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Ming Zhou

Ph.D. Student
Tsinghua University
zhou-m19@mails.tsinghua.edu.cn


About Me: Ming Zhou (周明)

I am currently a Ph.D. student supervised by Prof. Jie Tang at the Knowledge Engineering Group, Department of Computer Science and Technology in Tsinghua University, Beijing, China. Before joining Tsinghua, I was a researcher at Baidu and Tencent.

My research focuses on social & information networks, data mining, language models, and graph representation learning. I have published in premier venues of social bot detection, large language models, and graph neural networks, including a best student paper in ECML-PKDD 2023. Based on these algorithms, we have developed and launched the social bot detection platform Botdetection, which has received widespread attention and is currently ranked No.1 in Google search.

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Publications

  1. CIKM
    Detecting Social Bot on the Fly using Contrastive Learning
    Ming Zhou, Dan Zhang, Yuandong Wang, Yangli-Ao Geng, and Jie Tang* (*Corresponding authors)
    Proceedings of the 32nd ACM International Conference on Information and Knowledge Management (CIKM), 2023.
    PDF Code BibTex Oral Presentation

  2. ECML-PKDD
    Semi-Supervised Social Bot Detection with Initial Residual Relation Attention Networks
    Ming Zhou, Wenzheng Feng, Yifan Zhu, Dan Zhang, Yuxiao Dong, and Jie Tang* (*Corresponding authors)
    Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML-PKDD), 2023.
    PDF Code Project Page BibTex Best Student Paper Award

  3. arXiv
    LGB Language Model and Graph Neural Network-Driven Social Bot Detection
    Ming Zhou, Dan Zhang, Yuandong Wang, Yangli-ao Geng, Yuxiao Dong, and Jie Tang* (*Corresponding authors)
    arXiv preprint arXiv:2406.08762 (2024).
    PDF Code Project Page BibTex

  4. QoS-aware forward error correction cooperating with opportunistic routing in wireless multi-hop networks
    Ming Zhou*, and Chanyuan Jin (*Corresponding authors)
    Wireless Personal Communications 92 (2017) 1407-1422.
    PDF Code Project Page BibTex

  5. Adaptive anti-interference encoding strategy based on IMS
    Ming Zhou*, and Chunyue Zhou (*Corresponding authors)
    Network Security and Communication Engineering Proceedings of the 2014 International Conference on Network Security and Communication Engineering
    PDF Code Project Page BibTex

  6. Research on the Railway Multimedia Dispatching Technology based on IMS
    Chunyue Zhou*, Ming Zhou, Hongting Zhang, and Hongzheng Shan (*Corresponding authors)
    World Conference on Control, Electronics and Electrical Engineering

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