陳昶璐 博士

助理教授 碩導

學校郵箱：clchen@cityu.edu.mo

辦公電話：(853)85902372

辦公地址：澳門城市大學(氹仔)何鴻燊樓S504室

學歷

2020 計算機科學博士，悉尼科技大學，澳大利亞

2017 計算機科學碩士，蘭州大學，中國蘭州

2013計算機科學學士，蘭州大學，中國蘭州

現任

澳門城市大學數據科學學院助理教授

研究方向

時空預測，交通預測，時間序列分析，數據挖掘，深度學習等

研究及出版

• Chen, C., Liu, Y., Chen, L., & Zhang, C. (2024). Test-Time Training for Spatial-Temporal Forecasting. In Proceedings of the 2024 SIAM International Conference on Data Mining (SDM) (pp. 463-471). Society for Industrial and Applied Mathematics. (CCF B)
• Chen, C., Liu, Y., Chen, L., & Zhang, C. (2024, August). Multivariate Traffic Demand Prediction via 2D Spectral Learning and Global Spatial Optimization. In Joint European Conference on Machine Learning and Knowledge Discovery in Databases (pp. 72-88). Cham: Springer Nature Switzerland. (CCF B)
• Chen, C., Liu, Y., Chen, L., & Zhang, C. (2022). Bidirectional spatial-temporal adaptive transformer for urban traffic flow forecasting. IEEE Transactions on Neural Networks and Learning Systems, 34(10), 6913-6925. (CCF B IF= 14.25)
• Chen, C., Liu, Y., Chen, L., & Zhang, C. (2023, May). RiskContra: A Contrastive Approach to Forecast Traffic Risks with Multi-Kernel Networks. In Pacific-Asia Conference on Knowledge Discovery and Data Mining (pp. 263-275). Cham: Springer Nature Switzerland. (CCF C)
• Zhan, K., Niu, C., Chen, C., Nie, F., Zhang, C., & Yang, Y. (2018). Graph structure fusion for multiview clustering. IEEE Transactions on Knowledge and Data Engineering, 31(10), 1984-1993. (CCF A)
• Chen, C., Niu, C., Zhan, X., & Zhan, K. (2019). Generative approach to unsupervised deep local learning. Journal of Electronic Imaging, 28(4), 043005-043005.