Publications
1. Journal papers
# co-first author, * corresponding author
2024
Hou, W., Sahakian, B.J., Langley, C., Yuqing Yang, R. A. I. Bethlehem, Qiang Luo*. Emotion dysregulation and right pars orbitalis constitute a neuropsychological pathway to attention deficit hyperactivity disorder. Nat. Mental Health,13 May 2024, https://doi.org/10.1038/s44220-024-00251-z
Han Lu, Xiahai Zhuang, Qiang Luo*. A Brain-Inspired Way of Reducing the Network Complexity via Concept-Regularized Coding for Emotion Recognition, the 38th AAAI Conference on Artificial Intelligence (AAAI-24), Vancouver, British Columbia, 20-27 February 2024.
Zixin Gu, Deanna M Barch, Qiang Luo, Prenatal substance exposure and child health: Understanding the role of environmental factors, genetics, and brain development, PNAS Nexus, Volume 3, Issue 1, January 2024, pgae003, https://doi.org/10.1093/pnasnexus/pgae003
2023
Zhang, L., Ren, T., He, H., Huang, L., Huang, R., Xu, Y., . . . , BJ Sahakian, Q Luo*, Li, F*. (2023). Protective factors for children with autism spectrum disorder during COVID-19-related strict lockdowns: A Shanghai autism early developmental cohort study. Psychological Medicine, 1-11. doi:10.1017/S0033291723002908
Xiujuan Du, et al., Weiguang Li*, Qiang Luo*, Fei Li*. SH2B1 Tunes Hippocampal ERK Signaling to Influence Fluid Intelligence in Humans and Mice, Research, 2023, Article ID: 0269 DOI: 10.34133/research.0269.
Q. Luo+, JW Kanen+, A Bari, et al., Comparable roles for serotonin in rats and humans for computations underlying flexible decision-making, Neuropsychopharmacology, 2023. (https://doi.org/10.1038/s41386-023-01762-6)
Yuanhao Tang, Yulong Tang, Yin Yao*, Qiang Luo*, Yanli Li*, An epigenetic profile of immune system associated with both symptom severity and treatment response in first-episode schizophrenia. Journal of Psychiatry & Neuroscience, 2023 (Accepted)
J. Zhang, S. Fang, Y. Yao, et al., Parsing the heterogeneity of brain-symptom associations in autism spectrum disorder via random forest with homogeneous canonical correlation, Journal of Affective Disorders (2023), https://doi.org/10.1016/j.jad.2023.04.102
Zhao, Cl., Hou, W., Jia, Y., Barbara J. Sahakian, the DIRECT Consortium and Qiang Luo*. Sex differences of signal complexity at resting-state functional magnetic resonance imaging and their associations with the estrogen-signaling pathway in the brain. Cogn Neurodyn (2023). https://doi.org/10.1007/s11571-023-09954-y
罗强+,罗雅楠+,冯娜娜,李清扬,郑晓瑛. 阿尔茨海默病早期诊断技术前沿概述. 中国公共卫生 39(3), 394-399 (2023).
Ren, Y.; Luo, Q.; Lu, W. Synchronization Analysis of Linearly Coupled Systems with Signal-Dependent Noises. Mathematics 2023, 11, 2328. https://doi.org/10.3390/math11102328
2022
Qingyang Li, Lingli Zhang, et al., Qiang Luo* and Fei Li*. The immuno-behavioural covariation associated with the treatment response to bumetanide in young children with autism spectrum disorder. Translational Psychiatry 12, 228 (2022). https://doi.org/10.1038/s41398-022-01987-x
Han Lu, Gaici Xue, Sisi Li, Jiayi Muyang, Yi Xu, Bo Hong, Qinghai Huang, Qiang Li, Pengfei Yang, Rui Zhao, Yibin Fang, Qiang Luo*, Yu Zhou*, Jianmin Liu. Prognostic Prediction Associated with Surgical Difficulty in Patients after Aneurysmal Subarachnoid Hemorrhage with Endovascular Treatment. Therapeutic Advances in Neurological Disorders 15,2022. https://doi.org/10.1177/17562864221099473
Yan Sun, et al. Associations of DNA methylation with behavioral problems, grey matter volumes and negative life events across adolescence: Evidence from the longitudinal IMAGEN study. Biological Psychiatry. 2022 https://doi.org/10.1016/j.biopsych.2022.06.012.
Yuan Dai, et al., Qiang Luo, et al., Fei Li. Shanghai Autism Early Development: An Integrative Chinese ASD Cohort. Neurosci. Bull. (2022). https://doi.org/10.1007/s12264-022-00904-y.
Ruihan Yang, Yina Ma, Bao-Bao Pan, Meghana A. Bhatt, Terry Lohrenz, Hua-Guang Gu, Jonathan W. Kanen, Colin F. Camerer, P. Read Montague, Qiang Luo, Dynamic neural reconfiguration for distinct strategies during competitive social interactions, NeuroImage, 2022, 119585, https://doi.org/10.1016/j.neuroimage.2022.119585.
Jonathan W. Kanen+, Qiang Luo+, et al., Hanneke E.M. den Ouden. Effect of lysergic acid diethylamide (LSD) on reinforcement learning in humans, Psychological Medicine 2022 (Accepted)
Nana Feng, et al., Xiang Wang*, Qiang Luo*. Working memory processing deficit associated with a nonlinear response pattern of the anterior cingulate cortex in first-episode and drug-naïve schizophrenia. Neuropsychopharmacology 2022, doi.org/10.1038/s41386-022-01499-8
Christelle Langley, Sophia Armand, Qiang Luo, et al., Chronic escitalopram in healthy volunteers has specific effects on reinforcement sensitivity: A double-blind, placebo-controlled semi-randomised study. Neuropsychopharmacology 2022, accepted.
2021
Luo, Q., Sahakian, B.J. Brain sex differences: the androgynous brain is advantageous for mental health and well-being. Neuropsychopharmacol. (2021). https://doi.org/10.1038/s41386-021-01141-z (Full text: https://rdcu.be/cuaO0)
Yi Zhang, Qiang Luo*, et al. The Human Brain is Best Described as Being on a Female/Male Continuum: Evidence from a Neuroimaging Connectivity Study. Cerebral Cortex, 2021, 10.1093/cercor/bhaa408.
Yuan Dai+, Lingli Zhang+, Juehua Yu+, et al. Qiang Luo*, Fei Li*. Improved symptoms following bumetanide treatment in children aged 3 to 6 years with autism spectrum disorder: a randomized, double-blind, placebo-controlled trial. Science Bulletin, Volume 66, Issue 15, 15 August 2021, Pages 1591-1598. https://www.sciencedirect.com/science/article/pii/S209592732100044X
Research Highlight: Anthony G.Phillips, Placing old wine into new bottles: successful repurposing of bumetanide for treatment of autism spectrum disorder, Volume 66, Issue 15, 15 August 2021, Pages 1491-1492. https://www.sciencedirect.com/science/article/pii/S209592732100178X
SPOTLIGHT Unleashing the power of big data to guide precision medicine in China, Nature 606, S49-S51 (2022) https://doi.org/10.1038/d41586-022-01742-8 https://www.nature.com/articles/d41586-022-01742-8
Guowei Wu, Lena Palaniyappan, et al., Qiang Luo, Weidan Pu, Imbalance Between Prefronto-Thalamic and Sensorimotor-Thalamic Circuitries Associated with Working Memory Deficit in Schizophrenia. Schizophrenia Bulletin ( IF 9.306 ) Pub Date : 2021-08-02 , DOI: 10.1093/schbul/sbab086
Shi, K., Zhang, L., Yu, J., Chen, Z., Lai, S., Zhao, X., Li, W.-G., Luo, Q., Lin, W., Feng, J., Bork, P., Zhao, X.-M. and Li, F. (2021), A 12-genus bacterial signature identifies a group of severe autistic children with differential sensory behavior and brain structures. Clin. Transl. Med., 11: e314. https://doi.org/10.1002/ctm2.314
Jiayuan Xu, Xiaoxuan Liu, Qiaojun Li, Ran Goldblatt, Wen Qin, Feng Liu, Congying Chu, Qiang Luo, et al. Chunshui Yu, Gunter Schumann, and the CHIMGEN and IMAGEN Consortia. Global urbanicity is associated with brain and behavior in young people. Nature Human Behaviour, 2021 (DOI: 10.1038/s41562-021-01204-7)
Lena Palaniyappan, Priyadharshini Sabesan, Xuan Li, Qiang Luo, Schizophrenia increases variability of the central antioxidant system: A meta-analysis of variance from MRS studies of glutathione. Frontiers in Psychiatry 2021 Nov 30;12:796466. doi: 10.3389/fpsyt.2021.796466. eCollection 2021.
2020
Luo, Q., Zhang, L., Huang, C. et al. Association between childhood trauma and risk for obesity: a putative neurocognitive developmental pathway. BMC Med 18, 278 (2020). https://doi.org/10.1186/s12916-020-01743-2
Qiang Luo, Baobao Pan, Huaguang Gu, Molly Simmonite, Susan Francis, Peter F. Liddle, Lena Palaniyappan, Effective connectivity of the right anterior insula in schizophrenia: the salience network and task-negative to task-positive transition, NeuroImage: Clinical, 2020,102377, https://doi.org/10.1016/j.nicl.2020.102377.
Chun Shen, Qiang Luo*, Samuel R. Chamberlain, et al., Barbara J Sahakian, What is the Link between Attention-Deficit/Hyperactivity Disorder and Sleep? A multimodal examination of longitudinal relationships and brain structure using large-scale cohorts. Biological Psychiatry, 31 March, 2020. https://doi.org/10.1016/j.biopsych.2020.03.010 (In this study, we have used block-based permutation to account for the family relatedness in the ABCD cohort. The code is available at the following link: https://github.com/qluo2018/FamilyPermutationABCD. )
Chun Shen, Qiang Luo*, et al., Barbara J Sahakian. Neural correlates of the dual pathway model for attention-deficit/hyperactivity disorder in adolescents. American Journal of Psychiatry. Published Online:7 May 2020 (https://doi.org/10.1176/appi.ajp.2020.19020183) (The code of this study is available at the following link: https://github.com/qluo2018/DualPathwayADHD.)
Lingli Zhang, et al. Qiang Luo*, et al., Barbara J Sahakian, Ching-Po Lin*, Fei Li*. Symptom improvement in children with autism spectrum disorder following bumetanide administration is associated with decreased GABA/glutamate ratios. Translational Psychiatry 10, Article number: 9 (2020). Press Releases: Eurekalert; News-medical; Times; Sun; Daily Mail; Metro; ScienceAlert; TechExplorist; UPI; BBC Radio Interview; The Conversation; etc. Up to 27 July 2020, this article has had more than 25k Accesses on the website of the journal. (https://doi.org/10.1038/s41398-020-0692-2)
Chu-Chung Huang+, Qiang Luo+, Lena Palaniyappan+, et al. Deanna M. Barch, Jianfeng Feng, Ching-Po Lin, Trevor W. Robbins. Transdiagnostic and Illness-specific Functional Dysconnectivity Across Schizophrenia, Bipolar Disorder and Major Depression. Biological Psychiatry: Cognitive Neuroscience and Neuroimaging. Volume 5, Issue 5, May 2020, Pages 542-553. (https://doi.org/10.1016/j.bpsc.2020.01.010) [Cover Article] (Code is available: https://github.com/wayalan/TransdiagnosticFC)
Banca, P., McNamee, D., Piercy, T., Luo, Q., & Robbins, T. W. (2020). A Mobile Phone App for the Generation and Characterization of Motor Habits. Frontiers in psychology, 10, 2850. doi:10.3389/fpsyg.2019.02850.
Hsinsung Yuan, et al., Qiang Luo*. Connectivity between the Anterior Insula and Dorsolateral Prefrontal Cortex Links Early Symptom Improvement to Treatment Response. Journal of Affective Disorders, 1 January, 260, 490-497 (2020). (https://doi.org/10.1016/j.jad.2019.09.041)
Tianye Jia, et al. Qiang Luo, et al., Gunter Schumann. Neurobehavioural characterisation and stratification of reinforcement-related behaviour. Nature Human Behaviour. 2020. (https://doi.org/10.1038/s41562-020-0846-5)
Chao Xie, et al., Qiang Luo, et al., Reward Versus Nonreward Sensitivity of the Medial Versus Lateral Orbitofrontal Cortex Relates to the Severity of Depressive Symptoms,Biological Psychiatry: Cognitive Neuroscience and Neuroimaging (BP:CNNI), 2020, ISSN 2451-9022, https://doi.org/10.1016/j.bpsc.2020.08.017. (In press)
2019
Qiang Luo, Qiang Chen, Wenjia Wang, et al., Jianfeng Feng, for the IMAGEN consortium. Association of a Schizophrenia-Risk Nonsynonymous Variant With Putamen Volume in Adolescents: A Voxelwise and Genome-Wide Association Study. JAMA Psychiatry. 2019 Apr 1; 76(4):435-445. doi: 10.1001/jamapsychiatry.2018.4126. Press Releases: China Daily; Medscape; Science Daily; Warwick University; Deutsches Ärzteblatt; 新华社; 光明日报;科学网;...
Gabriel Robert#, Qiang Luo#, et al., Gunter Schumann, for the IMAGEN consortium. Grey matter and personality development during adolescence and the increase of drunkenness frequency: a longitudinal population-based approach. JAMA Psychiatry 2019 Dec 18, https://doi.org/10.1001/jamapsychiatry.2019.4063. Press Release: KCL News Centre; Daily Mail; Inverse; Medscape; MedicalXpress; Infosurhoy; ...
Hongtao Ruan, Qiang Luo*, et al., Topographic diversity of structural connectivity in schizophrenia. Schizophrenia Research. 2019 (https://doi.org/10.1016/j.schres.2019.10.034)
Evangelos Evangelou, He Gao, et al., Qiang Luo, et al., Gunter Schumann, Paul Elliott. New alcohol-related genes suggest shared genetic mechanisms with neuropsychiatric disorders. Nature Human Behaviour. 29 July, 3, 950–961 (2019). https://doi.org/10.1038/s41562-019-0653-z
Tay N, Macare C, Liu Y, Ruggeri B, Jia T, Chu C, Biondo F, Ing A, Luo Q, et al., Gunter Schumann, and for the IMAGEN Consortium. Allele-Specific Methylation of SPDEF: A Novel Moderator of Psychosocial Stress and Substance Abuse. American Journal of Psychiatry, 2019 Feb 1;176(2):146-155. doi: 10.1176/appi.ajp.2018.17121360.
Tao Yu, et al., Qiang Luo, et al., Lin He, Gunter Schumann, Gabriel Robert, and for the IMAGEN Consortium, Cannabis-Associated Psychotic-Like Experiences Are Mediated by Developmental Changes in the Parahippocampal Gyrus, Journal of the American Academy of Child & Adolescent Psychiatry, 2019, ISSN 0890-8567, https://doi.org/10.1016/j.jaac.2019.05.034
Ruan, H., Y. Zhou, Q. Luo*, et al. (2019). "Adolescent binge drinking disrupts normal trajectories of brain functional organization and personality maturation." NeuroImage: Clinical 22: 101804. https://doi.org/10.1016/j.nicl.2019.101804.
Wang K; et al., Luo Q*; Li F*, Altered social cognition and connectivity of default mode networks in the co-occurrence of autistic spectrum disorder and attention deficit hyperactivity disorder, Australian & New Zealand Journal of Psychiatry. 2019 Aug;53(8):760-771. [Epub ahead of print] https://doi.org/10.1177/0004867419836031
Hsinsung Yuan, Xiao Zhu, Qiang Luo, et al., Shenxun Shi. Early symptom non-improvement and aggravation are associated with the treatment response to SSRIs in MDD: a real-world study. Neuropsychiatric Disease and Treatment 2019;15:957—966. https://doi.org/10.2147/NDT.S196533
Yuan Xinsong, Zhu Xiao, Shen Chun, Luo Qiang, Shi Shenxun. Trajectory analysis of single-drug therapy for first-episode major depression disorder. 中华行为医学与脑科学杂志 (Chin J Behav Med & Brain Sci), June 2019,Vol. 28,No. 6. (in Chinese)
Yanhao Ren, Qiang Luo, Weikang Gong, and Wenlian Lu. 2019. Transfer Learning Models on Brain Age Prediction. In Proceedings of the Third International Symposium on Image Computing and Digital Medicine (ISICDM 2019). Association for Computing Machinery, New York, NY, USA, 278–282. DOI:https://doi.org/10.1145/3364836.3364893
2018
Erin Burke Quinlan, Edward D. Barker, Qiang Luo, et al., Gunter Schumann & IMAGEN Consortium. Peer victimization and its impact on adolescent brain development and psychopathology. Molecular Psychiatry, 2018 Dec 12. doi: 10.1038/s41380-018-0297-9. [Epub ahead of print]
Le-Heng Fang, Wei Lin*, and Qiang Luo. Brain-Inspired Constructive Learning Algorithms with Evolutionally Additive Nonlinear Neurons. Int. J. Bifurcation Chaos,2018,28, 1850068.
2017
Luo Qiang#, Ma Yina#, Bhatt Meghana A.#,, Montague P. Read*, Feng Jianfeng*, The Functional Architecture of the Brain Underlies Strategic Deception in Impression Management, Frontiers in Human Neuroscience, 2017, 11, 513.
Yanbing Jia, Huaguang Gu*, Qiang Luo*, Sample entropy reveals an age-related reduction in the complexity of dynamic brain, Scientific Reports, 2017,7, 7990. Code
Wei Cheng, Edmund T. Rolls, Jie Zhang, Wenbo Sheng, Liang Ma, Lin Wan, Qiang Luo, Jianfeng Feng, Functional connectivity decreases in autism in emotion, self, and face circuits identified by Knowledge-based Enrichment Analysis, NeuroImage, 2017, 148:169-178.
Pu W, Luo Q, Jiang Y, Gao Y, Ming Q, Yao S(*). Alterations of Brain Functional Architecture Associated with Psychopathic Traits in Male Adolescents with Conduct Disorder. Scientific Reports. 2017;7:11349. doi:10.1038/s41598-017-11775-z.
2016
Pu, W#,Luo, Q#,Palaniyappan, L#,Xue, Z,Yao, S,Feng, J*,Liu, Z*,Failed cooperative, but not competitive, interaction between large-scale brain networks impairs working memory in schizophrenia., Psychological Medicine,2016,46(6):1211-24.
Li T et al., Qiang Luo, et al., Brain-Wide Analysis of Functional Connectivity in First-Episode and Chronic Stages of Schizophrenia. Schizophrenia Bulletin. 2016 Jul 21. pii: sbw099.
2015
Cohen Kadosh K*,Qiang Luo,Calem de Burca,Moses O. Sokunbi,Jianfeng Feng,David E.J. Lindene,Jennifer Y.F. Lau,Using real-time fMRI to influence effective connectivity in the developing emotion regulation network,NeuroImage,2015,(125):616-626.
Wei Cheng,et al.,Qiang Luo,et al.,Voxel-based, brain-wide association study of aberrant functional connectivity in schizophrenia implicates thalamocortical circuitry,npj Schizophrenia, 2015, (1).
2014
L. He, C. Fu, L. Yang, S. Tong and Q. Luo, "Coordinated real-time control algorithm for multi-crossing traffic lights," 2014 10th International Conference on Natural Computation (ICNC), Xiamen, 2014, pp. 128-133.
2013
Qiang Luo,Tian Ge,Fabian Grabenhorst,Edmund Rolls*,Jianfeng Feng*,Attention-dependent modulation of cortical taste circuits revealed by granger causality with signal-dependent noise,PLoS Computational Biology,2013,9(10).
Luo, Qiang#,Lu, Wenlian#,Cheng, Wei#,Valdes-Sosa, Pedro A.,Wen, Xiaotong,Ding, Mingzhou,Feng, Jianfeng*,Spatio-temporal Granger causality: A new framework,NeuroImage,2013,79:241-263.
Luo, Qiang*,Hamer, Rebecca,Reinert, Gesine,Deane, Charlotte M.,Local Network Patterns in Protein-Protein Interfaces,PLos One,2013,8(3).
2012
Xu Liu,Jeffrey Yi-Lin Forrest,Qiang Luo,Dong-Yun Yi*,Detecting community structure using biased random merging,Physica A: Statistical Mechanics and Its Applications,2012,391(4):1797-1810.
2011
Qiang Luo,Tian Ge,Jianfeng Feng*,Granger causality with signal-dependent noise,NeuroImage,2011,57(4):1422-1429.
2010
R. Hamer#, Qiang Luo#, J.P. Armitage, G. Reinert, C.M. Deane*. i-Patch: Inter-Protein Contact Prediction using Local Network Information. Proteins: Structure,Function, and Bioinformatics. October 2010, 78(13):2781--2797. PDF
2009
Luo, Qiang*,Yi, Dongyun,Yang, Wenqiang,The relationship between the uniform approximation rates and the shapes of fuzzy sets in fuzzy systems,KYBERNETES,2009,38(3-4):426-434.
杨文强; 罗强; 王学丽, 基于Granger因果检测的蛋白质信号网络建模, 模糊系统与数学, 2009.2.15, (01): 162~166
2008
Qiang Luo*,Dongyun Yi,A co-evolving framework for robust particle swarm optimization,Applied Mathematics and Computation,2008,199(2):611-622.
Qiang Luo*,Wenqiang Yang,Dongyun Yi,Kernel shapes of fuzzy sets in fuzzy systems for function approximation,Information Sciences,2008,178(3):836-857.
罗强; 易东云; 杨文强, 基于概率模糊逻辑的蛋白质信号网络推断方法, 上海理工大学学报, 2008.6.15, (03): 276~282
罗强; 李瑞浴; 易东云, 基于模糊文化算法的自适应粒子群优化, 计算机工程与科学, 2008, (01): 88~92
2007
Qiang Luo, Wenqiang Yang, Dongyun Yi, The Particle Swarm Optimization via Cultural Algorithm with Fuzzy Knowledge Evolution,Dynamics of Continuous, Discrete and Impulsive System, 2007, 14(S3), 350-357. PDF
2006
Qiang Luo, Wenqiang Yang, Puyin Liu, Promoter Recognition Based on the Interpolated Markov Chinas Optimized via Simulated Annealing and Genetic Algorithm,Pattern Recognition Letters,2006, 27(9): 1031-1036. PDF
2. Invited commentary
Palaniyappan L, Dempster K, Qiang Luo. A Brain Network–Based Grading of PsychosisCould Resting Functional Magnetic Resonance Imaging Become a Clinical Tool?. JAMA Psychiatry. 2017;74(6):613-614.
3. Talks
Yanhao Ren, Qiang Luo, Weikang Gong, and Wenlian Lu. 2019. Transfer Learning Models on Brain Age Prediction. In Proceedings of the Third International Symposium on Image Computing and Digital Medicine (ISICDM 2019). Association for Computing Machinery, New York, NY, USA, 278–282. DOI:https://doi.org/10.1145/3364836.3364893
A Computational Approach to Adolescent Brain Development in the Context of Schizophrenia, the Behavioural and Clinical Neuroscience Seminar, 25th March 2019, Cambridge
Frontopolar grey matter volume mediates both genetic and environmental influences on overweight and obesity, The developing brain in health and disease: a scientific meeting, the Academe of Medical Science, 2019.3.19-20, Oxford, UK.
Dynamic Brain Network Among Key Brain Regions during a Bargaining,复杂神经环路与神经功能网络建模专题,第二届中国系统科学大会,2018年5月,北京
时变条件下的因果推断,2017清华大学青年统计学者论坛, 2017年11月,北京
Computational and geospatial approaches to brain development in adolescents, 2017 IMAGEN and GIGA meetings, Oct 2017, Rome.
Direct and undirected network in neuroimaging data analysis. Brain Mapping Unit, Department of Psychiatry, University of Cambridge, Oct 2017, Cambridge
“大数据与脑疾病”专题论坛总结报告,第二届认知科学和脑疾病转化医学大会总结会,2016年10月,成都
Imaging genetics in adolescents. The International Symposium on “The impact of oxytocin on prosocial behavior: a multi-methodological approach", Aug 2016, Chengdu.
Goal-dependent modulation of effective connectivity during a two-party bargaining game,Organization for Human Brain Mapping, OHBM2012,2012.6.10-2012.6.14.
Fuzzy Maximum Mutual Information Training Algorithm for Hidden Markov Model, Proceeding of World Congress of International Fuzzy System Association (IFSA2005) 2005, Beijing China, 176-180.
Puyin Liu, Qiang Luo, Wenqiang Yang, Dongyun Yi, The Learning Algorithm for a Novel Fuzzy Neural Network,D. -S. Huang, K. Li, and G. W. Irwin (Eds.):ICIC2006,LNCS4113, pp. 247–258, 2006. PDF
The Relationship Between the Uniform Approximation Rates and the Shapes of Fuzzy Sets in Fuzzy Systems, the 5th International Institute for General Systems Studies (IIGSS2007), Wuhan China, 2007.
Inferring Protein-Protein Interaction networks via probabilistic fuzzy logic, the 3rd Chinese Conference on Complex Networks (CCCN2007), Shanghai China, 2007.
Q. Luo and D. Yi, "Interaction Detection via Probabilistic Fuzzy Logic for Coupled Dynamical Systems," 2008 Fifth International Conference on Fuzzy Systems and Knowledge Discovery, Shandong, 2008, pp. 54-58. PDF doi: 10.1109/FSKD.2008.171
Qiang Luo, Xu Liu, Dongyun Yi,Reconstructing Gene Networks from Microarray Time-Series Data via Granger Causality. J. Zhou (Ed.): Complex 2009, Part I, LNICST 4, pp. 196–209, 2009. PDF