Journal Publications

[15] Uijong Ju, SangHyeon Kim,  "Willingness to Take Responsibility: Self-Sacrifice versus Sacrificing Others in Take-over Decisions during Autonomous Driving", Heliyon, Accepted.

[14] Hyungsuk Ryu, Uijong Ju, Chrisitan Wallraven, "Decoding cognitive fatigue during visual search selectively manipulated via myopia-correcting lenses", Frontiers in Neuroscience, 18, 1307688, 2024, doi: 10.3389/fnins.2024.1307688 

[13] Uijong Ju, Christian Wallraven, "Decoding the dynamic perception of risk and speed using naturalistic stimuli: a multivariate, whole-brain analysis”, Human Brain mapping, vol. 45(4), pp. e26652, 2024, doi: 10.1002/hbm.26652 

[12] Uijong Ju, SangHyeon Kim,  "Predicting perceived realism in virtual reality driving simulations using participants’ personality traits, heart rate changes, and risk preference", IEEE Access, vol. 12, pp. 12138-12148, 2024, doi: 10.1109/ACCESS.2024.3355439

[11] Uijong Ju, Christian Wallraven, "Dynamic measurements of speed and risk perception during driving: evidence of speed misestimation from continuous ratings and video analysis", PLOS ONE, 18(9):e0291043, 2023,  doi: 10.1371/journal.pone.0291043

[10] Uijong Ju, "Task and resting-state functional connectivity predicts driving violations", Brain sciences, 13(9):1236, 2023, doi:10.3390/brainsci13091236, 

[9] Uijong Ju, Christian Wallraven, "Relationship between virtual reality balloon analogue risk task and risky decision-making", PLOS ONE, 18(2), e0282097, 2023,  doi:10.1371/journal.pone.0282097

[8] Uijong Ju, “Identifying neural correlates of multidimensional, subjective game experiences during active game play”, Frontiers in Human Neuroscience, 16. 2022, doi: 10.3389/fnhum.2022.1013991

[7] Uijong Ju, John Williamson, Christian Wallraven, "Predicting driving speed from psychological metrics in a virtual reality car driving simulation", Scientific Reports 12, 10044, 2022, doi: 10.1038/s41598-022-14409-1 

[6] Uijong Ju, Lewis L, Chunag, Christian Wallraven, "Acoustic Cues Increase Situational Awareness in Accident Situations: A VR Car-Driving Study", IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 4, pp. 3281-3291, 2022, doi: 10.1109/TITS.2020.3035374

[5] Hyungsuk Ryu, Uijong Ju, Chrisitan Wallraven, “Myopia-correcting lenses decrease eye fatigue in a visual search task for both adolescents and adults", PLOS ONE, vol. 16, no. 10, p. e0258441, 2021, doi: 10.1371/journal.pone.0258441 

[4] Uijong Ju, June Kang, Christian Wallraven, “You or me? Personality traits predict sacrificial decisions in a VR-simulated accident situation”, IEEE Transactions on Visualization and Computer graphics, vol. 25, no. 5, pp. 1898-1907, 2019, doi: 10.1109/TVCG.2019.2899227 

[3] Uijong Ju, June Kang, Christian Wallraven . “To brake or not to brake? Personality traits predict decision-making in an accident situation,” Frontiers in Psychology 10, 134, 2019, doi: 10.3389/fpsyg.2019.00134

[2] Uijong Ju, Christian Wallraven. “Manipulating and decoding subjective gaming experience during active gameplay: a multivariate, whole brain analysis”, Neuroimage 188, 1-13, 2019, doi: 10.1016/j.neuroimage.2018.11.061 

[1] Uijong Ju, June Kang, Christian Wallraven. “Personality differences predict decision-making in an accident situation in virtual driving,” 2016 IEEE Virtual Reality, 77-82, 2019, doi: 10.1109/VR.2016.7504690

Manuscripts in preparation

• Uijong Ju, Hoesung Ryu, Christian Wallraven, “Who decides? Modeling emergency decision-making in conditionally automated driving from personality traits and heart rate", Under review

• SangHyeon Kim, Uijong Ju, "Dynamic Assessments of Visual Fatigue During Video Watching: Validation of Dynamic Rating from Post-task Rating and Video Features" ,Under preparation

• SangHyeon Kim, Uijong Ju, "Prediction of Dynamic Visual Fatigue via Eye-tracking and Video Features While Watching Videos in Virtual Reality" ,Under preparation

• Uijong Ju, SangHyeon Kim, Christian Wallraven, "Visual Matters: Decision-Making Differences in Conditionally Automated Driving Across Three Survey Methods,", Under preparation

• Hoesung Ryu, Uijong Ju, Christian Wallraven, "Decision-making is in the eye of the beholder: comparing action predictions". Under preparation

Citable Abstracts and Conference Presentations

• Sanghyeon Kim, Uijong Ju (2023). 71‐4: Late‐News Paper: Real‐time Measurement for Visual Fatigue Induced by Watching Videos. In SID Symposium Digest of Technical Papers (Vol. 54, No. 1, pp. 1008-1011)

• Hoesung Ryu, Uijong Ju, Christian Wallraven (2021), “Comparing Humans and Deep Learning Algorithms in a Spatio-temporal situation”, The 6th Asian Conference on Pattern Recognition (ACPR 2021) Oral presentation paper. 

• Uijong Ju, Christian Wallraven (2020), “Functional connectivity-based decoding of game performance,” The Annual Meeting of the Organization for Human Brain Mapping.

• Uijong Ju, Christian Wallraven (2018). “Resting state functional connectivity predicts performance and subjective game experience,” The Annual Meeting of the Organization for Human Brain Mapping.

• Christian Wallraven, Uijong Ju (2017). “An fMRI analysis of subjective experiences during immersive gaming,” Annual meeting of the Vision Sciences Society

• Uijong Ju, Christian Wallraven (2015). “Neural correlates of subjective gaming experiences,” The Korean Society for Cognitive Science.

• Dong-Seon Chang, Uijong Ju, Heinrich H Bülthoff, Stephan De la Rosa (2015). “How different is Action Recognition across cultures? Visual Adaptation to Social Actions in Germany vs. Korea,” Annual meeting of the Vision Sciences Society

• Felix Biessmann, Michael Gaebler, Jan-Peter Lamke, UiJong Ju, Stefan Hetzer, Christian Wallraven, Klaus-Robert Müller (2014). “Data-driven multisubject neuroimaging analyses for naturalistic stimuli,” 2014 International Workshop on Patten Recognition in Neuroimaging (PRNI)

• Uijong Ju, Christian Wallraven (2014). “User Experience in Stereoscopic Driving Games,” The 6th International Conference on Brain and Cognitive Engineering.