PhD supervision
- Zhongliang Guo
- Muhammad Hassan
Selected publications
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A Grey-box attack against latent diffusion model-based image editing by posterior collapse
Guo, Z., Fang, L., Lin, J., Qian, Y., Zhao, S., Wang, Z., Dong, J., Chen, C., Arandjelović, O. & Lau, C. P., 2 Sept 2024, arXiv, 21 p.Research output: Working paper › Preprint
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Open access
A white-box false positive adversarial attack method on contrastive loss based offline handwritten signature verification models
Guo, Z., Li, W., Qian, Y., Arandelovic, O. & Fang, L., 2024, (Accepted/In press).Research output: Contribution to conference › Paper › peer-review
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A White-Box False Positive Adversarial Attack Method on Contrastive Loss Based Offline Handwritten Signature Verification Models
Guo, Z., Li, W., Qian, Y., Arandelovic, O. & Fang, L., 2024, International Conference on Artificial Intelligence and Statistics. Vol. 238. p. 901-909Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Open access
Artwork protection against neural style transfer using locally adaptive adversarial color attack
Guo, Z., Dong, J., Qian, Y., Wang, K., Li, W., Guo, Z., Wang, Y., Li, Y., Arandjelović, O. & Fang, L., 19 Oct 2024, 27th European conference on artificial intelligence, 19–24 October 2024, Santiago de Compostela, Spain: including 13th Conference on prestigious applications of intelligent systems (PAIS 2024). Endriss, U., Melo, F. S., Bach, K., Bugarín-Diz, A., Alonso-Moral, J. M., Barro, S. & Heintz, F. (eds.). Amsterdam: IOS Press, p. 1414 - 1421 (Frontiers in artificial intelligence and applications; vol. 392).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Multi-level AI-driven analysis of software repository similarities
Zhang, H., Zhang, L., Fang, L. & Filgueira, R., 16 Sept 2024, 2024 IEEE 20th International Conference on e-Science (e-Science): September 16-20, 2024 | Osaka, Japan. IEEE, 10 p. 30. (IEEE International Conference on e-Science (e-Science)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Open access
Resisting the edge-type disturbance for link prediction in heterogeneous social networks
Wang, H., Liu, R., Chen, J., Shi, C., Fang, L., Liu, S. & Gong, Z., 1 Feb 2024, In: ACM Transactions on Knowledge Discovery from Data (TKDD). 18, 2, 24 p., 45.Research output: Contribution to journal › Article › peer-review
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Open access
A multi-type transferable method for missing link prediction in heterogeneous social networks
Wang, H., Cui, Z., Liu, R., Fang, L., Chen, J. & Sha, Y., 1 Nov 2023, In: IEEE Transactions on Knowledge and Data Engineering. 35, 11, p. 10981-10991 11 p., 10004751.Research output: Contribution to journal › Article › peer-review
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Open access
Online continual learning for human activity recognition
Schiemer, M., Fang, L., Dobson, S. & Ye, J., 8 Jul 2023, In: Pervasive and Mobile Computing. 93, 20 p., 101817.Research output: Contribution to journal › Article › peer-review
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Open access
Bayesian inference federated learning for heart rate prediction
Fang, L., Liu, X., Su, X., Ye, J., Dobson, S., Hui, P. & Tarkoma, S., 2021, Wireless Mobile Communication and Healthcare: 9th EAI International Conference, MobiHealth 2020, Virtual Event, November 19, 2020, Proceedings. Ye, J., O'Grady, M. J., Civitarese, G. & Yordanova, K. (eds.). Cham: Springer, p. 116-130 15 p. (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering; vol. 362 LNICST).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Identifying and evaluating anomalous structural change-based nodes in generalized dynamic social networks
Wang, H., Qiao, C., Guo, X., Fang, L., Sha, Y. & Gong, Z., 14 Jun 2021, In: ACM Transactions on the Web. 15, 4, 22 p.Research output: Contribution to journal › Article › peer-review