Research

@article{liuRegulationSupportCentering2025,
  title = {From Regulation to Support: Centering Humans in Technology-Mediated Emotion Intervention in Care Contexts},
  author = {Liu, Jiaying "Lizzy" and Zhuo, Shuer and Li, Xingyu and Dillon, Andrew and Howell, Noura and Smith, Angela D. R. and Zhang, Yan},
  year = {2025},
  month = {oct},
  journal = {Proceedings of the ACM on Human-Computer Interaction},
  volume = {9},
  number = {7},
  pages = {CSCW424:1--CSCW424:32},
  doi = {10.1145/3757605}
}

@inproceedings{liuDesigningIdentityAffirmingGenerative2025,
  title = {Designing Identity-Affirming Generative AI for Visual Emotional Expression: Empowering Marginalized Young Adults},
  author = {Liu, Jiaying "Lizzy"},
  year = {2025},
  month = {oct},
  booktitle = {Companion Publication of the 2025 Conference on Computer-Supported Cooperative Work and Social Computing},
  series = {CSCW Companion '25},
  pages = {4--7},
  publisher = {Association for Computing Machinery},
  doi = {10.1145/3715070.3747331}
}

@misc{kimDesignHopeReimagining2025,
  title = {Design as Hope: Reimagining Futures for Seemingly Doomed Problems},
  author = {Kim, JaeWon and Liu, Jiaying "Lizzy" and Pyle, Cassidy and Somanath, Sowmya and Popowski, Lindsay and Shen, Hua and Fiesler, Casey and Hayes, Gillian R. and Hiniker, Alexis and Ju, Wendy and Mueller, Florian "Floyd" and Arif, Ahmer and Kotturi, Yasmine},
  year = {2025},
  eprint = {2503.07586},
  publisher = {arXiv},
  doi = {10.48550/arXiv.2503.07586}
}

@article{liuDecodingVisualStorytelling2025,
  title = {Decoding Visual Storytelling in Mental Health Narratives: Aesthetics, Disparity, and Peer Support in YouTube Vlogs},
  author = {Liu, Jiaying "Lizzy" and Wang, Yunlong and Jue, Allen and Lyu, Yao and Su, Yiheng and Niu, Shuo and TeBlunthuis, Nathan and Zhang, Yan},
  year = {2025},
  journal = {Social Media + Society},
  note = {Under review; accepted by ICA 2026 for presentation}
}

@inproceedings{liuCanLargeLanguage2025,
  title = {Can Large Language Models Grasp Concepts in Visual Content? A Case Study on YouTube Shorts about Depression},
  author = {Liu, Jiaying "Lizzy" and Su, Yiheng and Seth, Praneel},
  year = {2025},
  booktitle = {Extended Abstracts of the CHI Conference on Human Factors in Computing Systems},
  series = {CHI EA '25},
  eprint = {2503.05109},
  doi = {10.1145/3706599.3719821}
}

@inproceedings{liuHarnessingLLMsAutomated2024,
  title = {Harnessing LLMs for Automated Video Content Analysis: An Exploratory Workflow of Short Videos on Depression},
  author = {Liu, Jiaying (Lizzy) and Wang, Yunlong and Lyu, Yao and Su, Yiheng and Niu, Shuo and Xu, Xuhai "Orson" and Zhang, Yan},
  year = {2024},
  month = {nov},
  booktitle = {Companion Publication of the 2024 Conference on Computer-Supported Cooperative Work and Social Computing},
  series = {CSCW Companion '24},
  pages = {190--196},
  publisher = {Association for Computing Machinery},
  doi = {10.1145/3678884.3681850}
}

@article{liuModelingHealthVideo2024,
  title = {Modeling Health Video Consumption Behaviors on Social Media: Activities, Challenges, and Characteristics},
  author = {Liu, Jiaying and Zhang, Yan},
  year = {2024},
  month = {apr},
  journal = {Proceedings of the ACM on Human-Computer Interaction},
  volume = {8},
  number = {CSCW1},
  pages = {208:1--208:28},
  doi = {10.1145/3653699}
}

@article{liuVideoMediatedEmotionDisclosure2025,
  title = {Video-Mediated Emotion Disclosure: Expressions of Fear, Sadness, and Joy by People with Schizophrenia on YouTube},
  author = {Liu, Jiaying "Lizzy" and Zhang, Yan},
  year = {2025},
  journal = {Proceedings of the Association for Information Science and Technology},
  volume = {62},
  number = {1},
  pages = {432--444},
  doi = {10.1002/pra2.1268}
}

@article{liuPixelsConceptsHow2025,
  title = {From Pixels to Concepts: How AI Interprets Visual Concepts in Social Media Videos? A Case Study of Mental Health YouTube Shorts},
  author = {Liu, Jiaying "Lizzy" and Su, Yiheng and Seth, Praneel},
  year = {2025},
  journal = {Proceedings of the Association for Information Science and Technology},
  volume = {62},
  number = {1},
  pages = {417--431},
  doi = {10.1002/pra2.1267}
}

@misc{liuWhenLostIt2025,
  title = {"When I Lost It, They Dragged Me out": How Care Encounters Empower Marginalized Young Adults' Mental Health Care-Seeking},
  author = {Liu, Jiaying "Lizzy" and Zhang, Yan},
  year = {2025},
  month = {feb},
  eprint = {2502.11277},
  publisher = {arXiv},
  doi = {10.48550/arXiv.2502.11277}
}

@article{liuExploringYoungAdults2024,
  title = {Exploring Young Adults' Mental Health Help-Seeking Journey: Preliminary Findings on Resource Navigation Behavior},
  author = {Liu, Jiaying and Zhang, Yan},
  year = {2024},
  journal = {Proceedings of the Association for Information Science and Technology},
  volume = {61},
  number = {1},
  pages = {570--575},
  doi = {10.1002/pra2.1060}
}

@article{liuChangesInformationNeeds2025,
  title = {Changes of Information Needs and Emotions During COVID-19: A Longitudinal View},
  author = {Liu, Jiaying "Lizzy" and Bessler, Sierrah and Zhang, Yan and Komi, Midori McKay and Chen, Annie T.},
  year = {2025},
  journal = {Library & Information Science Research},
  volume = {47},
  number = {3},
  pages = {101367}
}

@article{zhangDesignEvaluationNudgebased2023,
  title = {The Design and Evaluation of a Nudge-based Interface to Facilitate Consumers' Evaluation of Online Health Information Credibility},
  author = {Zhang, Yan and Liu, Jiaying and Song, Shijie},
  year = {2023},
  month = {jul},
  journal = {Journal of the Association for Information Science and Technology},
  volume = {74},
  number = {7},
  pages = {828--845},
  doi = {10.1002/asi.24759}
}