| A comparison of LSTM and GRU networks for learning symbolic sequences R Cahuantzi, X Chen, S Güttel Intelligent Computing, 771-785, 2023 | 84 | 2023 |
| Understanding spectral graph neural network X Chen arXiv preprint arXiv:2012.06660, 2020 | 14 | 2020 |
| An efficient aggregation method for the symbolic representation of temporal data X Chen, S Güttel ACM Transactions on Knowledge Discovery from Data 17 (1), 1-22, 2023 | 9 | 2023 |
| Fast and explainable clustering based on sorting X Chen, S Güttel Pattern Recognition, 110298, 2024 | 4 | 2024 |
| Fast and exact fixed-radius nearest neighbor search based on sorting X Chen, S Güttel Peerj Computer Science, 2022 | 3 | 2022 |
| Digital-twin-based online parameter personalization for implantable cardiac defibrillators M Lai, H Yang, J Gu, X Chen, Z Jiang 2022 44th Annual International Conference of the IEEE Engineering in …, 2022 | 3 | 2022 |
| A fast sorting-based aggregation method for symbolic time series representation X Chen, S Güttel 2021 International Conference on Data Mining Workshops (ICDMW), 1009-1016, 2021 | 1 | 2021 |
| fABBA: A Python library for the fast symbolic approximation of time series X Chen, S Güttel Journal of Open Source Software 9 (95), 6294, 2024 | | 2024 |
| Quantized embedding vectors for controllable diffusion language models C Kang, X Chen, Y Hu, D Novak arXiv preprint arXiv:2402.10107, 2024 | | 2024 |
| Joint symbolic aggregate approximation of time series X Chen arXiv preprint arXiv:2401.00109, 2023 | | 2023 |
| Manchester SIAM-IMA student chapter conference 2023 X Chen, X Liu, I Nikolopoulou, Z Zhou, B Vieuble, A Bloor Riley https://www.maths.manchester.ac.uk/~siam/msiscc23/booklet.pdf, 2023 | | 2023 |
| Fast aggregation-based algorithms for knowledge discovery X Chen The University of Manchester (United Kingdom), 2022 | | 2022 |
