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Publications (Back to Homepage)

2024

  • PyGOD: A Python Library for Graph Outlier Detection.
    Kay Liu*, Yingtong Dou* et al.
    JMLR 2024.
    [Paper][Code][BibTeX]

2023

  • Attacking Fake News Detectors via Manipulating News Social Engagement.
    Haoran Wang, Yingtong Dou, Canyu Chen, Lichao Sun, Philip S. Yu, Kai Shu.
    TheWebConf 2023.
    [Paper][Code][BibTeX]

2022

  • BOND: Benchmarking Unsupervised Outlier Node Detection on Static Attributed Graphs.
    Kay Liu*, Yingtong Dou*, Yue Zhao* et al.
    NeurIPS 2022.
    [Paper][Code][BibTeX]

  • Automating DBSCAN via Deep Reinforcement Learning.
    Ruitong Zhang, Hao Peng, Yingtong Dou, Jia Wu, Qingyun Sun, Jingyi Zhang, Philip S. Yu.
    ACM CIKM. 2022.
    [Paper][Code][BibTeX]

  • Adversarial Attack and Defense on Graph Data: A Survey.
    Lichao Sun, Yingtong Dou, Carl Yang et al.
    IEEE TKDE. 2022.
    [Paper][Paper List][BibTeX]

2021

2020

Before 2020

  • Uncovering Download Fraud Activities in Mobile App Markets.
    Yingtong Dou, Weijian Li, Zhirong Liu, Zhenhua Dong, Jiebo Luo, Philip S. Yu.
    ACM/IEEE ASONAM. 2019.
    [Paper][Slides][English Blog][BibTeX]

  • A Review of Recent Advance in Online Spam Detection.
    Yingtong Dou.
    Technical Report. Mar. 2019.
    [Paper][Slides][BibTeX]

  • A Novel Centrality Cascading Based Edge Parameter Evaluation Method for Robust Influence Maximization.
    Xiaolong Deng, Yingtong Dou, Tiejun Lv, Nguyen QVH.
    IEEE Access. 2017.
    [Paper][Code][Slides][BibTeX]

  • CPS Model Based Online Opinion Governance Modeling and Evaluation of Emergency Accidents.
    Xiaolong Deng, Yingtong Dou, Yihua Huang.
    EMGIS in ACM SIGSPATIAL. 2016.
    [Paper][Slides][Extended Journal Version][BibTeX]