All Stories

  1. Adaptive Control of Dynamic Networks

    Article • IEEE Transactions on Network Science and Engineering, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    xizhe Zhang

  2. Attention-based acoustic feature fusion network for depression detection

    Article • Neurocomputing, October 2024, Elsevier

    xizhe Zhang

  3. Module control of network analysis in psychopathology

    Article • iScience, July 2024, Elsevier

    xizhe Zhang

  4. From Connectivity to Controllability: Unraveling the Brain Biomarkers of Major Depressive Disorder

    Article • Brain Sciences, May 2024, MDPI AG

    xizhe Zhang

  5. Digital Dietary Behaviors in Individuals With Depression: Real-World Behavioral Observation

    Article • JMIR Public Health and Surveillance, April 2024, JMIR Publications Inc.

    xizhe Zhang

  6. A fast algorithm for diffusion source localization in large-scale complex networks

    Article • Journal of Complex Networks, February 2024, Oxford University Press (OUP)

    xizhe Zhang

  7. State- and trait-related dysfunctions in bipolar disorder across different mood states: a graph theory study

    Article • Journal of Psychiatry and Neuroscience, January 2024, Canadian Medical Association (CMA)

    xizhe Zhang

  8. Integrative omics analysis reveals epigenomic and transcriptomic signatures underlying brain structural deficits in major depressive disorder

    Article • Translational Psychiatry, January 2024, Springer Science + Business Media

    xizhe Zhang

  9. Effectiveness of a Biofeedback Intervention Targeting Mental and Physical Health Among College Students Through Speech and Physiology as Biomarkers Using Machine Learning: A Randomized Controlled Trial

    Article • Applied Psychophysiology and Biofeedback, January 2024, Springer Science + Business Media

    xizhe Zhang

  10. Effectiveness of non-invasive brain stimulation on depressive symptoms targeting prefrontal cortex in functional magnetic resonance imaging studies: a combined systematic review and meta-analysis

    Article • Psychoradiology, January 2024, Oxford University Press (OUP)

    xizhe Zhang

  11. A neuroimaging-based precision medicine framework for depression

    Article • Asian Journal of Psychiatry, January 2024, Elsevier

    xizhe Zhang

  12. Module Control of Network Analysis in Psychopathology

    Article • January 2024, Elsevier

    xizhe Zhang

  13. Aberrant Hippocampal Development in Early-onset Mental Disorders and Promising Interventions: Evidence from a Translational Study

    Article • Neuroscience Bulletin, December 2023, Springer Science + Business Media

    xizhe Zhang

  14. Functional network characteristics in adolescent psychotic mood disorder: associations with symptom severity and treatment effects

    Article • European Child & Adolescent Psychiatry, November 2023, Springer Science + Business Media

    xizhe Zhang

  15. Towards a neuroimaging biomarker for predicting cognitive behavioural therapy outcomes in treatment-naive depression: Preliminary findings

    Article • Psychiatry Research, November 2023, Elsevier

    xizhe Zhang

  16. Functional connectivity between the cerebellar vermis and cerebrum distinguishes early treatment response for major depressive episodes in adolescents

    Article • Journal of Affective Disorders, October 2023, Elsevier

    xizhe Zhang

  17. School-based Evaluation Advancing Response for Child Health (SEARCH): a mixed longitudinal cohort study from multifaceted perspectives in Jiangsu, China

    Article • BMJ Mental Health, October 2023, BMJ

    xizhe Zhang

  18. Visual cortex repetitive transcranial magnetic stimulation (rTMS) reversing neurodevelopmental impairments in adolescents with major psychiatric disorders (MPDs): A cross‐species translational study

    Article • CNS Neuroscience & Therapeutics, September 2023, Wiley

    xizhe Zhang

  19. Total network controllability analysis discovers explainable drugs for Covid-19 treatment

    Article • Biology Direct, September 2023, Springer Science + Business Media

    xizhe Zhang

  20. Cancer-keeper genes as therapeutic targets

    Article • iScience, August 2023, Elsevier

    xizhe Zhang

  21. Attention guided learnable time-domain filterbanks for speech depression detection

    Article • Neural Networks, August 2023, Elsevier

    xizhe Zhang

  22. Graph Self-Supervised Learning With Application to Brain Networks Analysis

    Article • IEEE Journal of Biomedical and Health Informatics, August 2023, Institute of Electrical & Electronics Engineers (IEEE)

    xizhe Zhang

  23. Fast and accurate assessment of depression based on voice acoustic features: a cross-sectional and longitudinal study

    Article • Frontiers in Psychiatry, June 2023, Frontiers

    xizhe Zhang

  24. Digital Dietary Behaviors in Individuals With Depression: Real-World Behavioral Observation (Preprint)

    Article • March 2023, JMIR Publications Inc.

    xizhe Zhang

  25. Neurodevelopmental trajectories, polygenic risk, and lipometabolism in vulnerability and resilience to schizophrenia

    Article • BMC Psychiatry, March 2023, Springer Science + Business Media

    xizhe Zhang

  26. BrainTGL: A dynamic graph representation learning model for brain network analysis

    Article • Computers in Biology and Medicine, February 2023, Elsevier

    xizhe Zhang

  27. Cross-species neuroimaging intermediate phenotypes deepen our understanding of depression

    Article • January 2023, Research Square

    xizhe Zhang

  28. BrainUSL: Unsupervised Graph Structure Learning for Functional Brain Network Analysis

    Article • January 2023, Springer Science + Business Media

    xizhe Zhang

  29. Multi-Omics Integration Reveals Transcriptomic and Epigenetic Signatures Underlying Brain Structural Deficits in Major Depressive Disorder

    Article • January 2023, Elsevier

    xizhe Zhang

  30. Network Analysis of Polygenic Snp-Allele Biomarkers Discovers Novel Biotypes of Schizophrenia

    Article • January 2023, Elsevier

    xizhe Zhang

  31. Effectiveness of a Biofeedback Intervention Targeting Mental and Physical Health among College Students through Speech and Physiology as Biomarkers using Machine Learning: A Randomized Controlled Trial

    Article • December 2022, Research Square

    xizhe Zhang

  32. A Neuroimaging-based Precision Medicine Framework for Depression

    Article • October 2022, Cold Spring Harbor Laboratory Press

    xizhe Zhang

  33. Cancer-keeping genes as therapeutic targets

    Article • June 2022, Cold Spring Harbor Laboratory Press

    xizhe Zhang

  34. Response to: Significance and stability of deep learning-based identification of subtypes within major psychiatric disorders. Molecular Psychiatry (2022)

    Article • Molecular Psychiatry, June 2022, Springer Science + Business Media

    xizhe Zhang

  35. Combinatorial panel with endophenotypes from multilevel information of diffusion tensor imaging and lipid profile as predictors for depression

    Article • Australian & New Zealand Journal of Psychiatry, May 2022, SAGE Publications

    xizhe Zhang

  36. Applying dimensional psychopathology: transdiagnostic prediction of executive cognition using brain connectivity and inflammatory biomarkers

    Article • Psychological Medicine, May 2022, Cambridge University Press

    xizhe Zhang

  37. Improvement of IMRT QA prediction using imaging‐based neural architecture search

    Article • Medical Physics, May 2022, Wiley

    Jie Wang, xizhe Zhang

  38. Three major psychiatric disorders share specific dynamic alterations of intrinsic brain activity

    Article • Schizophrenia Research, May 2022, Elsevier

    xizhe Zhang

  39. A Real-World Observation of Antipsychotic Effects on Brain Volumes and Intrinsic Brain Activity in Schizophrenia

    Article • Frontiers in Neuroscience, February 2022, Frontiers

    xizhe Zhang

  40. Studies on the Decrease Mechanisms of Typical Complex Networks

    Article • October 2021, IOS Press

    xizhe Zhang

  41. Frontal-posterior functional imbalance and aberrant function developmental patterns in schizophrenia

    Article • Translational Psychiatry, September 2021, Springer Science + Business Media

    xizhe Zhang

  42. Neurobiological substrates of major psychiatry disorders: transdiagnostic associations between white matter abnormalities, neuregulin 1 and clinical manifestation

    Article • Journal of Psychiatry and Neuroscience, September 2021, Canadian Medical Association (CMA)

    xizhe Zhang

  43. Early-Stage Repetitive Transcranial Magnetic Stimulation Altered Posterior–Anterior Cerebrum Effective Connectivity in Methylazoxymethanol Acetate Rats

    Article • Frontiers in Neuroscience, May 2021, Frontiers

    xizhe Zhang

  44. Control Analysis of Protein-Protein Interaction Network Reveals Potential Regulatory Targets for MYCN

    Article • Frontiers in Oncology, April 2021, Frontiers

    xizhe Zhang

  45. Altering control modes of complex networks by reversing edges

    Article • Physica A Statistical Mechanics and its Applications, January 2021, Elsevier

    xizhe Zhang

  46. Antipsychotic Effects on Cortical Morphology in Schizophrenia and Bipolar Disorders

    Article • Frontiers in Neuroscience, December 2020, Frontiers

    xizhe Zhang

  47. Transdiagnostic time‐varying dysconnectivity across major psychiatric disorders

    Article • Human Brain Mapping, November 2020, Wiley

    xizhe Zhang

  48. Correction: Identifying and validating subtypes within major psychiatric disorders based on frontal–posterior functional imbalance via deep learning

    Article • Molecular Psychiatry, November 2020, Springer Science + Business Media

    xizhe Zhang

  49. Identifying and validating subtypes within major psychiatric disorders based on frontal–posterior functional imbalance via deep learning

    Article • Molecular Psychiatry, October 2020, Springer Science + Business Media

    xizhe Zhang

  50. Altered structural connectivity and cytokine levels in Schizophrenia and Genetic high-risk individuals: Associations with disease states and vulnerability

    Article • Schizophrenia Research, September 2020, Elsevier

    xizhe Zhang

  51. Applying dimensional psychopathology: transdiagnostic associations among regional homogeneity, leptin and depressive symptoms

    Article • Translational Psychiatry, July 2020, Springer Science + Business Media

    xizhe Zhang

  52. The pan-cancer landscape of netrin family reveals potential oncogenic biomarkers

    Article • Scientific Reports, March 2020, Springer Science + Business Media

    xizhe Zhang

  53. Predicting gamma passing rates for portal dosimetry‐based IMRT QA using machine learning

    Article • Medical Physics, August 2019, Wiley

    xizhe Zhang

  54. Altering control modes of complex networks based on edge removal

    Article • Physica A Statistical Mechanics and its Applications, February 2019, Elsevier

    xizhe Zhang

  55. Applying Dimensional Psychopathology: The Transdiagnostic Link between Somatic Depressive Symptoms, Brain Connectivity, and Leptin

    Article • SSRN Electronic Journal, January 2019, Elsevier

    xizhe Zhang

  56. Inflammatory Cytokines Mediate Brain Dysconnectivity and Cognitive Deficits Across Major Psychiatric Disorders

    Article • SSRN Electronic Journal, January 2019, Elsevier

    xizhe Zhang

  57. Altering Indispensable Proteins in Controlling Directed Human Protein Interaction Network

    Article • IEEE/ACM Transactions on Computational Biology and Bioinformatics, November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    xizhe Zhang

  58. An efficient algorithm for finding all possible input nodes for controlling complex networks

    Article • Scientific Reports, September 2017, Springer Science + Business Media

    xizhe Zhang

  59. Efficient target control of complex networks based on preferential matching

    Article • PLOS One, April 2017, PLOS

    xizhe Zhang

  60. Input graph: the hidden geometry in controlling complex networks

    Article • Scientific Reports, November 2016, Springer Science + Business Media

    xizhe Zhang

  61. Identification of efficient observers for locating spreading source in complex networks

    Article • Physica A Statistical Mechanics and its Applications, January 2016, Elsevier

    xizhe Zhang

  62. An observer deployment algorithm for locating the diffusion source timely in social network

    Article • January 2016, Atlantis Press

    xizhe Zhang

  63. Strategy for community control of complex networks

    Article • Physica A Statistical Mechanics and its Applications, March 2015, Elsevier

    xizhe Zhang

  64. Structural Controllability of Complex Networks Based on Preferential Matching

    Article • PLOS One, November 2014, PLOS

    xizhe Zhang

  65. Identifying Node Role in Social Network Based on Multiple Indicators

    Article • PLOS One, August 2014, PLOS

    xizhe Zhang

  66. Community discovery of public cloud web services based on structural networks

    Article • July 2013, Institute of Electrical & Electronics Engineers (IEEE)

    xizhe Zhang

  67. Dynamic Behavior Analysis for Open-source Software based on Complex Network

    Article • International Journal of Advancements in Computing Technology, September 2012, AICIT

    xizhe Zhang

  68. Adaptive Dynamic Composite Service Reselection Mechanism with Compensation

    Article • Journal of Convergence Information Technology, August 2012, AICIT

    xizhe Zhang

  69. A Reliability Metric Framework for Composite Web Service

    Article • January 2012, Springer Science + Business Media

    xizhe Zhang

  70. An Execution Behavior Simulation Framework for Composite Web Service

    Article • January 2012, Springer Science + Business Media

    xizhe Zhang

  71. Analysis on Key Nodes Behavior for Complex Software Network

    Article • January 2012, Springer Science + Business Media

    xizhe Zhang

  72. A Service Mining Approach for Time Estimation of Composite Web Services

    Article • January 2011, Springer Science + Business Media

    xizhe Zhang

  73. Cost-Benefit Analysis for Adaptive Web Service Substitution with Compensation

    Article • January 2011, Springer Science + Business Media

    xizhe Zhang

  74. Mining the Concise Patterns for Service Reliability Prediction

    Article • January 2011, Springer Science + Business Media

    xizhe Zhang

  75. An Active and Opportunistic Service Replacement Algorithm Orienting Transactional Composite Service Dynamic Adaptation

    Article • Chinese Journal of Computers, December 2010, China Science Publishing & Media Ltd.

    xizhe Zhang

  76. QoS-Driven Transactional Web Service Reselection for Reliable Execution

    Article • August 2010, Institute of Electrical & Electronics Engineers (IEEE)

    xizhe Zhang

  77. Research on real time data stream integration system for process industry

    Article • June 2010, Institute of Electrical & Electronics Engineers (IEEE)

    xizhe Zhang

  78. A Self-healing composite Web service model

    Article • December 2009, Institute of Electrical & Electronics Engineers (IEEE)

    xizhe Zhang

  79. A composite web services discovery technique based on community mining

    Article • December 2009, Institute of Electrical & Electronics Engineers (IEEE)

    xizhe Zhang

  80. Research on Data Cube technology of Dwarf based semantic OLAP

    Article • December 2009, Institute of Electrical & Electronics Engineers (IEEE)

    xizhe Zhang

  81. An Efficient Service Substitution Algorithm Based on Temporal Composite Behavior Graph

    Article • September 2009, Institute of Electrical & Electronics Engineers (IEEE)

    xizhe Zhang

  82. Composite Service Selection Based on Dot Pattern Mining

    Article • July 2009, Institute of Electrical & Electronics Engineers (IEEE)

    xizhe Zhang

  83. Web Service Community Discovery Based on Spectrum Clustering

    Article • January 2009, Institute of Electrical & Electronics Engineers (IEEE)

    xizhe Zhang

  84. Distance Ratio Fractal for Complex Mapping z\leftarrow z^a

    Article • June 2006, Institute of Electrical & Electronics Engineers (IEEE)

    xizhe Zhang

  85. Preface - Message from General and Program Chairs

    Article • January 2006, Institute of Electrical & Electronics Engineers (IEEE)

    xizhe Zhang

  86. Combining Multiple Clustering Methods Based on Core Group

    Article • January 2006, Institute of Electrical & Electronics Engineers (IEEE)

    xizhe Zhang

  87. XML Clustering Based on Common Neighbor

    Article • January 2006, Springer Science + Business Media

    xizhe Zhang

  88. Clustering XML Documents by Structure Based on Common Neighbor

    Article • January 2005, Springer Science + Business Media

    xizhe Zhang