User-centered depression prevention: An EEG approach to pervasive healthcare. - Hong Peng 003; Bin Hu 001; Quanying Liu; Qunxi Dong; Qinglin Zhao; Philip Moore 001 (PervasiveHealth, 2011)

A study on visual attention modeling - A linear regression method based on EEG. - Qunxi Dong; Bin Hu 001; Jianyuan Zhang; Xiaowei Li 005; Martyn Ratcliffe (IJCNN, 2013)

Multi-task Dictionary Learning Based on Convolutional Neural Networks for Longitudinal Clinical Score Predictions in Alzheimer's Disease. - Qunxi Dong; Jie Zhang 026; Qingyang Li 001; Paul M. Thompson; Richard J. Caselli; Jieping Ye; Yalin Wang 001 (HBAI@IJCAI, 2019)

Predicting future cognitive decline with hyperbolic stochastic coding. - Jie Zhang 026; Qunxi Dong; Jie Shi 001; Qingyang Li 001; Cynthia M. Stonnington; Boris A. Gutman; Kewei Chen 001; Eric M. Reiman; Richard J. Caselli; Paul M. Thompson; Jieping Ye; Yalin Wang 001 (Medical Image Anal., 2021)

Tetrahedral spectral feature-Based bayesian manifold learning for grey matter morphometry: Findings from the Alzheimer's disease neuroimaging initiative. - Yonghui Fan; Gang Wang 029; Qunxi Dong; Yuxiang Liu; Natasha Leporé; Yalin Wang 001 (Medical Image Anal., 2021)

Developing univariate neurodegeneration biomarkers with low-rank and sparse subspace decomposition. - Gang Wang 029; Qunxi Dong; Jianfeng Wu; Yi Su 004; Kewei Chen 001; Qingtang Su; Xiaofeng Zhang 003; Jinguang Hao; Tao Yao; Li Liu 035; Caiming Zhang 001; Richard J. Caselli; et al. (Medical Image Anal., 2021)

When Traditional Chinese Medicine Meets AI: A Novel Depression Treatment Paradigm based on Transcutaneous Vagus Nerve Stimulation. - Lixian Zhu; Chang Yan; Xiaokun Jin; Fuze Tian; Yanan Zhao; Yu Ma; Yeqi Jia; Qunxi Dong; Peijing Rong; Kun Qian 003; Bin Hu 001 (ACIIW, 2022)

Psychological Field Versus Physiological Field: From Qualitative Analysis to Quantitative Modeling of the Mental Status. - Bin Hu 001; Kun Qian 003; Qunxi Dong; Yuejia Luo; Yoshiharu Yamamoto; Björn W. Schuller (IEEE Trans. Comput. Soc. Syst., 2022)

Fundamentals of Computational Psychophysiology: Theory and Methodology. - Bin Hu 001; Jian Shen 004; Lixian Zhu; Qunxi Dong; Hanshu Cai; Kun Qian 003 (IEEE Trans. Comput. Soc. Syst., 2022)

Depression Recognition From EEG Signals Using an Adaptive Channel Fusion Method via Improved Focal Loss. - Jian Shen 004; Yanan Zhang; Huajian Liang; Zeguang Zhao; Kexin Zhu; Kun Qian 003; Qunxi Dong; Xiaowei Zhang 001; Bin Hu 001 (IEEE J. Biomed. Health Informatics, 2023)

Clustering-Fusion Feature Selection Method in Identifying Major Depressive Disorder Based on Resting State EEG Signals. - Shuting Sun; Huayu Chen; Gang Luo; Chang Yan; Qunxi Dong; Xuexiao Shao; Xiaowei Li 005; Bin Hu 001 (IEEE J. Biomed. Health Informatics, 2023)

The Three-Lead EEG Sensor: Introducing an EEG-Assisted Depression Diagnosis System Based on Ant Lion Optimization. - Fuze Tian; Lixian Zhu; Qiuxia Shi; Rui Wang; Lixin Zhang; Qunxi Dong; Kun Qian 003; Qinglin Zhao; Bin Hu 001 (IEEE Trans. Biomed. Circuits Syst., 2023)

Correlation Studies of Hippocampal Morphometry and Plasma NFL Levels in Cognitively Unimpaired Subjects. - Qunxi Dong; Zhigang Li; Weijia Liu; Kewei Chen 001; Yi Su 004; Jianfeng Wu; Richard J. Caselli; Eric M. Reiman; Yalin Wang 001; Jian Shen 004 (IEEE Trans. Comput. Soc. Syst., 2023)

Effective hyper-connectivity network construction and learning: Application to major depressive disorder identification. - Jingyu Liu 002; Wenxin Yang; Yulan Ma; Qunxi Dong; Yang Li 010; Bin Hu 001 (Comput. Biol. Medicine, 2024)

DECIDER: A Rule-Controllable Decoding Strategy for Language Generation by Imitating Dual-System Cognitive Theory. - Chen Xu; Tian Lan 003; Changlong Yu; Wei Wang 077; Jun Gao; Yu Ji; Qunxi Dong; Kun Qian 003; Piji Li; Wei Bi; Bin Hu 001 (CoRR, 2024)

Physiological Electrosignal Asynchronous Acquisition Technology: Insight and Perspectives. - Bin Hu 001; Lixian Zhu; Qunxi Dong; Kun Qian 003; Hanshu Cai; Fuze Tian (IEEE Trans. Comput. Soc. Syst., 2024)

Deep Fusion of Multi-Template Using Spatio-Temporal Weighted Multi-Hypergraph Convolutional Networks for Brain Disease Analysis. - Jingyu Liu 002; Weigang Cui; Yipeng Chen; Yulan Ma; Qunxi Dong; Ran Cai; Yang Li 010; Bin Hu 001 (IEEE Trans. Medical Imaging, 2024)

A Multiview Sparse Dynamic Graph Convolution-Based Region-Attention Feature Fusion Network for Major Depressive Disorder Detection. - Weigang Cui; Mingyi Sun; Qunxi Dong; Yuzhu Guo; Xiao-Feng Liao 001; Yang Li 010 (IEEE Trans. Comput. Soc. Syst., 2024)

A Novel Intelligence Evaluation Framework: Exploring the Psychophysiological Patterns of Gifted Students. - Jian Shen 004; Kexin Zhu; Zeguang Zhao; Huajian Liang; Yu Ma; Kun Qian 003; Yanan Zhang; Qunxi Dong (IEEE Trans. Comput. Soc. Syst., 2024)

A Study of Major Depressive Disorder Based on Resting-State Multilayer EEG Function Network. - Shuting Sun; Shanshan Qu; Chang Yan; Gang Luo; Xuesong Liu; Qunxi Dong; Xiaowei Li 005 (IEEE Trans. Comput. Soc. Syst., 2024)

A Multiview Brain Network Transformer Fusing Individualized Information for Autism Spectrum Disorder Diagnosis. - Qunxi Dong; Hongxin Cai; Zhigang Li; Jingyu Liu 002; Bin Hu 001 (IEEE J. Biomed. Health Informatics, 2024)

Declined Tactile Angle Discrimination in Young Patients With Migraine Without Aura or Tension-Type Headache. - Ge Jiao; Jian Zhang; Zhilin Zhang; Jinglong Wu; Junru Zhu; Qunxi Dong; Aihua Wang; Shengyuan Yu (IEEE Trans. Comput. Soc. Syst., 2024)

Adaptive Weight and Wasserstein Distance Constrained Low-Rank Sparse Representation Method for Functional Connectivity Network Estimation. - Jingyu Liu 002; Zhigang Li; Yuhang Sheng; Jingjing Zhou; Lei Feng; Hongxin Cai; Weijia Liu; Fuze Tian; Qunxi Dong; Rui Liu (IEEE Trans. Comput. Soc. Syst., 2024)

Tensor Correlation Fusion for Multimodal Physiological Signal Emotion Recognition. - Jian Shen 004; Kexin Zhu; Huakang Liu; Jinwen Wu; Kang Wang 010; Qunxi Dong (IEEE Trans. Comput. Soc. Syst., 2024)

Advancements in Affective Disorder Detection: Using Multimodal Physiological Signals and Neuromorphic Computing Based on SNNs. - Fuze Tian; Lixin Zhang; Lixian Zhu; Mingqi Zhao; Jingyu Liu 002; Qunxi Dong; Qinglin Zhao (IEEE Trans. Comput. Soc. Syst., 2024)

Depression recognition using high-order generalized multilayer brain functional network fused with EEG multi-domain information. - Shanshan Qu; Dixin Wang; Chang Yan; Na Chu; Zhigang Li; Gang Luo; Huayu Chen; Xuesong Liu; Xuan Zhang; Qunxi Dong; Xiaowei Li 005; Shuting Sun; et al. (Inf. Fusion, 2025)

Similarity-guided multi-view functional brain network fusion. - Zhigang Li; Jingyu Liu 002; Mengkai Sun; Fa Zhang 001; Bin Hu 001; Qunxi Dong (Medical Image Anal., 2025)

Semantic Disentangling for Audiovisual Induced Emotion. - Qunxi Dong; Wang Zheng; Fuze Tian; Lixian Zhu; Kun Qian 003; Jingyu Liu 002; Xuan Zhang (IEEE Trans. Comput. Soc. Syst., 2025)

Schizophrenia Detection Based on Morphometry of Hippocampus and Amygdala. - Qunxi Dong; Yuhang Sheng; Junru Zhu; Zhigang Li; Weijia Liu; Jingyu Liu 002; Yalin Wang 001; Bin Hu 001 (IEEE J. Biomed. Health Informatics, 2025)

Decider: A Dual-System Rule-Controllable Decoding Framework for Language Generation. - Chen Xu; Tian Lan 003; Yu Ji; Changlong Yu; Wei Wang 138; Jun Gao; Qunxi Dong; Kun Qian 003; Piji Li; Wei Bi; Bin Hu 001 (IEEE Trans. Knowl. Data Eng., 2025)

LLM-as-a-Supervisor: Mistaken Therapeutic Behaviors Trigger Targeted Supervisory Feedback. - Chen Xu; Zhenyu Lv; Tian Lan 003; Xianyang Wang; Luyao Ji; Leyang Cui; Minqiang Yang; Jian Shen 004; Qunxi Dong; Xiuling Liu; Juan Wang; Bin Hu 001 (CoRR, 2025)