Detecting Social Bot on the Fly using Contrastive Learning

Author:

Zhou Ming1ORCID,Zhang Dan1ORCID,Wang Yuandong1ORCID,Geng Yangli-Ao1ORCID,Tang Jie1ORCID

Affiliation:

1. Tsinghua University, Beijing, China

Funder

China Postdoctoral Science Foundation

Natural Science Foundation of China

National Key R&D Program of China

Publisher

ACM

Reference50 articles.

1. Sami Abu-El-Haija , Bryan Perozzi , Amol Kapoor , Nazanin Alipourfard , Kristina Lerman , Hrayr Harutyunyan , Greg Ver Steeg , and Aram Galstyan . 2019 . Mixhop: Higher-order graph convolutional architectures via sparsified neighborhood mixing . In international conference on machine learning. PMLR, 21--29 . Sami Abu-El-Haija, Bryan Perozzi, Amol Kapoor, Nazanin Alipourfard, Kristina Lerman, Hrayr Harutyunyan, Greg Ver Steeg, and Aram Galstyan. 2019. Mixhop: Higher-order graph convolutional architectures via sparsified neighborhood mixing. In international conference on machine learning. PMLR, 21--29.

2. Open AI. 2022. ChatGPT: Optimizing Language Models for Dialogue. https://openai.com/blog/chatgpt/ Accessed: 2023-02--25. Open AI. 2022. ChatGPT: Optimizing Language Models for Dialogue. https://openai.com/blog/chatgpt/ Accessed: 2023-02--25.

3. Open AI. 2023. New AI classifier for indicating AI-written text. https://openai.com/blog/new-ai-classifier-for-indicating-ai-written-text/ Accessed: 2023-02--25. Open AI. 2023. New AI classifier for indicating AI-written text. https://openai.com/blog/new-ai-classifier-for-indicating-ai-written-text/ Accessed: 2023-02--25.

4. Detect Me If You Can: Spam Bot Detection Using Inductive Representation Learning

5. Bo Chen , Jing Zhang , Xiaokang Zhang , Yuxiao Dong , Jian Song , Peng Zhang , Kaibo Xu , Evgeny Kharlamov , and Jie Tang . 2022 . GCCAD: Graph Contrastive Learning for Anomaly Detection . IEEE Transactions on Knowledge and Data Engineering ( 2022). Bo Chen, Jing Zhang, Xiaokang Zhang, Yuxiao Dong, Jian Song, Peng Zhang, Kaibo Xu, Evgeny Kharlamov, and Jie Tang. 2022. GCCAD: Graph Contrastive Learning for Anomaly Detection. IEEE Transactions on Knowledge and Data Engineering (2022).

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. CGNN: A Compatibility-Aware Graph Neural Network for Social Media Bot Detection;IEEE Transactions on Computational Social Systems;2024

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