08/2023
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One first-author survey paper about misinformation video got accepted by MM 2023.
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12/2022
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One co-author paper about the Chinese short video fake news benchmark got accepted by AAAI 2023.
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Combating Online Misinformation Videos: Characterization, Detection, and Future Directions
Yuyan Bu, Qiang Sheng, Juan Cao, Peng Qi, Danding Wang, and Jintao Li
Proceedings of the 31st ACM International Conference on Multimedia (MM 2023)
Preprint /
Paper (TBA) /
GitHub Repo
TL;DR: We conduct the very first survey focusing on online misinformation video detection, to the best of our knowledge.
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FakeSV: A Multimodal Benchmark with Rich Social Context for Fake News Detection on Short Video Platforms
Peng Qi, Yuyan Bu, Juan Cao, Wei Ji, Ruihao Shui, Junbin Xiao, Danding Wang, Tat-Seng Chua
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023)
Paper / GitHub Repo
TL;DR: We construct the largest Chinese fake news short video dataset, namely FakeSV. This dataset contains complete news contents and rich social context under different events, and thus can support a wide range of research tasks related to fake news. It firstly provides abundant debunking videos accompanying the fake and real news videos. We provide exploratory multi-perspective data analysis, which reveals some interesting and insightful phenomenons. Moreover, we design a new multimodal detection model as the SOTA method in this benchmark. We also re-implement 11 single-modal and 4 multimodal methods as baseline methods.
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Conference Reviewer
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MM 2023
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2023
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First-Class Academic Scholarship, University of Chinese Academy of Sciences
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2023
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Merit Student, University of Chinese Academy of Sciences
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2022
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Outstanding Graduate, Beijing Jiaotong University
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2019, 2020
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Merit Student, Beijing Jiaotong University
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2019
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The First Prize Scholarship, Beijing Jiaotong University
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