情感计算、心理生理计算、神经影像计算

《生物医学大数据》，《脑科学与类脑智能概论》《Python语言程序设计》

[1] 北京理工大学“朗月计划”，主持，2022年01月至2023年12月

[2] 北京理工大学青年教师学术启动计划: 多源多任务预测阿尔茨海默症风险人群的方法研究，主持，2021年1月-2023年12月

[3] 中医特色综合康复方案在慢性心功能不全治疗中的应用研究，主持，2023年3月-2024年3月

[4] 科技创新2030“脑科学与类脑研究” 重大项目: 抑郁症的前瞻性临床队列研究，子任务负责人，2022年12月至2026年11月

[5] 国家重大科研仪器研制项目: 面向情感功能异常神经机制的多模态生理信息异步分析系统，参与，2023年1月-2027年12月

[6] 国家自然科学基金面上项目“基于多源神经影像信息深度融合方法的抑郁障碍病理进程量化研究”，主持，2024年1月-2027年12月

[7] 基于便携式脑电的精神状态评估系统优化及性能测试技术服务项目，主持，2024-2025年

[1] Schizophrenia Detection Based on Morphometry of Hippocampus and Amygdala. IEEE Journal of Biomedical and Health Informatics,1 - 11, Qunxi Dong; Yuhang Sheng; Junru Zhu; Zhigang Li; Weijia Liu; Jingyu Liu.

[2] Semantic Disentangling for Audiovisual Induced Emotion. IEEE Transactions on Computational Social Systems, 1 – 9, Qunxi Dong; Wang Zheng; Fuze Tian; Lixian Zhu; Kun Qian; Jingyu Liu.

[3] Advancements in Affective Disorder Detection: Using Multimodal Physiological Signals and Neuromorphic Computing Based on SNNs. IEEE Transactions on Computational Social Systems, Volume: 14 (2):1082 – 1097, Fuze Tian; Lixin Zhang; Lixian Zhu; Mingqi Zhao; Jingyu Liu; Qunxi Dong; Qinglin Zhao.

[4] Declined Tactile Angle Discrimination in Young Patients With Migraine Without Aura or Tension-Type Headache. IEEE Transactions on Computational Social Systems, Volume: 11 (5): 6684 – 6689, Ge Jiao; Jian Zhang; Zhilin Zhang; Jinglong Wu; Junru Zhu; Qunxi Dong.

[5] Tensor Correlation Fusion for Multimodal Physiological Signal Emotion Recognition. IEEE Transactions on Computational Social Systems, Volume: 11 (6): 7299 - 7308, Jian Shen; Kexin Zhu; Huakang Liu; Jinwen Wu; Kang Wang; Qunxi Dong.

[6] Adaptive Weight and Wasserstein Distance Constrained Low-Rank Sparse Representation Method for Functional Connectivity Network Estimation. IEEE Transactions on Computational Social Systems, Volume: 11 (6): 7400 – 7410, Jingyu Liu; Zhigang Li; Yuhang Sheng; Jingjing Zhou; Lei Feng; Hongxin Cai; Weijia Liu; Fuze Tian; Qunxi Dong; Rui Liu.

[7] A Multiview Brain Network Transformer Fusing Individualized Information for Autism Spectrum Disorder Diagnosis. IEEE Journal of Biomedical and Health Informatics, Volume: 28 (8): 4854 – 4865, Qunxi Dong; Hongxin Cai; Zhigang Li; Jingyu Liu; Bin Hu.

[8] Effective hyper-connectivity network construction and learning: Application to major depressive disorder identification. Computers in Biology and Medicine, Volume:171, Jingyu Liu, Wenxin Yang, Yulan Ma , Qunxi Dong, Yang Li, Bin Hu.

[9] Estimating Functional Brain Networks by Low-Rank Representation with Local Constraint. IEEE Transactions on Neural Systems and Rehabilitation Engineering, Volume 32: 684-695, Zhigang Li; Weimin Zheng; Honghong Liu; Jingyu Liu; Chang Yan; Zhiqun Wang; Bin Hu; Qunxi Dong.

[10] Correlation Studies of Hippocampal Morphometry and Plasma NFL Levels in Cognitively Unimpaired Subjects. IEEE Transactions on Computational Social Systems, Volume 10(6): 3602-3608, Qunxi Dong; Zhigang Li; Weijia Liu; Kewei Chen; Yi Su; Jianfeng Wu.

[11] Deep Fusion of Multi-Template using Spatio-Temporal Weighted Multi-Hypergraph Convolutional Networks for Brain Disease Analysis. IEEE Transactions on Medical Imaging, Volume 43(2): 860-873, Jingyu Liu, Weigang Cui, Yipeng Chen, Yulan Ma, Qunxi Dong, Ran Cai, Yang Li, Bin Hu.

[12] A Novel Intelligence Evaluation Framework: Exploring the Psychophysiological Patterns of Gifted Students. IEEE Transactions on Computational Social Systems, Volume 11(2): 2036 -2045, Jian Shen; Kexin Zhu; Zeguang Zhao; Huajian Liang; Yu Ma; Kun Qian; Yanan Zhang; Qunxi Dong.

[13] A Study of Major Depressive Disorder Based on Resting-State Multilayer EEG Function Network. IEEE Transactions on Computational Social Systems Volume 11(2): 2256 - 2266, Shuting Sun, Shanshan Qu, Chang Yan, Gang Luo, Xuesong Liu, Qunxi Dong.

[14] Classification of Alzheimer's disease based on hippocampal multivariate morphometry statistics. CNS Neuroscience & Therapeutics, Volume 29(9): 2457-2468, Weimin Zheng, Honghong Liu, Zhigang Li, Kuncheng Li, Yalin Wang, Bin Hu, Qunxi Dong, Zhiqun Wang.

[1] Multi-task dictionary learning based on convolutional neural networks for longitudinal clinical score predictions in Alzheimer’s disease[C], Human Brain and
Artificial Intelligence: First International Workshop, HBAI 2019, Held in Conjunction with IJCAI 2019, Macao, China: 21-35, Qunxi Dong et al.

[1]基于异步芯片的多模态神经生理信号采集技术[J]，数据采集与处理(2022), 朱立贤，田福泽，董群喜*，赵庆林，何安平，郑炜豪，胡斌*

[2]刘晓星, 董群喜, 师乐, 等. 新型精神健康诊疗技术的挑战与机遇——第735次香山科学会议纪要 [J] . 中华精神科杂志, 2023, 56(1) : 67-70. DOI: 10.3760/cma.j.cn113661-20221125-00321

(1) 胡斌; 董群喜; 沈健; 刘红红 ; 基于sMRI多维张量形态特征预测脑年龄的方法及装置, 2022-05-18,中国, CN202210551856.2 (专利)

(2) 胡斌; 朱立贤; 董群喜 ; 一种基于闭环反馈的精神状态监测与治疗的系统和方法, 2021-11-02, 中国, CN202111289061.0 (专利)

(3) 胡斌; 荣培晶; 董群喜; 朱立贤; 沈健; 孙淑婷; 赵亚楠; 靳晓坤 ; 一种实时生物反馈经皮迷走神经电子针灸装置, 2022-07-29, 中国, CN202210910362.9 (专利)

(4) 胡斌; 孙淑婷; 严畅; 李小伟; 邵学晓; 董群喜 ; 一种基于聚类-融合的脑电信号特征识别分析方法,2022-01-05, 中国, CN202210006657.3 (专利)

(5) 胡斌; 任熹培; 董群喜; 朱立贤; 李增瑞; 李钰雯; 石頔; 头戴式耳迷走神经刺激仪, 2023.11.16, 中国, CN202330748783.1 (专利)

(6) 胡斌; 朱立贤; 董群喜; 王骕; 王睿; 一种运动反馈干预系统的动感单车, 2023.08.21, 中国, CN202311051720.6 (专利)

(7) 胡斌; 靳晓坤; 董群喜; 朱立贤; 宋子恺; 一种基于实时生物反馈的睡眠舱干预调节方法及系统, 2023.08.11, 中国, CN202311011102.9 (专利)

(8) 胡斌; 董群喜; 张轩; 朱立贤; 王骕; 郑旺; 刘俊逸; 李添; 一种基于多模态生理反馈的自适应音乐干预系统, 2024.12.24, 中国, CN202411913071.0 (专利)

(9) 胡斌; 董群喜; 朱立贤; 田福泽; 蔡然; 钱昆; 费铭哲; 一种用于精神状态调节的头盔, 2023.10.07, 中国, CN202311276975.2 (专利)

(10) 胡斌; 董群喜; 朱立贤; 王骕; 一种精神状态评估方法及系统, 2023.08.11, 中国, CN202311010908.6 (专利)

(11) 胡斌; 董群喜; 李志刚; 刘竞宇; 一种图网络构建方法、装置、电子设备和存储介质, 2023.06.29, 中国, CN202310781652.2 (专利)

(12) 胡斌; 董群喜; 刘伟佳; 刘竞宇; 基于脑龄的 AD 风险预测系统及模型生成方法, 2022.11.17, 中国, CN202211440970.4 (专利)

(13) 实时生物反馈迷走神经电子针灸技术（排名：2/35）, 2024.12.31, T/CITS 222-2024 (标准)

(14) 便携式三导脑电抑郁状态采集与分析技术（排名：3/36）, 2024.12.31, T/CITS 223-2024 (标准)

(15) 精神状态瞳孔波采集与分析技术（排名：3/33）, 2024.12.31, T/CITS 224-2024 (标准)

指导2名研究生获得国家奖学金

指导学生获市级或校级大创项目奖4项，获全国生物医学工程大赛二等奖1项