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Dive into the research topics where Mingfu Xue is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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GNNLicense: An Active Intellectual Property Protection Technique for Graph Neural Networks based on Autoencoder
Xue, M., Hu, L., Zhang, L., Shi, Y. & Chen, L., 2026, (Accepted/In press) In: IEEE Transactions on Circuits and Systems for Video Technology.Research output: Contribution to journal › Article › peer-review
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IsBad: Imperceptible Sample-Specific Backdoor to DNN With Denoising Autoencoder
Wang, X., Xue, M., Chen, K., Xu, J., Liu, W., Zhang, L. Y. & Zhang, Y., 2026, In: IEEE Transactions on Emerging Topics in Computing. 14, 1, p. 30-41 12 p.Research output: Contribution to journal › Article › peer-review
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Tackling Resource-Constrained and Data-Heterogeneity in Federated Learning with Double-Weight Sparse Pack
Yang, Q., Chen, L., Xue, M. & Li, S., 2026, Proceedings of the AAAI Conference on Artificial Intelligence. Koenig, S., Jenkins, C. & Taylor, M. E. (eds.). 32 ed. Association for the Advancement of Artificial Intelligence, p. 27592-27600 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 40, no. 32).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
3D Invisible Cloak: A Robust Person Stealth Attack Against Object Detector in Complex 3D Physical Scenarios
Xue, M., He, C., Zhang, Y., Liu, Z. & Liu, W., 2025, In: IEEE Transactions on Emerging Topics in Computing. 13, 3, p. 799-815 17 p.Research output: Contribution to journal › Article › peer-review
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Adversarial Example Based Fingerprint Embedding for Robust Copyright Protection in Split Learning
Lin, Z., Xue, M., Liu, W. & Chen, L., 2025, In: Proceedings of the IEEE International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom. 2025, p. 1038-1045 8 p.Research output: Contribution to journal › Conference article › peer-review