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Projects
- 1 Active
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CRII: RI: Improving The Robustness of Neural Networks via Bayesian Inference: from Classical to Quantum Models
Zhuang, J. (PI)
15/06/25 → 31/05/27
Project: Research
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Benchmarking Barren Plateau Mitigation Strategies in Quantum Neural Networks on Standard and Medical Image Datasets
Rahman, M., Liu, R., Majumder, A., Paul, P. C., Mo, K., Begum, A., Sultana, K., Akter, N., Wei, L., Zhang, Y. & Zhuang, J., Jul 2026, In: Journal of Imaging. 12, 7, 23 p., 275.Research output: Contribution to journal › Article › peer-review
Open Access -
Digital Forensics in the Age of Large Language Models
Yin, Z., Wang, Z., Xu, W., Zhuang, J., Mozumder, P., Smith, A. & Zhang, W., 2026, Signals and Communication Technology. Springer Science and Business Media Deutschland GmbH, p. 55-82 28 p. (Signals and Communication Technology; vol. Part F1934).Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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Fair Graph Learning with Limited Sensitive Attribute Information
Wang, Z., Yang, J., Zhuang, J., Jiang, P., Chen, M., Hu, Y. & Zhang, W., 2026, Proceedings of the AAAI Conference on Artificial Intelligence. Koenig, S., Jenkins, C. & Taylor, M. E. (eds.). 46 ed. Association for the Advancement of Artificial Intelligence, p. 39423-39431 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 40, no. 46).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access1 Scopus citations -
Now You Hear Me: Audio Narrative Attacks Against Large Audio–Language Models
Yu, Y., Jin, H., Yu, Y., Zhuang, J. & Wang, H., 2026, Long Papers. Demberg, V., Inui, K. & Marquez Villodre, L. (eds.). p. 5925-5939 15 p. (EACL 2026 - 19th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference, Vol. 1 - (Long Papers); vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
NQNN: Noise-Aware Quantum Neural Networks for Medical Image Classification
Rahman, M. & Zhuang, J., 2026, Medical Image Computing and Computer Assisted Intervention, MICCAI 2025 - 28th International Conference, 2025, Proceedings. Gee, J. C., Hong, J., Sudre, C. H., Golland, P., Park, J., Alexander, D. C., Iglesias, J. E., Venkataraman, A. & Kim, J. H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 433-442 10 p. (Lecture Notes in Computer Science; vol. 15972 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
4 Scopus citations