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职业迁徙
个人简介
Research
My research lies in the intersection of data mining/machine learning and security. I mainly focus on analyzing the vulnerability of various data mining/machine learning models (e.g., knowledge graphs embedding, recommendation models) and developing defense methods to improve the robustness of these models. I am also passinate about applying the adversarial learning techniques to solve problems in NLP applications.
My research lies in the intersection of data mining/machine learning and security. I mainly focus on analyzing the vulnerability of various data mining/machine learning models (e.g., knowledge graphs embedding, recommendation models) and developing defense methods to improve the robustness of these models. I am also passinate about applying the adversarial learning techniques to solve problems in NLP applications.
研究兴趣
论文共 26 篇作者统计合作学者相似作者
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Lei Huang,Tingyang Xu,Yang Yu, Peilin Zhao, Xingjian Chen, Jing Han,Zhi Xie,Hailong Li,Wenge Zhong,Ka-Chun Wong,Hengtong Zhang
Nature Communicationsno. 1 (2024): 1-16
MATHEMATICSno. 10 (2023): 2314-2314
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IEEE Transactions on Knowledge and Data Engineeringno. 5 (2023): 5047-5059
PROCEEDINGS OF THE 32ND ACM INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT, CIKM 2023pp.3412-3422, (2023)
CIKM '23: Proceedings of the 32nd ACM International Conference on Information and Knowledge Managementpp.3412-3422, (2023)
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CoRR (2023)
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arxiv(2022)
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