learning with Enriched Inductive Biases for Vision-Language Models. - Lingxiao Yang; Ru-Yuan Zhang; Qi Chen; Xiaohua Xie (Int. J. Comput. Vis., 2025)