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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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Fairness-Aware Graph Representation Learning with Limited Demographic Information
Wang, Z., Yin, Z., Yang, L., Zhuang, J., Yu, R., Kong, Q. & Zhang, W., 2026, Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Proceedings. Ribeiro, R. P., Jorge, A. M., Soares, C., Gama, J., Pfahringer, B., Japkowicz, N., Larrañaga, P. & Abreu, P. H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 354-371 18 p. (Lecture Notes in Computer Science; vol. 16013 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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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
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Exploring the Vulnerability of the Content Moderation Guardrail in Large Language Models via Intent Manipulation
Zhuang, J., Jin, H., Zhang, Y., Kang, Z., Zhang, W., Dagher, G. G. & Wang, H., 2025, EMNLP 2025 - 2025 Conference on Empirical Methods in Natural Language Processing, Findings of EMNLP 2025. Christodoulopoulos, C., Chakraborty, T., Rose, C. & Peng, V. (eds.). p. 2147-2160 14 p. (EMNLP 2025 - 2025 Conference on Empirical Methods in Natural Language Processing, Findings of EMNLP 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Investigating and mitigating barren plateaus in variational quantum circuits: a survey
Cunningham, J. & Zhuang, J., Feb 2025, In: Quantum Information Processing. 24, 2, 48.Research output: Contribution to journal › Article › peer-review
Open Access10 Scopus citations -
Robust Data-centric Graph Structure Learning for Text Classification
Zhuang, J., 13 May 2024, WWW 2024 Companion - Companion Proceedings of the ACM Web Conference. p. 1486-1495 10 p. (WWW 2024 Companion - Companion Proceedings of the ACM Web Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access3 Scopus citations