Zixuan Guo

Biographic Data

ID6941738
NAMEZixuan Guo
GIVEN NAMESZixuan
FAMILY NAMEGuo
SIGNATUREGUO Z
AFFILIATIONSUniversity of Pennsylvania
ORCID0009-0001-6089-5729
VERIFIEDYes
TOTAL WORKS5
TOTAL CITATIONS0
WORKS AS AUTHOR5
WORKS AS EDITOR0
FIRST PUBLICATION YEAR2024
LATEST PUBLICATION YEAR2025
H-INDEX0

  • Automated Identification and Spatial Pattern Analysis of Urban Slow-Moving Traffic Bottlenecks Using Street View Imagery and Deep Learning

    Open AccessZixuan Guo, Hong Xu et al.ARTICLEISPRS International Journal of…2025

    With rapid urbanization and increasing emphasis on sustainable mobility, slow-moving traffic systems, including pedestrian and cycling infrastructure, have become critical to urban transportation and quality of life. Conventional assessment methods are labor-intensive, time-consuming, and limited in coverage. Leveraging advances in deep learning and computer vision, this study develops a framework for bottleneck detection using street-level image…

  • The Relationship Between Attitudes Toward Suicide and Suicidal Ideation and Attempts Among Chinese College Students

    Open AccessShunyan Lyu, Zixuan Guo et al.ARTICLEPsychological Reports2025

    Attitudes toward suicide are complex and multifaceted. Their predictive roles and how they interact with mental health in suicidal ideation and suicide attempts are not well understood. Elaborating on attitudes toward suicide can help contribute to suicide prevention. The current study examined whether and how attitudes toward suicide and depression levels are involved in suicidal ideation and suicide attempts among college students. A cross-sect…

  • Integrating Memetics and Gamified Virtual Reality for the Digital Preservation of Cultural Heritage

    Open AccessGang Yang, Chenghong Cen et al.ARTICLEHeritage2025References: 1

    This pilot study combines memetic analysis with a gamified virtual reality (VR) platform to explore the digital transmission of Mo Jia Quan, a traditional Chinese martial art. By identifying core cultural elements (memes) with strong transmissibility, the research developed a VR-based learning environment incorporating levels, challenges, and motion-captured martial routines to promote user engagement. Ten participants underwent a pre- and post-t…

  • AI-Driven Recognition and Sustainable Preservation of Ancient Murals

    Open AccessZixuan Guo, Sameer Kumar et al.ARTICLEHeritage2025

    This paper introduces DKR-YOLO, an advanced deep learning framework designed to empower the digital preservation and sustainable management of ancient mural heritage. Building upon YOLOv8, DKR-YOLO integrates innovative components—including the DySnake Conv layer for refined feature extraction and an Adaptive Convolutional Kernel Warehouse to optimize representation—addressing challenges posed by intricate details, diverse artistic styles, and mu…

  • Perceived and Internalized Stigma Towards Suicide and Their Roles in Suicidal Thoughts and Behaviors Among Chinese College Students

    Open AccessShunyan Lyu, Zixuan Guo et al.ARTICLEOMEGA - Journal of Death and Dying2024

    Although perceived and internalized suicide stigma are considered risk factors for suicidal thoughts and behaviors (STBs), their specific roles in STBs are not well understood. This study examined the relationships among perceived and internalized suicide stigma, hopelessness, unbearable pain, suicidal desire, and suicide attempts in college students. A total of 1,387 Chinese college students (mean age: 22.22 years) completed the relevant scales.…