Neural-Dynamic Based Synchronous-Optimization Scheme of Dual Redundant Robot Manipulators. - Zhijun Zhang; Qiongyi Zhou; Weisen Fan (Frontiers Neurorobotics, 2018)

Simultaneous Neural Spike Encoding and Decoding Based on Cross-modal Dual Deep Generative Model. - Qiongyi Zhou; Changde Du; Dan Li; Haibao Wang; Jian K. Liu; Huiguang He (IJCNN, 2020)

Multimodal foundation models are better simulators of the human brain. - Haoyu Lu; Qiongyi Zhou; Nanyi Fei; Zhiwu Lu 001; Mingyu Ding; Jingyuan Wen; Changde Du; Xin Zhao 018; Hao Sun 002; Huiguang He; Ji-Rong Wen (CoRR, 2022)

Exploring the Brain-like Properties of Deep Neural Networks: A Neural Encoding Perspective. - Qiongyi Zhou; Changde Du; Huiguang He (Int. J. Autom. Comput., 2022)

Deep Modality Assistance Co-Training Network for Semi-Supervised Multi-Label Semantic Decoding. - Dan Li; Changde Du; Haibao Wang; Qiongyi Zhou; Huiguang He (IEEE Trans. Multim., 2022)

Auditory Attention Decoding with Task-Related Multi-View Contrastive Learning. - Xiaoyu Chen; Changde Du; Qiongyi Zhou; Huiguang He (ACM Multimedia, 2023)

MindDiffuser: Controlled Image Reconstruction from Human Brain Activity with Semantic and Structural Diffusion. - Yizhuo Lu; Changde Du; Qiongyi Zhou; Dianpeng Wang; Huiguang He (ACM Multimedia, 2023)

Neural Encoding and Decoding With a Flow-Based Invertible Generative Model. - Qiongyi Zhou; Changde Du; Dan Li; Haibao Wang; Jian K. Liu; Huiguang He (IEEE Trans. Cogn. Dev. Syst., 2023)

CLIP-MUSED: CLIP-Guided Multi-Subject Visual Neural Information Semantic Decoding. - Qiongyi Zhou; Changde Du; Shengpei Wang; Huiguang He (ICLR, 2024)

Interpretable Visual Neural Decoding with Unsupervised Semantic Disentanglement. - Qiongyi Zhou; Changde Du; Dan Li; Bincheng Wen; Le Chang; Huiguang He (Mach. Intell. Res., 2025)