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Dive into the research topics where Yue Ning 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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AGFormer: Adaptive Spatiotemporal graph informed transformer for multi-reservoir inflow forecasting
Fan, M., Hu, P., Han, X., Zhang, W., Kang, H., Ning, Y. & Lu, D., Apr 2026, In: Environmental Modelling and Software. 199, 106938.Research output: Contribution to journal › Article › peer-review
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DeCaf: A Causal Decoupling Framework for OOD Generalization on Node Classification
Han, X., Rangwala, H. & Ning, Y., 2025, In: Proceedings of Machine Learning Research. 258, p. 2332-2340 9 p.Research output: Contribution to journal › Conference article › peer-review
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No Black Boxes: Interpretable and Interactable Predictive Healthcare with Knowledge-Enhanced Agentic Causal Discovery
Han, X., Hu, P., Lu, C., Ding, J. E., Liu, F. & Ning, Y., 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. 23415-23427 13 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
1 Scopus citations -
Task as Context Prompting for Accurate Medical Symptom Coding Using Large Language Models
He, C., Zhang, W., Chen, V. X., Ning, Y. & Wang, P., 2025, Proceedings - 2025 IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies, CHASE 2025. p. 176-186 11 p. (Proceedings - 2025 IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies, CHASE 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Advances in Human Event Modeling: From Graph Neural Networks to Language Models
Deng, S., De Rijke, M. & Ning, Y., 24 Aug 2024, KDD 2024 - Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. p. 6459-6469 11 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access8 Scopus citations