Mingjie Zhao

According to our database, Mingjie Zhao authored at least 12 papers between 2023 and 2026.

Collaborative distances:

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

2026

Trending Applications of Large Language Models: A User Perspective Survey.

Yiqun Zhang, Mingjie Zhao, Yunfan Zhang, Yiu-ming Cheung

IEEE Trans. Artif. Intell., April, 2026

Beyond Statistical Co-occurrence: Unlocking Intrinsic Semantics for Tabular Data Clustering.

Mingjie Zhao, Yunfan Zhang, Yiqun Zhang, Yiu-Ming Cheung

CoRR, April, 2026

Learning Unbiased Cluster Descriptors for Interpretable Imbalanced Concept Drift Detection.

Yiqun Zhang, Zhanpei Huang, Mingjie Zhao, Chuyao Zhang, Yang Lu, Yuzhu Ji, Fangqing Gu, An Zeng

IEEE Trans. Emerg. Top. Comput. Intell., February, 2026

Break the Tie: Learning Cluster-Customized Category Relationships for Categorical Data Clustering.

Mingjie Zhao, Zhanpei Huang, Yang Lu, Mengke Li, Yiqun Zhang, Weifeng Su, Yiu-ming Cheung

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Categorical Data Clustering via Value Order Estimated Distance Metric Learning.

Yiqun Zhang, Mingjie Zhao, Hong Jia, Mengke Li, Yang Lu, Yiu-ming Cheung

Proc. ACM Manag. Data, 2025

SDENK: Unbiased subspace density-k-clustering.

Rong Zou, Yunfan Zhang, Mingjie Zhao, Zexi Tan, Yiqun Zhang, Yiu-Ming Cheung

Neurocomputing, 2025

Learning unified distance metric for heterogeneous attribute data clustering.

Yiqun Zhang, Mingjie Zhao, Yizhou Chen, Yang Lu, Yiu-ming Cheung

Expert Syst. Appl., 2025

Robust Qualitative Data Clustering via Learnable Multi-Metric Space Fusion.

Sen Feng, Mingjie Zhao, Zhanpei Huang, Yuzhu Ji, Yiqun Zhang, Yiu-Ming Cheung

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

Order Is All You Need for Categorical Data Clustering.

Yiqun Zhang, Mingjie Zhao, Hong Jia, Yiu-ming Cheung

CoRR, 2024

Learning Order Forest for Qualitative-Attribute Data Clustering.

Mingjie Zhao, Sen Feng, Yiqun Zhang, Mengke Li, Yang Lu, Yiu-Ming Cheung

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

MGOD: Multi-Granular Outlier Detection with Clustlier Analysis.

Qingsheng Chen, Mingjie Zhao, Yuzhu Ji, Xiaopeng Luo, Yiqun Zhang, Yue Zhang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023

Unsupervised Concept Drift Detection via Imbalanced Cluster Discriminator Learning.

Mingjie Zhao, Yiqun Zhang, Yuzhu Ji, Yang Lu

Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023