Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 8 Decent Work and Economic Growth -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 11 Sustainable Cities and Communities -
SDG 12 Responsible Consumption and Production -
SDG 13 Climate Action -
SDG 14 Life Below Water
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Collaborations and top research areas from the last five years
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LightTR+: A Lightweight Incremental Framework for Federated Trajectory Recovery
Miao, H., Liu, Z., Zhao, Y., Liu, C., Guo, C., Yang, B., Zheng, K., Li, H. & Jensen, C. S., 2026, In: IEEE Transactions on Knowledge and Data Engineering. 38, 2, p. 1174-1188 15 p.Research output: Contribution to journal › Article › peer-review
1 Link opens in a new tab Scopus citations -
Rethinking Irregular Time Series Forecasting: A Simple Yet Effective Baseline
Liu, X., Qiu, X., Wu, X., Li, Z., Guo, C., Hu, J. & Yang, B., 2026, In: Proceedings of the AAAI Conference on Artificial Intelligence. 40, 28, p. 23873-23881 9 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Towards Non-Stationary Time Series Forecasting with Temporal Stabilization and Frequency Differencing
Lu, J., Chen, P., Guo, C., Shu, Y., Wang, M. & Yang, B., 2026, Proceedings of the AAAI Conference on Artificial Intelligence. Koenig, S., Jenkins, C. & Taylor, M. E. (eds.). 29 ed. Association for the Advancement of Artificial Intelligence, p. 24070-24078 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 40, no. 29).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access2 Link opens in a new tab Scopus citations -
Waterlogformer: A Multimodal Model for Waterlogging Prediction
Chen, Y., Xu, R., Shu, E., Guo, C. & Yang, B., 21 Feb 2026, WSDM 2026 - Proceedings of the 19th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 1110-1114 5 p. (WSDM 2026 - Proceedings of the 19th ACM International Conference on Web Search and Data Mining).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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AID-SQL: Adaptive In-Context Learning of Text-to-SQL with Difficulty-Aware Instruction and Retrieval-Augmented Generation
Li, X., Cai, Q., Shu, Y., Guo, C. & Yang, B., 2025, Proceedings - 2025 IEEE 41st International Conference on Data Engineering, ICDE 2025. IEEE Computer Society, p. 3945-3957 13 p. (Proceedings - International Conference on Data Engineering).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Link opens in a new tab Scopus citations