Projects per year
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Collaborations from the last five years
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Explainable AI for Complex Microbial Community Interactions and Predictions
Nielsen, P. H., Guo, C., Andersen, K. S. & Gomez, M. P.
01/01/2021 → 31/12/2024
Project: Research
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Astra: Analytics of Time series in spatial networks
Yang, B., Guo, C. & Cirstea, R.
01/10/2018 → 30/09/2021
Project: Research
Research output
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Multi-scale Transformers with Adaptive Pathways for Time Series Forecasting
Chen, P., Zhang, Y., Cheng, Y., Shu, Y., Wang, Y., Wen, Q., Yang, B. & Guo, C., 16 Jan 2024, International Conference on Learning Representations. 18 p.Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
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AutoCTS+: Joint Neural Architecture and Hyperparameter Search for Correlated Time Series Forecasting.
Wu, X., Zhang, D., Zhang, M., Guo, C., Yang, B. & Jensen, C. S., 2023, In: Proceedings of the ACM on Management of Data. 1, 1, p. 97:1-97:26Research output: Contribution to journal › Conference article in Journal › Research › peer-review
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CGF: A Category Guidance Based PM2.5 Sequence Forecasting Training Framework
Yu, H., Hu, J., Zhou, X., Guo, C., Yang, B. & Li, Q., 1 Oct 2023, In: IEEE Transactions on Knowledge and Data Engineering. 35, 10, p. 10125-10139 15 p.Research output: Contribution to journal › Journal article › Research › peer-review
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LightPath: Lightweight and Scalable Path Representation Learning
Yang, S. B., Hu, J., Guo, C., Yang, B. & Jensen, C. S., 6 Aug 2023, Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 2999-3010 12 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
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LightTS: Lightweight Time Series Classification with Adaptive Ensemble Distillation
Campos, D., Zhang, M., Yang, B., Kieu, T., Guo, C. & Jensen, C. S., 2023, In: Proceedings of the ACM on Management of Data. 1, 2, p. 171:1-171:27 27 p., 2.Research output: Contribution to journal › Journal article › Research › peer-review
Press/Media
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Fond giver 45 mio. kr. til datadrevet tværfaglig forskning
Mads Græsbøll Christensen, Xiongfei Wang, Chenjuan Guo, Per Halkjær Nielsen & Thomas B. Moeslund
11/11/2021
1 item of Media coverage
Press/Media: Press / Media