1. Linman Weng, Jing Yu, Zhangwei Lv, Shiyan Yang, Simon Theodor Julich, Xu Lei*. Effects of wakeful rest on memory consolidation: A systematic review and meta-analysis. Psychonomic Bulletin Review. Mar 2025 doi: 10.3758/s13423-025-02665-x.
2. Haobo Zhang, Haonan Sun, Jiaqi Li, Xu Lei*. Subtypes of insomnia disorder identified by cortical morphometric similarity network. Human Brain Mapping. Jan 2025 46(1): e70119.
3. Duo Bai, Yatong Guo, Simon Julich, Xu Lei*. Aperiodic and periodic components of resting-state EEG in primary insomnia. Sleep Medicine. May 2025 129: 45-54.
4. Duo Bai, Xinrui Fan, Chuqin Xiang, Xu Lei*. Altering Temporal Dynamics of Sleepiness and Mood During Sleep Deprivation: Evidence from Resting-State EEG Microstates. Brain Sciences. Apri 2025 15(4): 423.
5. Haobo Zhang, Haonan Sun, Jiatao Li, Zhangwei Lv, Yun Tian, Xu Lei*. Gene Expression is Associated with Brain Function of Insomnia Disorder, rather than Brain Structure. Progress in Neuropsychopharmacology and Biological Psychiatry. Jan 2025 136: 111209.
6. Shiyan Yang, Xu Lei*. Reciprocal causation relationship between rumination thinking and sleep quality: a resting-state fMRI study. Cognitive Neurodynamics. Feb 2025 19: 41.
7. Shiyan Yang, Yuhan Fan, Zilu Zhang, Xu Lei*. Altered Insula Functional Connectivity Correlates to Cognitive Flexibility in Insomnia. Brain Topography. Apri 2025 38: 41.
8. Jiatao Li, Haobo Zhang, Xu Lei*. Alterations in Individual Structural Covariance Networks in Patients with Insomnia Disorder. Brain-Apparatus Communication. Feb 2025 4(1): 2465542.
9. Junwei Lian, Jiaqi Guo, Xu Dai, Xia Deng, Yong Liu, Jia Zhao*, Xu Lei*. Decoding the impact of negative physical self-perception on inhibitory control ability from theta and beta rhythms. Cerebral Cortex. Mar 2025 35(3): bhaf056.
10. Mariana Pereira, Xinyuan Chen, ..., Xu Lei, ..., Martin Dresler. Sleep neuroimaging: Review and future directions. Journal of Sleep Research. Feb 2025 e14462.
11. 雷旭*,翁琳曼,喻婧. 清醒静息过程的记忆巩固：基于脑电和功能磁共振的研究. 心理科学进展 May 2025 33(5): 729-743.
[Published in Chinese: LEI Xu, WENG Linman, YU Jing. Memory Consolidation During Wakeful Rest: An EEG and fMRI Study. Advances in Psychological Science, Doi: 10.3724/SP.J.1042.2025.LS.00010]
12. 胡静怡, 白朵, 雷旭*. 静息态EEG/MEG的非周期成分：分析流程、应用进展和未来前景. 心理科学进展 2025 In press.
[Published in Chinese: HU Jingyi, BAI Duo, LEI Xu. Aperiodic Components of Resting-State EEG/MEG:Analysis Procedures, Application Advances and Future Prospects. Doi: 10.3724/SP.J.1042.2025.LS.00032]

1. Haobo Zhang, Zhangwei Lv, Hanfei Chen, Zijie Tang, Xu Lei*. The benefit of inhibitory control training for insomnia with short sleep duration phenotype: a pilot randomized trial. BMC Medicine. Dec 2024 22: 591.
2. Yun Tian, Xue-Rui Peng, Zihan Tang, Zhiliang Long, Chao Xie, Xu Lei*. Enhanced diversity on connector hubs following sleep deprivation: evidence from diffusion and functional magnetic resonance imaging. NeuroImage. Sep 2024: 120837.
3. Shuo Wang, Simon Theodor Julich, Xu Lei*. Latent profile of the insomnia severity index: A longitudinal study. Sleep Medicine. Mar 2024 115: 202-209.
4. Yulin Wang, Yun Tian, Zhiliang Long, Debo Dong, Qinghua He, Jiang Qiu, Tingyong Feng, Hong Chen, Masoud Tahmasian, Xu Lei*. Volume of the Dentate Gyrus/CA4 Hippocampal subfield mediates the interplay between sleep quality and depressive symptoms. International Journal of Clinical and Health Psychology. Jan 2024 24(1): 100432.
5. Haobo Zhang, Haonan Sun, Jiatao Li, Jingqi Yang, Yuhan Fan, Simon Theodor Julich, Xu Lei*. Response inhibition impairment related to altered frontal-striatal functional connectivity in insomnia disorder: A pilot and non-clinical study. Journal of Psychiatric Research. Feb 2024 170: 138-146.
6. Qike Cao, Yulin Wang, Yufang Ji, Zhihui He, Xu Lei*. Resting-State EEG Reveals Abnormal Microstate Characteristics of Depression with Insomnia. Brain Topography. May 2024 37: 388-396.
7. Wenrui Zhao, Eus J.W. Van Someren, Ziye Xu, Zhiting Ren, Ling Tang, Chenyu Li*, Xu Lei*. Identifying the insomnia-related psychological issues associated with hyperarousal: A network perspective. International Journal of Psychophysiology. Jan 2024 195: 112276.
8. Duo Bai, Jingyi Hu, Simon Theodor Julich, Xu Lei*. Impact of sleep deprivation on aperiodic activity: a resting-state EEG study. Journal of Neurophysiology. Nov 2024 132(5): 1577-1588.
9. Shuo Wang, Yuanyuan Xu, Simon Theodor Julich, Linman Weng, Qiao Jin, Yuxian Wei, Xu Lei*. Understanding Fatigue, Insomnia, and COVID-19 PTSS Among Mainland Chinese During the initial Post-Zero-COVID Infection Wave: A Multi-group Analysis. Behavioral Sciences. Nov 2024 14(11): 1033
10. Chuqin Xiang, Xinrui Fan,Duo Bai, Ke Lv, Xu Lei*. A Resting-state EEG Dataset for Sleep Deprivation. Scientific Data. Apr 2024 11: 427.
11. Yulin Wang*, Jingqi Yang, Haobo Zhang, Debo Dong, Dahua Yu, Kai Yuan, Xu Lei*. Altered morphometric similarity networks in insomnia disorder. Brain Structure and Function. Jul 2024 229: 1433-1445.
12. Yuxian Wei, Shuo Wang, Wengdong Wang, Lei Xu*. Using actigraphy to assess chronotype: simpler is better. Chronobiology International. Nov 2024 41(11): 1469-1479.
13. Na Li, Jingqi Yang, Changquan Long*, Xu Lei. Test-retest reliability of EEG aperiodic components in resting and mental task states. Brain Topography. Nov 2024 37: 961–971.
14. Xin Hu, Xufang Wang, Changquan Long, Xu Lei. Loneliness and brain rhythmic activity in resting state: An exploratory report. Social Cognitive And Affective Neuroscience. Aug 2024 19(1): nsae052.
15. Xiaohui Luo, Jia Zhao, Dongfang Zhao,Li Wang, Yi Hou, Jing Zeng, Yong Liu, Hong Yuan*, Xu Lei*. Differences in Attentional Function between Experienced Mindfulness Meditators and Non-meditators. Front. Psychiatry. Sec. Neuroimaging. Mar 2024 15.
16. Liang Hu, Xu Chen*, Song Li, Xu Lei, Yan Yang, Jiahao Wei. Attachment and sleep quality in adults: A multilevel meta-analysis of actor and partner effect. Sleep Medicine. Jun 2024 118: 43-58.
17. Jing-Ai Wang, Hai-Fan Wang, Bing Cao, Xu Lei, Changquan Long*. Cultural Dimensions Moderate the Association between Loneliness and Mental Health during Adolescence and Younger Adulthood: A Systematic Review and Meta-Analysis. Journal of Youth and Adolescence. Apri 2024 53: 1774-1819.
18. 雷旭*, 白朵, 米怡祺. 睡眠剥夺对面孔情绪加工的影响--认知神经科学的视角. 四川师范大学学报(自然科学版) Mar 2024 47(02): 143-154.
[Published in Chinese: LEI Xu, BAI Duo, MI Yiqi. The Impact of Sleep Deprivation on Facial Emotion Processing: A Perspective Based on Cognitive Neuroscience. Journal of Sichuan Normal University (Natural Science) 2024 47(02): 143-154.]
19. 覃慧怡, 汪玉林,雷 旭*. 头皮脑电重测信度的研究进展. 中国生物医学工程学报 Feb 2024 43(1): 107-117.
[Published in Chinese: QIN Huiyi, WANG Yulin, LEI Xu. Research Progress of Test-Retest Reliability Based on Scalp EEG. Chinese Journal of Biomedical Engineering. Feb 2024 43(1): 107-117.]
20. 门卫伟，赵腾达，黄瑞旺，朱礼涛，葛秋，龚高浪，何宏建，黄楚中，雷旭，李淑宇，...，高家红，贺永. 学龄儿童多模态磁共振脑影像序列参数与扫描规范专家共识. 中华放射学杂志. 2024.
21. 夏明睿，李淑宇，黄瑞旺，何宏建，朱礼涛，黄楚中，江华，雷旭，李海，..., 高家红，贺永. 多中心队列项目的多模态磁共振脑影像数据质量控制专家共识. 中华放射学杂志. 2024.

1. Yulin Wang, Sarah Genon, Debo Dong, Feng Zhou, Chenyu Li, Dahua Yu, Kai Yuan, Qinghua He, Jiang Qiu, Tingyong Feng, Hong Chen, Xu Lei*. Covariance patterns between sleep health domains and distributed intrinsic functional connectivity. Nature Communications. Nov 2023 14: 7133.
2. Yun Tian, Michael V Vitiello, Haien Wang, Yulin Wang, Debo Dong, Hongzhou Xu, Ping Yu, Jiang Qiu, Qinghua He, Hong Chen, Tingyong Feng, Xu Lei*. Risk of insomnia during COVID-19: effects of depression and brain functional connectivity. Cerebral Cortex. Jun 2023 33(11): 7015-7025.
3. Ziye Xu, Wenrui Zhao, Haien Wang, Yun Tian, Xu Lei*. Functional Connectivity between Dorsal Attention Network and Default Mode Network Mediates Subjective Sleep Duration and Depression in Young Females. Journal of Affective Disorders. Mar 2023 325: 386-391.
4. Haien Wang, Shuo Wang, Wenqing Yu, Xu Lei*. Consistency of chronotype measurements is affected by sleep quality, gender, longitude and latitude. Chronobiology International. Jul 2023 40(7): 952-960.
5. Haien Wang, Simon Theodor Julich, Xu Lei*. Functional connectivity between default mode and ventral attention networks mediates the effects of chronotype on daily physical activity. Neuroscience. Dec. 2023 535: 194-202.
6. Yiqi Mi, Huimin Duan, Ziye Xu, Xu Lei*. The impact of sleep deprivation on brain networks in response to social evaluation tasks. Brain Sciences. Jul 2023 13(8): 1122.
7. Haobo Zhang, Dan Xu, Yulin Wang, Xu Lei*. The Relation Between the Power of Prefrontal Gamma in Rest-state EEG Under Normal Sleep and Reactive Aggression Behavior after Sleep Deprivation. Brain Topography. Jan 2023 36: 42–51.
8. Haobo Zhang, Xu Lei*. Effect of subjective sleep quality on aggression: a two-year longitudinal and fMRI pilot study. Biological Psychology. Jan 2023 176: 108454.
9. Haobo Zhang, Haonan Sun, Jiaqi Li, Yuhan Fan, Xu Lei*. Subtypes of insomnia revealed by the heterogeneity of neuroanatomical patterns: a structural MRI study. Biological Psychology. May 2023 180: 108591.
10. Shuo Wang, Haien Wang, Xinyi Deng, Xu Lei*. Validation of the Munich Chronotype Questionnaire (MCTQ) in Chinese College Freshmen Based on Questionnaires and Actigraphy. Chronobiology International. Apri 2023 40(5): 661-672.
11. Yan Jia, Yun Tian, Haien Wang, Xu Lei*. Functional connectivity from dorsolateral prefrontal cortex mediates the impact of social jetlag on depressive tendency in young adults. Chronobiology International. May 2023 40(6): 824-833.
12. Yi Hou, Yaoyao Zhang, Yong Liu, Hong Yuan*, Xu Lei*. Mindfulness Profiles Among Chinese University Students: Exploring Differences in Phenomenon, Cognition, and Performance of Mind Wandering. Mindfulness. Apri 2023 14: 908-918.
13. Yiqi Mi, Xu Lei*. Sleep Loss and Lack of Social Interaction: a summary interview. Brain-Apparatus Communication: A Journal of Bacomics. Mar 2023 2(1): 2163593.
14. Suchen Yao, Jie Wang, Xu Lei*. Spa Therapy Improves Sleep Quality: Evidence from Questionnaire and Actigraphy. Brain-Apparatus Communication: A Journal of Bacomics. Jan 2023 2(1): 23-41.
15. Ang Li, Haiyang Liu, Xu Lei, Yini He, ..., Bing Liu. Hierarchical Fluctuation Shapes a Dynamic Flow Linked to States of Consciousness. Nature Communications. Jun 2023 14: 3238.
16. Yinlin Zhang, Xinyi Deng, Xueqian Wang, Luo Huirong, Xu Lei*, Qinghua Luo*. Can daily actigraphic profiles distinguish between different mood states in inpatients with bipolar disorder?: An observational study. Frontiers in Psychiatry - Mood Disorders. Jun 2023 14: 1145964.
17. Zhiliang Long, Danni Chen, Xu Lei. Enhanced rich club connectivity in mild or moderate depression after nonpharmacological treatment: A preliminary study. Brain and Behavior, Oct 2023 13(10): e3198.
18. Yu Mao, Dongtao Wei, Wenjing Yang, Jiangzhou Sun, Yaxu Yu, Kaixiang Zhuang, Xiaoqin Wang, Li He, Tingyong Feng, Xu Lei, Qinghua He, Hong Chen, Shaozheng Qin, Yunzhe Liu, Jiang Qiu*. A Neural Predictive Model of Negative Emotions for COVID-19. IEEE Transactions on Affective Computing. Oct 2023 14(4): 2646-2656.
19. Yingkai Yang, Junjie Wang, Jiang Qiu, Tingyong Feng, Qinghua He, Xu Lei, Hong Chen*. Perigenual anterior cingulate cortex and its structural covariance as predictors for future body fat gain in young adults. Obesity. 2023 31(2): 446-453.
20. Yong Liu*, Yi Hou, Huan Quan, Dongfang Zhao, Jia Zhao, Bing Cao, Yazhi Pang, Hong Chen, Xu Lei, Hong Yuan*. Mindfulness Training Improves Attention: Evidence from Behavioral and Event-related Potential Analyses. Brain Topogr. Mar 2023 36: 243-254.
21. Junjie Wang, Debo Dong, Yong Liu, Yingkai Yang, Ximei Chen, Qinghua He, Xu Lei, Tingyong Feng, Jiang Qiu, Hong Chen*. Multivariate resting-state functional connectomes predict and characterize obesity phenotypes. Cereb Cortex. Jul 2023 33(13): 8368-8381.
22. Bowen Hu, Qinghua He, Jiang Qiu, Xu Lei, Hong Chen, Tingyong Feng*. Being bold wisely: neural substrates underlying ability to exploit risk. Cereb Cortex. Jul 2023 33(13): 8431-8441.
23. 覃慧怡, 丁丽洪, 段威, 雷旭*. 脑电信号的重测信度：在多项静息态和任务态实验中的对比. 心理学报. Oct 2023 55(10): 1587-1596.
[Published in Chinese: QIN Huiyi, DING Lihong, DUAN Wei, LEI Xu. Test-retest reliability of EEG: a comparison across multiple resting-state and task-state experiments. Acta Psychologica Sinica. Oct 2023 55(10): 1587-1596.]
24. 汪玉林, 杨婧绮, 董德波, 何志慧, 雷旭*. 儿童阻塞性睡眠呼吸暂停综合征对认知和脑功能影响的研究进展. 生理学报. Aug 2023 75(4): 575-586.

1. Maite Crespo Garcia, Yulin Wang, Mojun Jiang, Michael Anderson*, Xu Lei*. Anterior Cingulate Cortex Signals the Need to Control Intrusive Thoughts During Motivated Forgetting. Journal of Neuroscience. May 2022 42(21): 4342-4359.
2. Haien Wang, Qinghua He, Jiang Qiu, Tingyong Feng, Hong Chen, Xu Lei*. Distinct neural responses of morningness and eveningness chronotype to homeostatic sleep pressure revealed by resting-state functional magnetic resonance imaging. CNS Neuroscience and Therapeutics. Sep 2022 28(9): 1439-1446.
3. Yun Tian, Cao Xie, Xu Lei*. Isolation of subjectively reported sleepiness and objectively measured vigilance during sleep deprivation: a resting-state fMRI study. Cognitive Neurodynamics. Oct 2022 16: 1151-1162.
4. Xiangyue Zhao, Xinyuan Chen, Wei Duan, Wenrui Zhao, Xu Lei*. Impaired Alpha Rhythm in Bad Sleeper during Nap: A High-density EEG Study. Journal of Sleep Research. 2022 31: e13419.
5. Lihong Ding, Wei Duan, Yulin Wang, Xu Lei*. Test-retest Reproducibility Comparison in Resting and the Mental Task States : A Sensor and Source-level EEG Spectral Analysis. International Journal of Psychophysiology. Mar 2022 173: 20-28.
6. Yulin Wang, Wei Duan, Debo Dong, Lihong Ding and Xu Lei*. A test-retest resting, and cognitive state EEG dataset during multiple subject-driven states. Scientific Data. Sep 2022 9: 566.
7. Yuan Gao, Hua Ao, Xiaoyong Hu, Xinyu Wang, Duo Huang, Wanjun Huang, Yan Han, Chao Zhou, Ling He, Xu Lei*, Xiao Gao*. Social media exposure during COVID-19 lockdowns could lead to emotional overeating via anxiety: The moderating role of neuroticism. Applied Psychology: Health and Well-Being. Feb 2022 14(1): 64-80.
8. Min Li, Ying Wang, Carlos Lopez-Naranjo, ..., Xu Lei, ..., Pedro Antonio Valdes-Sosa*, Harmonized-Multinational qEEG Norms (HarMNqEEG). NeuroImage 2022 119190.
9. Xin Xie, Yang Xu, Rui Wang, Xu Lei, Jing Yu*. Wake after Sleep Onset Time Moderated Age-related Emotional Memory Bias. Experimental Aging Research, 2022 48(4): 362-372.
10. Pan Feng, Zhiyi Chen, Benjamin Becker, Xiqin Liu, Feng Zhou, Qinghua He, Jiang Qiu, Xu Lei, Hong Chen, Tingyong Feng*. Predisposing Variations in Fear-Related Brain Networks Prospectively Predict Fearful Feelings during the 2019 Coronavirus (COVID-19) Pandemic. Cerebral Cortex. Feb 2022 32(3): 540–553.
11. Ximei Chen,Mingyue Xiao,Jingmin Qin,Ziming Bian,Jiang Qiu,Tingyong Feng,Qinghua He,Xu Lei,Hong Chen*. Association between high levels of body-esteem and increased degree of midcingulate cortex global connectivity: A resting-state fMRI study. Psychophysiology. Oct 2022 59(10): e14072.
12. Guang Lin, Jianhai Zhang*, Yuxi Liu, Tianyang Gao, Wanzeng Kong, Xu Lei, Tao Qiu. Ballistocardiogram artifact removal in simultaneous EEG-fMRI using generative adversarial network. Journal of Neuroscience Methods, April 2022 371: 109498.
13. Danni Chen, Xu Lei, Lian Du, Zhiliang Long. Use of machine learning in predicting the efficacy of repetitive transcranial magnetic stimulation on treating depression based on functional and structural thalamo-prefrontal connectivity: A pilot study. Journal of Psychiatric Research. April 2022 148: 88-94.
14. Wenjing Zhou, Peizhi Li, Xu Lei, Hong Yuan*. Envision A Bright Future to Heal Your Negative Mood: A Trial in China. Cogn Ther Res April 2022 46: 343–357.
15. Hong-Zhou Xu, Xue-Rui Peng, Yun-Rui Liu, Xu Lei, Jing Yu*. Sleep quality modulates the association between dynamic functional network connectivity and cognitive function in healthy older adults. Neuroscience. Jan 2022 480: 131-142.
16. Xiaorong Qin, Jingyi Xiong, Ruifang Cui, Guimin Zou, Changquan Long*, Xu Lei. EEG microstate temporal dynamics predict depressive symptoms in college students. Brain Topography 2022 35: 481–494.
17. Zhibing Xiao, Zhiyi Chen, Wanting Chen, Wei Gao, Li He, Qiang Wang, Xu Lei, Jiang Qiu, Tingyong Feng, Hong Chen, Ofir Turel, Antoine Bechara, Qinghua He*. Maladaptive changes in delay discounting in males during the COVID-19 pandemic: the predictive role of functional connectome. Cereb Cortex. Oct 2022 32(20):4605-4618.
18. 高源,何令,雷旭,高笑. COVID-19暴发期间居民入睡时间对主观幸福感的影响：有调节的中介模型. 西南大学学报(自然科学版). 2022 44(2): 185-193.

1. Wenrui Zhao, Eus J.W. Van Someren, Chenyu Li, Xinyuan Chen, Wenjun Gui, Yu Tian, Yunrui Liu, Xu Lei*. EEG spectral analysis in insomnia disorder: A systematic review and meta-analysis. Sleep Medicine Reviews.Oct 2021 59:101457.
2. Haien Wang, Ling He, Yuan Gao, Xiao Gao*, Xu Lei*. Effects of Physical Activity and Sleep Quality on Well-being: A Wrist Actigraphy Study During the Pandemic. Applied Psychology: Health and Well-Being. May 2021 13(2): 394-405.
3. Ling He, Wenrui Zhao, Yuan Gao, Xiao Gao, Xu Lei*. The Effect of COVID-19 Lockdowns on Sleep Time Perception: Comparing Actigraphy and Sleep Diary Measures. International Journal of Psychophysiology. Sep 2021 167: 86-93.
4. Wei Duan, Ya-Jie Wang, Xinyuan Chen, Wenrui Zhao , Hong Yuan, Xu Lei*. Reproducibility of power spectrum, functional connectivity and network construction in resting-state EEG. Journal of Neuroscience Methods. Jan 2021 384: 108985.
5. Dan Xu, Xinyuan Chen, Yun Tian, Xiaoyong Wan, Xu Lei*. Lying Posture Affects Sleep Structures and Cortical Activities: A Simultaneous EEG-fMRI Imaging of the Sleeping and Waking Brain. Brain Imaging and Behavior. Aug 2021 15: 2178-2186.
6. Huimin Duan, Ya-Jie Wang, Xu Lei*. The effect of sleep deprivation on empathy for pain: An ERP study. Neuropsychologia. Nov 2021 163: 108084.
7. Shuyi Yang, Yun Tian, Qinghua He, Jiang Qiu, Tingyong Feng, Hong Chen, Xu Lei*. Enhanced Anti-correlation Between the Dorsal Attention and Default-mode Networks: A Resting-state fMRI Study of Acute Insomnia. Neuroscience. Jul 2021 467: 47-55.
8. Tingting Yang, Xiaojuan Dong, Xu Lei*. Hard to Initiate Sleep: A New Paradigm for Resting-state fMRI. Cognitive Neurodynamics. Feb 2021 15: 825–833.
9. Zhiyi Chen, Pan Feng, Benjamin Becker, Ting Xu, ..., Li He, Xu Lei, Hong Chen, Tingyong Feng*. Neural connectome prospectively encodes the risk of post-traumatic stress disorder (PTSD) symptom during the COVID-19 pandemic. Neurobiology of Stress. 2021 15: 100378.
10. Mingyue Xiao, Ximei Chen, Haijing Yi, Yijun Luo, Qiaoling Yan, Tingyong Feng, Qinghua He, Xu Lei, Jiang Qiu, Hong Chen*. Stronger functional network connectivity and social support buffer against negative affect during the COVID-19 outbreak and after the pandemic peak. Neurobiology of Stress, Nov 2021 15: 100418
11. Hong-Zhou Xu, Xiao-Xiao Xu, Xu Lei, Jing Yu*. Age-related alterations of default mode network in autobiographical memory: Recent versus remote events. Neurobiology of Learning and Memory. Jan 2021 177:107341.
12. Li He, Dongtao Wei, Fan Yang, ..., Qinghua He, Xu Lei, Tingyong Feng, Hong Chen, Peng Xie, Edmund T. Rolls, Linyan Su, Lingjiang Li, Jiang Qiu*. Functional Connectome Prediction of Anxiety Related to the COVID-19 Pandemic. American Journal of Psychiatry. June 2021 178(6): 530-540.
13. Hui Huang, Jianhai Zhang, Li Zhu*, Jiajia Tang, Guang Lin, Wanzeng Kong, Xu Lei, Lei Zhu. EEG-based Sleep stages analysis with functional connectivty. Sensors. Mar 2021 21(6): 1988.
14. Jingjin Shao*, Hang Yang, Xu Lei, Jiamei Li, Qianhan Zhang. The Shackles of Fear: A Moderated Mediation Model of How Fear of Aging May Increase Older Adults' Vulnerability to Fraud. Clinical Gerontologist. 2021 44:5: 567-576.

1. Xinyuan Chen, Ching-Fen Hsu, Dan Xu, Jing Yu, Xu Lei*. Loss of Frontal Regulator of Vigilance during Sleep Inertia: A Simultaneous EEG-fMRI Study. Human Brain Mapping. Oct 2020 41:4288-4298.
2. Yun Tian, Xinyuan Chen, Dan Xu, Jing Yu, Xu Lei*. Connectivity within the Default Mode Network Mediates the Association between Chronotype and Sleep Quality. Journal of Sleep Research. Oct 2020 29: e12948.
3. Ya-Jie Wang, Wei Duan, Xu Lei*. Impaired Coupling of the Brain's Default Network during Sleep Deprivation: a Resting-state EEG Study. Nature and Science of Sleep. Nov 2020 12: 937-947.
4. Yue Wu, Wenrui Zhao, Xinyuan Chen, Xiaoyong Wan and Xu Lei*. Aberrant spontaneous brain activity in obstructive sleep apnea: a review focused on resting-state EEG and resting-state fMRI. Frontiers in Neurology - Sleep Disorders. Aug 2020 11: 708.
5. Xiaoyi Liu, Xuerui Peng, Peng Peng, Lili Li, Xu Lei, Jing Yu*. The age differences of sleep disruption on mood states and memory performance. Aging and Mental Health. 2019 24:1444-1451.
6. Xuerui Peng, Xu Lei, Peng Xu, Jing Yu*. The Age-related Neural Strategy Alterations in Decision Making Under Risk. Neuroscience. 2020 440: 30-38.
7. Sheng-Yin Huan, Kun-Peng Liu, Xu Lei, Jing Yu*. Age-related emotional bias in associative memory consolidation: The role of sleep. Neurobiology of Learning and Memory. 2020 171: 107204.
8. Yuan-Yuan Weng, Kun-Peng Liu, Xu Lei, Jing Yu*. Sleep spindle abnormalities related to Alzheimer's disease: a systematic mini-review. Sleep Medicine. Nov 2020 75: 37-44.
9. Zhiliang Long*, Lian Du, Jia Zhao, Shiyang Wu, Qiaoqiao Zheng, Xu Lei. Prediction on treatment improvement in depression with resting state connectivity: A coordinate-based meta-analysis. Journal of Affective Disorders. Nov 2020 276: 62-68.
10. Zhiliang Long*, Fei Cheng, Xu Lei. Age effect on gray matter volume changes after sleep restriction. PLoS ONE 2020. 15(2): e0228473.
11. 马小斯,姜沫君,雷旭*. 跨视听通道主动遗忘的期待加工与抑制控制过程：来自ERPs的证据. 心理科学. Sep 2020 5: 1042-1048.
12. 辛斐,谢超,王丽君,雷旭*.大尺度脑网络交互支持内外部指向认知的研究进展. 中国生物医学工程学报. 2020 39(6): 736-746.
13. 赵文瑞,李陈渝,陈军君,雷旭*.失眠障碍与过度觉醒：来自静息态脑电和睡眠脑电的证据. 中国科学:生命科学. 2020 50(3): 270-286.
14. 何令, 高源, 高笑, 雷旭*.新冠疫情期间居民的睡眠规律与身心健康：易感因素与应对策略. 西南大学学报(自然科学版). May 2020 42(05):11-20.

1. Xiaoli Huang, Zhiliang Long, Xu Lei*. Electrophysiological Signatures of the Resting-state fMRI Global Signal: A Simultaneous EEG-fMRI Study. Journal of Neuroscience Methods. Jan 2019 311: 351-359. 
2. Mingyue Xiao, Wenfeng Zhu, Jiaming Wei, Xu Lei, Lingxiang Xia*. The relationship among resting-state brain activity and connectivity, agreeableness and displaced aggression: Two possible mediation models. Journal of Affective Disorders. 2019 256: 641-649.
3. Hailing Wang, Xia Wu*, Xiaotong Wen, Xu Lei, Yufei Gao, Li Yao. Exploring directed functional connectivity based on electroencephalography source signals using a global cortex factor-based multivariate autoregressive model. Journal of Neuroscience Methods. Apri 2019 318: 6-16.
4. Wenjun Gui, Pengyun Wang, Xu Lei, Tian Lin, Marilyn Horta, Xiaoyi Liu, Jing Yu*. Sleep facilitates consolidation of positive emotional memory in healthy older adults. Memory. 2019 27: 387-396.
5. 秦海霞, 赵文瑞, 喻婧, 雷旭*. 失眠患者静息态脑网络的改变:网络内与网络间的功能连接异常. 心理科学进展, 2019 27(1):1-12.
6. 万晓勇，赵文瑞，吴欣然，陈鑫源，雷旭*. 阻塞性睡眠呼吸暂停的脑影像研究：来自静息态脑电和功能磁共振的证据. 生理学报, 2019 71(5): 760-768.
7. 喻婧,饶俪琳,雷旭*. 越老越风险规避吗？--年龄对冲动性预测决策行为的调节效应. 心理科学. 2019, 42(6): 1382-1388.

1. Wenrui Zhao, Dong Gao, Faguo Yue, Yanting Wang, Dandan Mao, Xinyuan Chen, Xu Lei*. Response Inhibition Deficits in Insomnia Disorder: An Event-related Potential Study with the Stop-signal Task. Frontiers in Neurology. Aug 2018 9:610.
2. Xinqi Zhou, Xu Lei*. Wandering Minds with Wandering Brain Networks. Neuroscience Bulletin. Dec 2018 34(6):1017-1028.
3. Xiaojuan Dong, Haixia Qin, Taoyu Wu, Hua Hu, Dong Gao, Xu Lei*. Rest but busy: aberrant resting-state functional connectivity of triple network model in insomnia. Brain and Behavior. Feb 2018 8(2): e00876.
4. Jing Sheng, Chao Xie, Dong-qiong Fan, Xu Lei, Jing Yu*. High definition-transcranial direct current stimulation changes older adults' subjective sleep and corresponding resting-state functional connectivity. International Journal of Psychophysiology. July 2018 129: 1-8.
5. Yun-Rui Liu, Dong-Qiong Fan, Wen-Jun Gui, Zhi-Liang Long, Xu Lei, Jing Yu*. Sleep-related brain atrophy and disrupted functional connectivity in older adults. Behavioural Brain Research. July 2018 347: 292-299.
6. Wei Gao, Shengdong Chen, Bharat Biswal, Xu Lei, Jiajin Yuan*. Temporal dynamics of spontaneous default-mode network activity mediate the association between reappraisal and depression. Social Cognitive and Affective Neuroscience. Dec 2018 13(12): 1235-1247.
7. Hailing Wang, Xu Lei, Zhichao Zhan, Li Yao, Xia Wu*. A new fMRI informed mixed-norm constrained algorithm for EEG source localization. IEEE Access. Jan 2018 6: 8258 - 8269.
8. 赵文瑞, 陈鑫源, 雷旭*. 同步脑电-功能磁共振信号处理进展. 信号处理, 2018 34(8):930-942.
9. 刘肖依, 高军, 雷旭, 王鹏云, 喻婧*. 老化引起的睡眠片段化及其干预方法. 中国老年学杂志, 2018 38(9): 2258-2263.
10. 盛静, 方芳, 贵文君, 刘肖依, 雷旭, 喻婧*. 老年人睡眠量表在临床应用中的心理测量标准化问题. 中国老年学杂志, 2018 38(1): 220-224.

1. Xu Lei*, Keren Liao. Understanding the Influences of EEG Reference: A Large-scale Brain Network Perspective. Frontiers in Neuroscience - Brain Imaging Methods. April 2017 11: 205.
2. Jing Yu, Rui Li, Yuhua Guo, Fang Fang, Suhuan Duan, Xu Lei*. The resting-state functional connectivity within medial prefrontal cortex mediates age differences in risk taking. Developmental Neuropsychology. May 2017 42(3): 187-197.
3. Hong Yuan*, Serik Tabarak, Wenxin Su, Yong Liu, Jing Yu, Xu Lei*. Transcranial Direct Current Stimulation of Medial Prefrontal Cortex Affects Judgments of Moral Violations. Frontiers in Psychology - Cognitive Science. Oct 2017 8: 1812.
4. Xinqi Zhou, Taoyu Wu, Jing Yu, Xu Lei*. Sleep Deprivation Makes the Young Brain Resemble the Elderly Brain: A Large-Scale Brain Networks Study. Brain Connectivity. Feb 2017 7(1): 58-68.
5. Wenjun Gui, Huijie Li, Yuhua Guo, Peng Peng, Xu Lei, Jing Yu*. Age-related differences in sleep-based memory consolidation: A meta-analysis. Neuropsychologia. Mar 2017 97: 46-55.
6. 王孟颖，雷旭*. 记忆遗忘的电生理机制. 心理学进展. Mar 2017 7(3): 300-311.

1. Xiaoxiao Xu, Hong Yuan, Xu Lei*. Activation and Connectivity within the Default Mode Network Contribute Independently to Future-Oriented Thought. Scientific Reports. Feb 2016 6: 21001.
2. Tianliang Yang, Xu Lei*, Michael Anderson. Decreased Inhibitory Control of Negative Information in Directed Forgetting. International Journal of Psychophysiology. Feb 2016 100: 44-51.
3. Jie Zhang, Wei Cheng, Zhaowen Liu, Kai Zhang, Xu Lei, Ye Yao, Benjamin Becker, Yicen Liu, Keith Kendrick, Guangming Lu, Jianfeng Feng*. Neural, electrophysiological and anatomical basis of brain-network variability and its characteristic changes in mental disorders. Brain. Aug 2016 139: 2307-2321.
4. Jing Yu*, Loreen Mamerow, Xu Lei, Lei Fang, Rui Mata. Altered value coding of ventromedial prefrontal cortex in healthy older adults. Frontiers in Aging Neuroscience. Aug 2016 8:210.
5. 雷旭*, 赵文瑞. 睡眠影响记忆巩固的同步EEG-fMRI研究. 心理科学进展. Mar 2016 24(3): 327-334.
6. 樊东琼, 李锐, 雷旭, 喻婧*. 阿尔兹海默症及轻度认知障碍静息态大尺度脑网络功能连接的改变. 心理科学进展. Feb 2016 24(2): 217-227.

1. Fei Xin, Xu Lei. Competition between frontoparietal control and default networks supports social working memory and empathy. Social Cognitive and Affective Neuroscience. Aug 2015 10(8): 1144-1152. 
2. Xu Lei, Tianliang Yang, Taoyu Wu. Functional Neuroimaging of Extraversion-Introversion. Neuroscience Bulletin. Dec 2015 31(6): 663-675.
3. Ming Ye, Tianliang Yang, Peng Qing, Xu Lei, Jiang Qiu, Guangyuan Liu. Changes of Functional Brain Networks in Major Depressive Disorder: A Graph Theoretical Analysis of Resting-State fMRI. Plos One. Sep 2015 10(9): e0133775.
4. Yulin Wang, Huan Liu, Glenn Hitchman, Xu Lei. Module Number of Default Mode Network: Inter-Subject Variability and Effects of Sleep Deprivation. Brain Research. Jan 2015 1596: 69-78.
5. Xu Lei, Yulin Wang, Hong Yuan, Antao Chen.Brain Scale-free Properties in Awake Rest and NREM Sleep: A Simultaneous EEG/fMRI Study. Brain Topography. Mar 2015 28(2): 292-304.
6. Peiyang Li, Xurui Wang, Fali Li, Rui Zhang, Teng Ma, Yueheng Peng, Xu Lei, Yin Tian, Daqing Guo, Tiejun Liu, Dezhong Yao, Peng Xu. Autoregressive model in the Lp norm space for EEG analysis. Journal of Neuroscience Methods. Jan 2015 240: 170-178.
7. Xu Lei, Taoyu Wu, Pedro Valdes-Sosa. Incorporating priors for EEG source imaging and connectivity analysis. Frontiers in Neuroscience - Brain Imaging Methods. Aug 2015 9: 284.
8. Changquan Long, Xu Lei, Jie Chen, Yun Chang, Antao Chen, Hong Li. Event-related potential parameters of category and property violations during semantic category-based induction. International Journal of Psychophysiology. April 2015 96(3): 141-148.
9. Hong Yuan, Serik Tabarak, Jing Yu, Xu Lei. Transcranial direct current stimulation in patients with Alzheimer's disease: Challenges and responses. ADMET & DMPK. Sep 2015 3(3): 235-241.
10. 徐晓晓, 喻婧, 辛斐, 雷旭. 想象未来的认知加工成分及其脑网络. 心理科学进展. Mar 2015 23(3): 394-404.
11. 杨天亮, 辛斐, 雷旭. 人类大脑结构和功能的性别差异：来自脑成像研究的证据. 心理科学进展. Mar 2015 23(4): 571-581.
12. 贵文君, 雷旭, 袁宏, 高东, 喻婧. 老化对睡眠依赖性记忆巩固的影响. 心理科学进展. Sep 2015 23(9): 1568-1578.
13. 汪玉林, 雷旭. 基于Think/No-think范式的动机性遗忘研究：行为与脑机制. 心理科学. Sep 2015 5: 1058-1066.

1. Xu Lei, Yulin Wang, Hong Yuan, Dante Mantini.Neuronal oscillations and functional interactions between resting state networks: effects of alcohol intoxication. Human Brain Mapping. Jul 2014 35(7): 3517-3528.

2. Huan Liu, Hong Li, Yulin Wang, Xu Lei. Enhanced Brain Small-worldness after Sleep Deprivation: A Compensatory Effect. Journal of Sleep Research. Mar 2014 23(5): 553-563.

3. Xi-Nian Zuo, Jeffrey S Anderson, […], Xu Lei, […], Michael P Milham. An open science resource for establishing reliability and reproducibility in functional connectomics. Scientific Data 1, 140049.

4. Debo Dong, Xu Lei, Tod Jackson, Yulin Wang, Y Su, Hong Chen. Altered regional homogeneity and efficient response inhibition in restrained eaters. Neuroscience. Apri 2014 266: 116-126.

5. Xin Zhang, Xu Lei, Ting Wu, Tianzi Jiang. A review of EEG and MEG for brainnetome research. Cognitive Neurodynamics Apri 2014 8(2): 87-98.

6. Tingyong Feng, Pan Feng, Zhencai Chen, Xu Lei. Memory consolidation of fear conditioning: bistable amygdala connectivity with dorsal anterior cingulate and medial prefrontal cortex. Social Cognitive and Affective Neuroscience. Nov 2014 9(11): 1730-1737.

7. Zhenyu Wang, Peng Xu, Tiejun Liu, Yin Tian, Xu Lei, Dezhong Yao. Robust removal of ocular artifacts by combining Independent Component Analysis and system identification. Biomedical Signal Processing and Control. Mar 2014 10: 250–259.

8. Xiaoxia Wang, Zhengzhi Feng, Daiquan Zhou, Xu Lei, Tongquan Liao, Li Zhang, Bing Ji, Jing Li.Dissociable self effects for emotion regulation: a study of Chinese major depressive outpatients. Biomed Research International. April 2014: 390865.

9. 崔茜,雷旭,杨文静,王一峰,张庆林. 有无反馈对欺骗过程的神经机制的调控作用. 中国科学:生命科学. Sep 2014 9:010.

10. Xu Lei, Zhiying Zhao, Hong Chen. Extraversion is Encoded by Scale-free Dynamics of Default Mode Network. NeuroImage. Jul 2013 74: 52–57. (Cover Article)  

11. Zhencai Chen, Xu Lei, Cody Ding, Hong Li, Antao Chen. The neural mechanisms of semantic and response conflicts: An fMRI study of practice-related effects in the Stroop task. NeuroImage. Feb 2013 66: 577–584.

12. 雷旭, 刘欢, 李红. 睡眠的同步EEG-fMRI研究述评. 心理科学进展. Mar 2013 21(3):448-457.

13. Xu Lei, P. Valdes Sosa, Dezhong Yao, EEG/fMRI fusion based on independent component analysis: integration of data-driven and model-driven methods. Journal of Integrative Neuroscience. Sep 2012 11(3): 313-337.

14. Xu Lei, Jiehui Hu, dezhong Yao. Incorporating fMRI functional networks in EEG source imaging: A Bayesian model comparison approach. Brain Topogr. Jan 2012 25(1): 27-38.

15. Li Dong, Yuan Shen, Xu Lei, Cheng Luo, Qing-wei Li, Wen-yuan Wu, Dezhong Yao, Chun-bo Li. The heterogeneity of aging brain: altered functional connectivity in default mode network in older adults during verbal fluency tests. Chinese Medical Journal. 2012 125(4): 604-610.

16. Cheng Luo, Qifu Li, Yang Xia, Xu Lei, Kaiqing Xue, et al. Resting state Basal Ganglia Network in idiopathic generalized epilepsy. Human Brain Mapping. 2012. 33: 1279-1294.

17. Cheng Luo, Chuan Qiu, Zhiwei Guo, Jiajia Fang, Qifu Li, Xu Lei, Yang Xia, Yongxiu Lai, Qiyong Gong, Dong Zhou, Dezhong Yao. Disrupted Functional Brain Connectivity in Partial Epilepsy: A Resting-State fMRI Study. Plos One 2012 7(1): e28196.

18. Xu Lei. Electromagnetic brain imaging based on standardized resting-state networks. Paper presented at: 5th International Conference on Biomedical Engineering and Informatics (BMEI) (Chongqing, China). 2012 40-44.

19. Xu Lei, Dirk Ostwald, Jiehui Hu, Chuan Qiu, Camillo Porcaro, Andrew P. Bagshaw, Dezhong Yao. Multimodal functional network connectivity: An eeg-fmri fusion in the network space. Plos One. Sep 2011 6: e24642.

20. Xu Lei, Cheng Luo, Dezhong Yao. Imaging epileptic networks using spatial-temporal EEG-fMRI fusion. International Journal of Bioelectromagnetism. 2011 13(4): 249-254.

21. Xu Lei, Peng Xu, Cheng Luo, Jinping Zhao, Dong Zhou, Dezhong Yao. fMRI Functional Networks for EEG Source Imaging. Human Brain Mapping. Jul 2011 32(7): 1141-1160. (Cover Article) 

22. 尧德中, 罗程, 雷旭, 薛开庆, 夏阳, 赖永秀. 脑成像与脑连接. 中国生物医学工程学报 2011 30(1): 6-10.

23. Peng Xu, Ping Yang, Xu Lei and Dezhong Yao. An enhanced probabilistic lda for multi-class brain computer interface. Plos One. 2011 6(1): e14634.

24. Dan Wu, Xun Shi, Jun Hu, Xu Lei, Tiejun Liu, Dezhong Yao. Listen to the song of the brain in real time: The Chengdu Brainwave Music. Paper presented at: 2011 8th International Conference on Bioelectromagnetism (NFSI & ICBEM).2011 135-138.

25. Cheng Luo, Zhiping Yao, Qifu Li, Xu Lei, Dong Zhou, Yun Qin, Yang Xia, Yongxiu Lai, Qiyong Gong, Dezhong Yao. Imaging foci of epileptic discharges from simultaneous EEG and fMRI using the canonical HRF. Epilepsy Res. 2010 91:133-142.

26. Xu Lei, Chuan Qiu, Peng Xu, Dezhong Yao. A parallel framework for simultaneous EEG/fMRI analysis: Methodology and simulation. NeuroImage. Sep 2010 52(3): 1123-1134. 

27. 李凌, 程识君, 雷旭, 尧德中. 功能磁共振和脑电神经成像技术与大脑刺激相结合的研究进展. 生物化学与生物物理进展. 2010 37(11): 1188-1194.

28. Peng Xu, Yin Tian, Xu Lei and Dezhong Yao. Neuroelectric source imaging using 3SCO: A space coding algorithm based on particle swarm optimization and l0-norm constraint. NeuroImage. 2010 51: 183-205.

29. Xu Lei, Ping Yang, Dezhong Yao. An Empirical Bayesian Framework for Brain Computer Interfaces. IEEE T Neur Sys Reh. Dec 2009 17(6): 521-529. (Cover Article)  

30. Xu Lei, Antao Chen, Peng Xu, Dezhong Yao. Gaussian Source Model based Iterative Algorithm for EEG source Imaging. Comput Biol Med. Nov 2009 39(11): 978-988.  

31. Xu Lei, Ping Yang, Peng Xu, Tie-Jun Liu, De-Zhong Yao. Common Spatial Pattern Ensemble Classifier and Its Application in Brain-Computer Interface. Journal of Electronic Science and Technology of China (Journal of ESTC). Mar 2009 7(1): 17-21.  

32. 尧德中, 刘铁军, 雷旭, 杨平, 徐鹏, 张杨松. 基于脑电的脑-机接口:关键技术和应用前景. 电子科技大学学报. 2009 38(5): 550-554.

33. Nini Rao, Xu Lei, Jianxiu Guo, Hao Huang, Zhenglong Ren. An efficient sliding window strategy for accurate location of eukaryotic protein coding regions. Comput Biol Med. 2009 39(4): 392-395.

34. Ji-Ying Zhong, Xu Lei and Dezhong Yao. Semi-Supervised Learning based on Manifold in BCI. Journal of ESTC. March 2009 7(1): 22-26.

35. Ping Yang, Xu Lei, Tie-Jun Liu, Peng Xu, De-Zhong Yao. Probabilistic Methods in Multi-Class Brain-Computer Interface. Journal of ESTC. March 2009 7(1): 12-16.

36. Antao Chen, Xuchu Weng, Jiajin Yuan, Xu Lei, Jiang Qiu, Dezhong Yao, Hong Li. Effect of Level of Processing Prior to Response on Cognitive Control: Evidence from ERP. Journal of ESTC. March 2009 7(1): 82-87.

37. Yi Huang, Qiang Wu, Xu Lei, Ping Yang, et al., An algorithm for Idle-State Detection and Continuous Classifier Design in Motor-Imagery-Based BCI. Journal of ESTC. March 2009 7(1): 27-33.

38. Peng Xu, Yin Tian, Xu Lei, Xiao Hu, Dezhong Yao. Equivalent Charge Source Model based Iterative Maximum Neighbor Weight for Sparse EEG Source Localization. Ann Biomed Eng. Dec 2008 36(12): 2051-2067.

39. 徐鹏; 雷旭; 尧德中.基于fMRI加权约束的FOCUSS迭代脑电源定位方法及其初步应用. 生物医学工程学杂志. 2008 25(6): 1425-1429.

40. Wei Liao, Huafu Chen, Qin Yang, Xu Lei. Analysis of fMRI Data Using Improved Self-Organizing Mapping and Spatio-temporal Metric Hierarchical Clustering. IEEE T Med Imaging. Oct 2008 27(10): 1472 - 1483.

41. Antao Chen, Xuchu Weng, Jiajin Yuan, Xu Lei, Qiu Jiang,Dezhong Yao and Hong Li. The Temporal Features of Self-referential Processing Evoked by Chinese Handwriting. J Cognitive Neurosci. 2008 20(5): 816–827.

42. Huafu Chen, Xu Lei and Dezhong Yao. An improved ordered subsets expectation maximization positron emission computerized tomography reconstruction. Comput Biol Med. Dec 2007 37(12): 1780-1785.

43. Peng Xu, Xu Lei, Xiao Hu, Dezhong Yao. Solving of L0 norm constrained EEG inverse problem. Conf Proc IEEE Eng Med Biol Soc 2009, 69-72.