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 11 Sustainable Cities and Communities
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Dive into the research topics where Xuxiang Ta 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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Asymdapter: Asymmetric adapter architecture for efficient fine-tuning of segment-based trajectory representation models
Liao, T., Ta, X., Han, L., Xu, Y., Sun, L. & Lv, W., 12 May 2026, In: Knowledge-Based Systems. 340, 115742.Research output: Contribution to journal › Article › peer-review
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SimPRL: A Simple Contrastive Learning for Path Representation Learning by Joint GPS Trajectories and Road Paths
Liao, T., Ta, X., Xu, Y., Han, L., Sun, L. & Lv, W., 2026, In: IEEE Transactions on Intelligent Transportation Systems. 27, 1, p. 400-413 14 p.Research output: Contribution to journal › Article › peer-review
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Macro-micro Feature Aware Transformer for Dissolved Oxygen Prediction
Fu, B., Wei, X., Li, M., Ta, X., Niu, R. & Tian, Z., 2025, Advanced Intelligent Computing Technology and Applications - 21st International Conference, ICIC 2025, Proceedings. Huang, D.-S., Pan, Y., Chen, W. & Li, B. (eds.). Springer Science and Business Media Deutschland GmbH, p. 206-217 12 p. (Lecture Notes in Computer Science; vol. 15848 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Multi-scale Spatio-temporal Attention Network for Traffic Flow Prediction
Li, M., Li, J., Ta, X., Bai, Y. & Hao, X., 2024, Advanced Intelligent Computing Technology and Applications - 20th International Conference, ICIC 2024, Proceedings. Huang, D.-S., Pan, Y. & Zhang, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 294-305 12 p. (Lecture Notes in Computer Science; vol. 14876 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Trasnet: A lightweighting Spatio-temporal Attention Network for Traffic Flow Prediction
Li, M., Ta, X. & Chen, C., 2024, 2024 International Joint Conference on Neural Networks, IJCNN 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review