Modelling Spatio-Temporal Features of Task FMRI Data via Spatio-Temporal Fusion-Transformer. - Yudan Ren; Zhenqing Ding; Ruonan Yang; Kexin Wang 001; Kexin Sun; Xiao Li; Xiaowei He (ISBI, 2024)

Identifying Functional Brain Networks under Naturalistic Paradigm via A Three-Dimensional Spatial Attention Convolution Autoencoder. - Yudan Ren; Song Yin; Zhengyang Liu; Kexin Wang 001; Mingnan Le; Wei Zhang 090; Xiao Li (ISBI, 2024)

Identifying Individualized Functional Brain Networks: An Unsupervised Deep Temporal Attention Based Autoencoder Model. - Kexin Wang 001; Yudan Ren; Zhengyang Liu; Song Yin; Zhenqing Ding; Xiao Li; Xiaowei He (ISBI, 2024)

Analyzing Nobel Prize Literature with Large Language Models. - Zhenyuan Yang; Zhengliang Liu; Jian Zhang; Cen Lu; Jiaxin Tai; Tianyang Zhong; Yiwei Li 002; Siyan Zhao; Teng Yao; Qing Liu; Jinlin Yang; Qixin Liu; et al. (CoRR, 2024)

Unveiling complex brain dynamics during movie viewing via deep recurrent autoencoder model. - Kexin Wang 001; Limei Song; Zhaowei Li; Liting Wang; Xiaowei He; Yudan Ren; Jinglei Lv (NeuroImage, 2025)

Uncovering Brain-Like Hierarchical Patterns in Vision-Language Models through fMRI-Based Neural Encoding. - Yudan Ren; Xinlong Wang; Kexin Wang 001; Tian Xia; Zihan Ma 005; Zhaowei Li; Xiangrong Bi; Xiao Li; Xiaowei He (CoRR, 2025)

HyNeuralMap: Hyperbolic Mapping of Visual Semantics to Neural Hierarchies. - Zihan Ma 005; Tian Xia; Kexin Wang 001; Xiao Li; Xiaowei He; Yudan Ren (CoRR, 2026)