Manuscript under review or in preparation

1. Zhenhong Hu, Ting Zhang, Aakar Gupta, Sebastian Freitag, Naveen Sendhilnathan, Chi-Hao Wu, Jason E.B. Kheir, Ran Tan, Tianyi Wang, Kashyap Todi, Tanya R. Jonker, Hrvoje Benko. “A Look into the Future: Predicting User Intention of Target Pointing and Selection.” UIST, (2023)

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2. Goldstein, Samuel, Zhenhong Hu, and Mingzhou Ding. "Decoding working memory load from EEG with LSTM networks." arXiv preprint arXiv:1910.05621 (2019). Preprint DOI: https://doi.org/10.48550/arXiv.1910.05621

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3. Zhenhong Hu, Chandni Rana, Ke Bo, Mingzhou Ding. "Characterizing the Temporal Dynamics of Working Memory Representations from HD-EEG." 

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4. Christopher M. Barkley, Zhenhong Hu, Ann M. Fieberg, Lynn E. Eberly, Angela K. Birnbaum, Ilo E. Leppik, Susan E. Marino. "Cognitive versus sensory accounts of working memory dysfunction: a comparison of the effects of topiramate and lorazepam."

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Peer-reviewed articles

1. Yun Liang, Qing Zhao, Zhenhong Hu,  Ke Bo, Sreenivasan Meyyappan, John K. Neubert, and Mingzhou Ding. (2023). Imaging the neural substrate of trigeminal neuralgia pain using deep learning. Frontiers in Human Neuroscience, 17, 1144159. https://doi.org/10.3389/fnhum.2023.1144159

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2. Zhenhong Hu, Immanuel BH Samuel, Sreenivasan Meyyappan, Ke Bo, Chandni Rana, and Mingzhou Ding. "Aftereffects of frontoparietal theta tACS on verbal working memory: Behavioral and neurophysiological analysis." IBRO Neuroscience Reports 13 (2022): 469-477. DOI: https://doi.org/10.1016/j.ibneur.2022.10.013 

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3. Bo, Ke, Lihan Cui, Siyang Yin, Zhenhong Hu, Xiangfei Hong, Sungkean Kim, Andreas Keil, and Mingzhou Ding. "Decoding the temporal dynamics of affective scene processing." NeuroImage 261 (2022): 119532. DOI: https://doi.org/10.1016/j.neuroimage.2022.119532

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4. Zhang, Ting, Zhenhong Hu, Aakar Gupta, Chi-Hao Wu, Hrvoje Benko, and Tanya R. Jonker. "RIDS: Implicit Detection of a Selection Gesture Using Hand Motion Dynamics During Freehand Pointing in Virtual Reality." In Proceedings of the 35th Annual ACM Symposium on User Interface Software and Technology, pp. 1-12. 2022. DOI: https://doi.org/10.1145/3526113.3545701

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5. Bo, Ke, Siyang Yin, Yuelu Liu, Zhenhong Hu, Sreenivasan Meyyappan, Sungkean Kim, Andreas Keil, and Mingzhou Ding. "Decoding neural representations of affective scenes in retinotopic visual cortex." Cerebral Cortex 31, no. 6 (2021): 3047-3063. DOI: https://doi.org/10.1093/cercor/bhaa411

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6. Barkley, Christopher M., Zhenhong Hu, Ann M. Fieberg, Lynn E. Eberly, Angela K. Birnbaum, Ilo E. Leppik, and Susan E. Marino. "An association between resting state EEG parameters and the severity of topiramate-related cognitive impairment." Epilepsy & Behavior 114 (2021): 107598. DOI: https://doi.org/10.1016/j.yebeh.2020.107598

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7. Zhenhong Hu, Christopher M. Barkley, Susan E. Marino, Chao Wang, Abhijit Rajan, Ke Bo, Immanuel Babu Henry Samuel, and Mingzhou Ding. "Working memory capacity is negatively associated with memory load modulation of alpha oscillations in retention of verbal working memory." Journal of cognitive neuroscience 31, no. 12 (2019): 1933-1945. DOI: https://doi.org/10.1162/jocn_a_01461

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8. Rajan, Abhijit, Sreenivasan Meyyappan, Harrison Walker, Immanuel Babu Henry Samuel, Zhenhong Hu, and Mingzhou Ding. "Neural mechanisms of internal distraction suppression in visual attention." Cortex 117 (2019): 77-88. DOI: https://doi.org/10.1016/j.cortex.2019.02.026

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9. Zhenhong Hu, Adam J. Woods, Immanuel BH Samuel, Sreenivasan Meyyappan, and Mingzhou Ding. "Proceedings# 22: Frontoparietal Theta tACS Enhances Verbal Working Memory in Healthy Humans with High Working Memory Capacity." Brain Stimulation: Basic, Translational, and Clinical Research in Neuromodulation 12, no. 2 (2019): e86-e87. DOI: https://doi.org/10.1016/j.brs.2018.12.191

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10. Samuel, Immanuel Babu Henry, Chao Wang, Zhenhong Hu, and Mingzhou Ding. "The frequency of alpha oscillations: task-dependent modulation and its functional significance." Neuroimage 183 (2018): 897-906. DOI: https://doi.org/10.1016/j.neuroimage.2018.08.063

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11. Barkley, Christopher M., Zhenhong Hu, Ann M. Fieberg, Lynn E. Eberly, Angela K. Birnbaum, Ilo E. Leppik, and Susan E. Marino. "Individual differences in working memory capacity predict topiramate-related cognitive deficits." Journal of clinical psychopharmacology 38, no. 5 (2018): 481. DOI: https://doi.org/10.1097/JCP.0000000000000949

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12. Gui, Dan-Yang, Tao Yu, Zhenhong Hu, Jiaqing Yan, and Xiaoli Li. "Dissociable functional activities of cortical theta and beta oscillations in the lateral prefrontal cortex during intertemporal choice." Scientific reports 8, no. 1 (2018): 1-8. DOI: https://doi.org/10.1038/s41598-018-21150-1

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13. Wen, Jianbin, Tao Yu, Li Liu, Zhenhong Hu, Jiaqing Yan, Yongjie Li, and Xiaoli Li. "Evaluating the roles of left middle frontal gyrus in word production using electrocorticography." Neurocase 23, no. 5-6 (2017): 263-269. DOI: https://doi.org/10.1080/13554794.2017.1387275

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PATENTS

1. Xiaoli Li, Zhenhong Hu. "A method for individualized 3D dynamic visualization of information flow in large-scale cortical networks." Patent# CN103942424B: https://patents.google.com/patent/CN103942424B/en

2. Xiaoli Li, Zhenhong Hu. "An individualized brain function mapping method based on cortical EEG high-frequency gamma neural oscillations." Patent# CN103932701B: https://patents.google.com/patent/CN103932701B/en

3. Xiaoli Li, Zhenhong Hu. "A method for individualized positioning of intracranial electrodes based on multimodal medical image data fusion." Patent# CN103932796A: https://patents.google.com/patent/CN103932796A/en

Conference Posters or Workshops

1. Chandni Rana, Zhenhong Hu, Sreenivasan Meyyappan, Immanuel B.H. Samuel, Runbo Gao, Ke BO, Adam J. Woods, Mingzhou Ding. "Decoding working memory load from high density EEG." Society for Neuroscience (SfN) · Nov 5, 2018. San Diego, CA. DOI: https://www.abstractsonline.com/pp8/#!/4649/presentation/14592

2. Christopher Barkley, Zhenhong Hu, Ann Fieberg, Lynn Eberly, Susan Marino. "Does the modified Sternberg task measure verbal working memory function? Evidence from experimental pharmacology." Society for the Neurobiology of Language (SNL) · Aug 20, 2018. Québec City, Canada. DOI: http://www.neurolang.org/2018/program/SNL_2018_Abstracts.pdf

3. Zhenhong Hu, Adam J. Woods, Immanuel B.H. Samuel, Sreenivasan Meyyappan, Mingzhou Ding. "Frontoparietal Theta tACS Enhances Verbal Working Memory in Healthy Humans with High Working Memory Capacity." NYC NEUMODULATION | NANS SUMMER · Aug 1, 2018. New York City. DOI: https://neuromodec.org/nycnans2018/see_abstracts.php

4. Christopher Barkley, Zhenhong Hu, Mingzhou Ding, Susan Marino. "Oscillatory correlates of drug-induced cognitive impairment." Society for Neuroscience (SfN) · Nov 11, 2017. Washington DC. DOI: https://www.abstractsonline.com/pp8/index.html#!/4376/presentation/30136

5. Christopher Barkley, Zhenhong Hu, Angela Birnbaum, Ilo Leppik, Susan Marino. "Fluent Speech in the Presence of Severe Working Memory Dysfunction." Society for the Neurobiology of Language (SNL) · Nov 10, 2017. Baltimore, Maryland. DOI: http://www.neurolang.org/programs/SNL_2017_Abstracts.pdf

6. Zhenhong Hu, Christopher Barkley, Susan Marino, Chao Wang, Mingzhou Ding. "Neural compensation to drug-induced cognitive impairments." Society for Neuroscience (SfN) · Nov 15, 2017. Washington DC. DOI: https://www.abstractsonline.com/pp8/index.html#!/4376/presentation/30114

7. Zhenhong Hu, Susan Marino, Serguei Pakhomov, Jean Cibula, Mingzhou Ding. "Working memory capacity moderates drug-induced cognitive impairments." Society for Neuroscience (SfN) · Nov 1, 2016. San Diego, CA. DOI: https://www.abstractsonline.com/pp8/index.html#!/4071/presentation/31248

8. Zhenhong Hu, Immanuel B.H. Samuel, Mingzhou Ding. "Individual differences in alpha power modulation by verbal working memory load." Biomedical Engineering Society (BMES) · Oct 9, 2015. Tampa, Florida. DOI: https://assets.noviams.com/novi-file-uploads/bmes/PDFs_and_Documents/2021_Annual_Meeting/2015AnnualMeetingProgram.pdf

9. Jingqing Li, Zhenhong Hu, Xiaoli Li. "High-frequency gamma responses in children with autism spectrum disorders during a visual task." Organization for Human Brain Mapping (OHBM) · June 9, 2014. Hamburg, Germany. DOI: https://www.humanbrainmapping.org/files/2014MeetingFiles/2014Posters.pdf

10. Zhenhong Hu, Jingqing Li, Tao Yu, Xiaoli Li. "Dynamics of large-scale information flow in the cortex during language processing." Organization for Human Brain Mapping (OHBM) · June 10, 2014. Hamburg, Germany. DOI: https://www.humanbrainmapping.org/files/2014MeetingFiles/2014Posters.pdf

Academic Services

Verified peer review records: 63

Reviewer for the following journals:

1. Brain-Computer Interfaces

2. Neural Processing Letters

3. International Conference on Medical Image Computing and Computer Assisted Intervention - MICCAI

4. Brain Imaging and Behavior

5. Plos One

6. Frontiers in Psychiatry

7. Frontiers in Psychology

8. Journal of Psychiatric Research

9. Journal of Affective Disorders

10. Psychiatry Research 

11. Psychophysiology 

12. Depression and Anxiety

13. Psychiatry Research: Neuroimaging

OTHER SERVICE

• Lab Manager @University of Florida Neuroinformatic Lab, 2017 - 2019

  • Designed and conducted human research experiments, including EEG, fMRI, EKG, EMG, eye-tracking, and non-invasive brain stimulation 

  • Documented and interpreted results of experiments and reported to principal investigators

  • Provided assistance to maintain laboratory functionality, including overseeing equipment security and lab traffic, assisting with software troubleshooting, and communicating solutions for students/staff in various experiments

  • Maintained research protocols for compliance with University's Institutional Review Board

• Treasurer @Mayors’ Council (University of Florida Graduate Student Organization), 2016 - 2018

  • Prepared the annual budget (~$16,000) for the Student Government (SG)

  • Kept accurate records of all financial transactions for the MC SG account

  • Organized bi-weekly MC meetings and monthly village resident meeting

  • Composed and processed student activity requests and event permits

HONORS & AWARDS 

• International Student Outstanding Achievement Award

• International Honorary for Leaders in University Apartment Communities

• Award of Excellence

• Jin Sheng Scholarship

• The Office of Research Award (Four times)

• Graduate Student Council Travel Award (Twice)

• The second prize in province of China Undergraduate Physics Contest

• The first prize in province of China Undergraduate Mathematical Contest in Modeling

• Certificate of Completion Graduate Teaching Assistant Development Program

Professional Affiliations

• UIST (ACM Symposium on User Interface Software and Technology)

• CHI (ACM Conference on Human Factors in Computing Systems)

• SfN (Society for Neuroscience)

• BMES (Biomedical Engineering Society)

• OHBM (Organization for Human Brain Mapping)

• SNL (Society for the Neurobiology of Language)

• The joint NYC Neuromodulation and NANS Summer Series conference