Minbo Ma

According to our database, Minbo Ma authored at least 23 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Causally-Aware Unsupervised Feature Selection Learning.

Zongxin Shen, Yanyong Huang, Dongjie Wang, Minbo Ma, Fengmao Lv, Tianrui Li

IEEE Trans. Image Process., 2026

Cross-modal feature fusion and distillation for enhanced quantification accuracy in laser-induced breakdown spectroscopy and near-infrared spectroscopy.

Weiran Song, Zongyu Hou, Weilun Gu, Minbo Ma, Chenwei Zhang, Jianchao Song, Fei Rao, Hui Wang, Zhe Wang

Eng. Appl. Artif. Intell., 2026

2025

Modeling Temporal Dependencies Within the Target for Long-Term Time Series Forecasting.

Qi Xiong, Kai Tang, Minbo Ma, Ji Zhang, Jie Xu, Tianrui Li

IEEE Trans. Knowl. Data Eng., December, 2025

TRUST-FS: Tensorized Reliable Unsupervised Multi-View Feature Selection for Incomplete Data.

Minghui Lu, Yanyong Huang, Minbo Ma, Dongjie Wang, Xiuwen Yi, Tianrui Li

CoRR, September, 2025

CoIFNet: A Unified Framework for Multivariate Time Series Forecasting with Missing Values.

Kai Tang, Ji Zhang, Hua Meng, Minbo Ma, Qi Xiong, Fengmao Lv, Jie Xu, Tianrui Li

CoRR, June, 2025

Beyond Fixed Variables: Expanding-variate Time Series Forecasting via Flat Scheme and Spatio-temporal Focal Learning.

Minbo Ma, Kai Tang, Huan Li, Fei Teng, Dalin Zhang, Tianrui Li

CoRR, February, 2025

Deep Spatio-temporal Graph Models for Multifaceted Time Series Forecasting.

Minbo Ma

PhD thesis, 2025

Multi-Level Transfer Learning for irregular clinical time series prediction.

Xingwang Li, Fei Teng, Minbo Ma, Zhen Qin, Jinhong Guo, Ji Xu, Tianrui Li

Knowl. Based Syst., 2025

Beyond Fixed Variables: Expanding-variate Time Series Forecasting via Flat Scheme and Spatio-temporal Focal Learning.

Minbo Ma, Kai Tang, Huan Li, Fei Teng, Dalin Zhang, Tianrui Li

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

Non-collective Calibrating Strategy for Time Series Forecasting.

Bin Wang, Yongqi Han, Minbo Ma, Tianrui Li, Junbo Zhang, Feng Hong, Yanwei Yu

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

2024

Cross-modal incongruity aligning and collaborating for multi-modal sarcasm detection.

Jie Wang, Yan Yang, Yongquan Jiang, Minbo Ma, Zhuyang Xie, Tianrui Li

Inf. Fusion, March, 2024

DeepWind: a heterogeneous spatio-temporal model for wind forecasting.

Bin Wang, Junrui Shi, Binyu Tan, Minbo Ma, Feng Hong, Yanwei Yu, Tianrui Li

Knowl. Based Syst., 2024

Causally-Aware Unsupervised Feature Selection Learning.

Zongxin Shen, Yanyong Huang, Minbo Ma, Tianrui Li

CoRR, 2024

UMOD: A Novel and Effective Urban Metro Origin-Destination Flow Prediction Method.

Peng Xie, Minbo Ma, Bin Wang, Junbo Zhang, Tianrui Li

CoRR, 2024

TDT Loss Takes It All: Integrating Temporal Dependencies among Targets into Non-Autoregressive Time Series Forecasting.

Qi Xiong, Kai Tang, Minbo Ma, Jie Xu, Tianrui Li

CoRR, 2024

Learning Time-Aware Graph Structures for Spatially Correlated Time Series Forecasting.

Minbo Ma, Jilin Hu, Christian S. Jensen, Fei Teng, Peng Han, Zhiqiang Xu, Tianrui Li

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

2023

HiSTGNN: Hierarchical spatio-temporal graph neural network for weather forecasting.

Minbo Ma, Peng Xie, Fei Teng, Bin Wang, Shenggong Ji, Junbo Zhang, Tianrui Li

Inf. Sci., November, 2023

A multi-view clustering algorithm based on deep semi-NMF.

Dexian Wang, Tianrui Li, Wei Huang, Zhipeng Luo, Ping Deng, Pengfei Zhang, Minbo Ma

Inf. Fusion, November, 2023

Spatio-Temporal Dynamic Graph Relation Learning for Urban Metro Flow Prediction.

Peng Xie, Minbo Ma, Tianrui Li, Shenggong Ji, Shengdong Du, Zeng Yu, Junbo Zhang

IEEE Trans. Knowl. Data Eng., October, 2023

Long sequence time-series forecasting with deep learning: A survey.

Zonglei Chen, Minbo Ma, Tianrui Li, Hongjun Wang, Chongshou Li

Inf. Fusion, September, 2023

DBAFormer: A Double-Branch Attention Transformer for Long-Term Time Series Forecasting.

Ji Huang, Minbo Ma, Yongsheng Dai, Jie Hu, Shengdong Du

Hum. Centric Intell. Syst., September, 2023

2019

A Text Annotation Tool with Pre-annotation Based on Deep Learning.

Fei Teng, Minbo Ma, Zheng Ma, Lufei Huang, Ming Xiao, Xuan Li

Proceedings of the Knowledge Science, Engineering and Management, 2019

A Sentence-RCNN embedding model for Knowledge Graph Completion.

Minbo Ma, Fei Teng, Wen Zhong, Zheng Ma

Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2019