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Ming Zhou

Ph.D.
Tsinghua University
zhou-m19@tsinghua.org.cn


About Me: Ming Zhou (周明)

I am currently an assistant researcher at the Institute of Computing Technology (ICT), Chinese Academy of Sciences. I obtained my Ph.D. 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 large language models (LLMs), AI for science, multi-modal data mining, graph representation learning, and social & information networks. I have published in premier venues of LLMs, AI for science, graph neural networks (GNNs), and social networks, including a best student paper in ECML-PKDD 2023. Furthermore, relying on my self-developed algorithms, I developed and launched two systems: (1) AIGC-assisted cheongsam design platform, which has surpassed the state-of-the-art text-to-image foundational model, Midjourney, in cheongsam design generation. The comparative experimental results are shown in the figure below: (2) Social bot detection platform Botdetection, which has received widespread attention and is currently ranked No.1 in Google search.

News

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. TKDE
    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)
    IEEE Transactions on Knowledge and Data Engineering (TKDE), 2025.
    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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