Publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. Experiences Build Characters: The Linguistic Origins and Functional Impact of LLM Personality
    Xi Wang, Mengdie Zhuang, and Jiqun Liu
    arXiv preprint, 2026
    arXiv

2025

  1. Towards Deployment-Centric Multimodal AI beyond Vision and Language
    Xianyuan Liu, Jiayang Zhang, Shuo Zhou, and 11 more authors
    Nature Machine Intelligence, 2025
    DOI arXiv
  2. Impersonating the Crowd: Evaluating LLMs’ Ability to Replicate Human Judgment in Misinformation Assessment
    David La Barbera, Riccardo Lunardi, Mengdie Zhuang, and 1 more author
    In Proceedings of the 2025 International ACM SIGIR Conference on Innovative Concepts and Theories in Information Retrieval (ICTIR ’25), 2025
    Awarded DOI

2024

  1. Landscape of Digital Technologies Used in the National Health Service in England: Content Analysis
    Jake Alan Allcock, Mengdie Zhuang, Shuyang Li, and 1 more author
    JMIR Formative Research, 2024
    DOI

2022

  1. A Framework for Evaluating Dashboards in Healthcare
    Mengdie Zhuang, David Concannon, and Ed Manley
    IEEE Transactions on Visualization and Computer Graphics, 2022
    DOI

2021

  1. Household Visitation during the COVID-19 Pandemic
    Ed Manley, Stuart Ross, Mengdie Zhuang, and 1 more author
    Scientific Reports, 2021
    DOI
  2. How Do User Opinions Influence Their Interaction With Web Search Results?
    Luyan Xu, Mengdie Zhuang, and Ujwal Gadiraju
    In Proceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization (UMAP ’21), 2021
    DOI
  3. Changing Demand for New York Yellow Cabs during the COVID-19 Pandemic
    Ed Manley, Stuart Ross, and Mengdie Zhuang
    Findings, 2021
    DOI

2020

  1. Digital Technologies in the Public-Health Response to COVID-19
    Jobie Budd, Benjamin S. Miller, Erin M. Manning, and 14 more authors
    Nature Medicine, 2020
    DOI
  2. Go Local: The Key to Controlling the COVID-19 Pandemic in the Post Lockdown Era
    Isabel Bennett, Jobie Budd, Erin M. Manning, and 7 more authors
    arXiv preprint arXiv:2007.02603, 2020

2019

  1. In What Mood Are You Today?: An Analysis of Crowd Workers’ Mood, Performance and Engagement
    Mengdie Zhuang and Ujwal Gadiraju
    In Proceedings of the 10th ACM Conference on Web Science (WebSci ’19), 2019
    DOI
  2. What You Sow, So Shall You Reap! Toward Preselection Mechanisms for Macrotask Crowdsourcing
    Ujwal Gadiraju and Mengdie Zhuang
    In Macrotask Crowdsourcing, 2019
    DOI

2018

  1. Can User Behaviour Sequences Reflect Perceived Novelty?
    Mengdie Zhuang, Gianluca Demartini, and Elaine G. Toms
    In Proceedings of the 27th ACM International Conference on Information and Knowledge Management (CIKM ’18), 2018
    DOI

2017

  1. Understanding Engagement through Search Behaviour
    Mengdie Zhuang, Gianluca Demartini, and Elaine G. Toms
    In Proceedings of the 26th ACM International Conference on Information and Knowledge Management (CIKM ’17), 2017
    DOI

2016

  1. Modelling User Search Behaviour Based on Process
    Mengdie Zhuang
    In Proceedings of the 39th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR ’16), 2016
    DOI
  2. The Relationship between User Perception and User Behaviour in Interactive Information Retrieval Evaluation
    Mengdie Zhuang, Elaine G. Toms, and Gianluca Demartini
    In Advances in Information Retrieval: 38th European Conference on Information Retrieval (ECIR 2016), Mar 2016
    Awarded DOI
  3. Search Behaviour Before and After Search Success
    Mengdie Zhuang, Elaine G. Toms, and Gianluca Demartini
    In Proceedings of the Second International Workshop on Search as Learning (SAL 2016), co-located with SIGIR 2016, 2016