Please see my full publication record from Google Scholar.
Conference Papers
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NEW “This is Fake! Shared It by Mistake”: Assessing the Intent of Fake News Spreaders [PDF]
Xinyi Zhou, Kai Shu, Vir V. Phoha, Huan Liu, Reza Zafarani
The ACM Web Conference (WWW/TheWebConf), 2022 -
SAFE: Similarity-Aware Multimodal Fake News Detection [PDF] [Code]
Xinyi Zhou*, Jindi Wu*, Reza Zafarani
Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Springer, 2020 -
ReCOVery: A Multimodal Repository for COVID-19 News Credibility Research [PDF] [Data]
Xinyi Zhou, Apurva Mulay, Emilio Ferrara, Reza Zafarani
ACM International Conference on Information and Knowledge Management (CIKM), 2020 -
Sentiment Paradoxes in Social Networks: Why Your Friends are More Positive Than You? [PDF]
Xinyi Zhou, Shengmin Jin, Reza Zafarani
AAAI International Conference on Web and Social Media (ICWSM), 2020 -
The Role of User Profile for Fake News Detection [PDF]
Kai Shu, Xinyi Zhou, Suhang Wang, Reza Zafarani, Huan Liu
IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2019
Journal Articles
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CHECKED: Chinese COVID-19 Fake News Dataset [PDF] [Data&Code]
Chen Yang, Xinyi Zhou, Reza Zafarani
Social Network Analysis and Mining (SNAM), 2021 - A Survey of Fake News: Fundamental Theories, Detection Methods, and Opportunities [PDF]
Xinyi Zhou, Reza Zafarani
ACM Computing Surveys (CSUR), 2020Curriculum Material: CMU 11-665/11-865, Stanford CS384
Media Coverage: The Data Exchange -
Fake News Early Detection: A Theory-driven Model [PDF]
Xinyi Zhou, Atishay Jain, Vir V. Phoha, Reza Zafarani
ACM Digital Threats: Research and Practice (DTRAP), 2020 -
Network-based Fake News Detection: A Pattern-driven Model [PDF]
Xinyi Zhou, Reza Zafarani
ACM SIGKDD Explorations Newsletter, 2019 -
A DEMATEL-Based Completion Method for Incomplete Pairwise Comparison Matrix in AHP
Xinyi Zhou, Yong Hu, Yong Deng, Felix T.S. Chan, Alessio Ishizaka
Annals of Operations Research (ANOR), 2018 - D-DEMATEL: A New Method to Identify Critical Success Factors in Emergency Management
Xinyi Zhou, Yangqiuyan Shi, Xinyang Deng, Yong Deng
Safety Science, 2017The 100 Most Influential Research Papers of 2017 in China
Tutorial Proposals
- Fake News Research: Theories, Detection Strategies, and Open Problems
Reza Zafarani, Xinyi Zhou, Kai Shu, Huan Liu
ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2019Media Coverage: Datanami
- Fake News: Fundamental Theories, Detection Strategies and Challenges
Xinyi Zhou, Reza Zafarani, Kai Shu, Huan Liu
ACM International Conference on Web Search and Data Mining (WSDM), 2019Media Coverage: Psychology Today
Book Chapter
- Credibility-based Fake News Detection
Niraj Sitaula, Chilukuri K. Mohan, Jennifer Grygiel, Xinyi Zhou, Reza Zafarani
Disinformation, Misinformation, and Fake News in Social Media, Springer, 2020