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Dive into the research topics where Zhiyu Liang is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Revisiting data analysis with Pre-trained foundation models: Pre-trained foundation model-enhanced scalability
Liang, C., Yang, D., Liang, Z., Liang, Z., Zhang, T., Xiao, B., Yang, Y., Wang, W. & Wang, H., Jan 2026, In: VLDB Journal. 35, 1, 10.Research output: Contribution to journal › Article › peer-review
1 Link opens in a new tab Scopus citations -
Shedding Light on Explainable AI: Insights, Challenges, and the Future of Infrastructure Management
Hu, Y., Atta, Z., Rahman, T. U., Qiu, S., Wang, J., Wei, W., Liang, Z. & Zaheer, Q., Mar 2026, In: ISPRS International Journal of Geo-Information. 15, 3, 100.Research output: Contribution to journal › Review article › peer-review
Open Access -
Attention-guided triplet framework for synthetic data generation and semantic segmentation of railway fasteners under data scarcity and disparity
Zaheer, Q., Malik, M., Shah, S. M. A. H., Ai, C., Wang, H., Liang, Z. & Qiu, S., Dec 2025, In: Applied Soft Computing. 184, 113784.Research output: Contribution to journal › Article › peer-review
7 Link opens in a new tab Scopus citations -
FedDict: Towards Practical Federated Dictionary-Based Time Series Classification
Liang, Z., Liang, Z., Wang, H. & Zheng, B., 2025, In: IEEE Transactions on Knowledge and Data Engineering. 37, 4, p. 1785-1803 19 p.Research output: Contribution to journal › Article › peer-review
1 Link opens in a new tab Scopus citations -
KDSelector: A Knowledge-Enhanced and Data-Efficient Model Selector Learning Framework for Time Series Anomaly Detection
Liang, Z., Cai, D., Zhang, C., Liang, Z., Liang, C., Zheng, B., Qiu, S., Wang, J. & Wang, H., 22 Jun 2025, SIGMOD-Companion 2025 - Companion of the 2025 International Conference on Management of Data. Deshpande, A., Aboulnaga, A., Salimi, B., Chandramouli, B., Howe, B., Loo, B. T., Glavic, B., Curino, C., Zhe Wang, D., Suciu, D., Abadi, D., Srivastava, D., Wu, E., Nawab, F., Ilyas, I., Naughton, J., Rogers, J., Patel, J., Arulraj, J., Yang, J., Echihabi, K., Ross, K., Daudjee, K., Lakshmanan, L., Garofalakis, M., Riedewald, M., Mokbel, M., Ouzzani, M., Kennedy, O., Kennedy, O., Papotti, P., Alvaro, P., Bailis, P., Miller, R., Roy, S. B., Melnik, S., Idreos, S., Roy, S., Rekatsinas, T., Leis, V., Zhou, W., Gatterbauer, W. & Ives, Z. (eds.). Association for Computing Machinery , p. 175-178 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review