Publications

2025

• [SIGKDD] Minbo Ma, Kai Tang, Huan Li, Fei Teng, Dalin Zhang, Tianrui Li. Beyond Fixed Variables: Expanding-variate Time Series Forecasting via Flat Scheme and Spatio-temporal Focal Learning. ACM SIGKDD Conference on Knowledge Discovery and Data Mining. (CCF-A)
• [IJCAI] Bin Wang, Yongqi Han, Minbo Ma, Tianrui Li, Junbo Zhang, Feng Hong, Yanwei Yu. Non-collective Calibrating Strategy for Time Series Forecasting. International Joint Conference on Artificial Intelligence. (CCF-A)

2024

• [KBS] Bin Wang, Junrui Shi, Binyu Tan, Minbo Ma, Feng Hong, Yanwei Yu, Tianrui Li. DeepWind: A heterogeneous spatio-temporal model for wind forecasting. Knowledge-Based Systems. (IF: 8.8)
• [ICDE] Minbo Ma, Jilin Hu, Christian S. Jensen, Fei Teng, Peng Han, Zhiqiang Xu, Tianrui Li. Learning Time-aware Graph Structures for Spatially Correlated Time Series Forecasting. Proceedings of 40th IEEE International Conference on Data Engineering (ICDE). (CCF-A)
• [Ins. Fusion] Jie Wang, Yan Yang, Yongquan Jiang, Minbo Ma, Zhuyang Xie, Tianrui Li. Cross-modal incongruity aligning and collaborating for multi-modal sarcasm detection. Information Fusion. (IF: 18.6)

2023

• [Ins. Sciences] Minbo Ma, Peng Xie, Fei Teng, Tianrui Li, Bin Wang, Shenggong Ji, Junbo Zhang. HiSTGNN: Hierarchical Spatio-temporal Graph Neural Networks for Weather Forecasting. Information Sciences. (IF: 8.1).
• [TKDE] Peng Xie, Minbo Ma, Shenggong Ji, Shengdong Du, Zeng Yu, Tianrui Li, Junbo Zhang. Spatio-Temporal Dynamic Graph Relation Learning for Urban Metro Flow Prediction. IEEE Transactions on Knowledge and Data Engineering (TKDE). 2023. (CCF A)
• [Ins. Fusion] Zonglei Chen, Minbo Ma, Chongshou Li, Tianrui Li, Hongjun Wang. Long Sequence Time-Series Forecasting with Deep Learning: A Survey. Information Fusion. (IF: 18.6, ESI Highly Cited and Hot paper)
• [Ins. Fusion] Dexian Wang, Tianrui Li, Wei Huang, Zhipeng Luo, Ping Deng, Pengfei Zhang, Minbo Ma. A Multi-view Clustering Algorithm based on Deep Semi-NMF. Information Fusion. (IF: 18.6)

Before 2023

• [KSEM] Fei Teng, Minbo Ma, Zheng Ma, Lufei Huang, Ming Xiao, Xuan Li. A Text Annotation Tool with Preannotation Based on Deep Learning. The 12th International Conference on Knowledge Science Engineering Management (KSEM). 2019. (CCF-C, CORE-B)
• [ISKE] Minbo Ma, Fei Teng, Wen Zhong, Zheng Ma. A sentence-RCNN embedding Model for Knowledge Graph Completion. IEEE 14th International Conference on Intelligent Systems and Knowledge Engineering, (ISKE). 2019. (EI)