Zexi Tan

According to our database, Zexi Tan authored at least 11 papers between 2019 and 2026.

Collaborative distances:

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

2026

TFEC: Multivariate Time-Series Clustering via Temporal-Frequency Enhanced Contrastive Learning.

Zexi Tan, Tao Xie, Haoyi Xiao, Baoyao Yang, Yuzhu Ji, An Zeng, Xiang Zhang, Yiqun Zhang

CoRR, January, 2026

HMVI: Unifying Heterogeneous Attributes with Natural Neighbors for Missing Value Inference.

Xiaopeng Luo, Zexi Tan, Zhuowei Wang

CoRR, January, 2026

Hierarchical Reference Sets for Robust Unsupervised Detection of Scattered and Clustered Outliers.

Yiqun Zhang, Zexi Tan, Xiaopeng Luo, Yunlin Liu

IEEE Internet Things J., 2026

Mask the Redundancy: Evolving Masking Representation Learning for Multivariate Time-Series Clustering.

Zexi Tan, Xiaopeng Luo, Yunlin Liu, Yiqun Zhang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Efficient streaming data clustering guided by self-refined organizing map.

Mei Yin, Zexi Tan, Yunfan Zhang, Yiqun Zhang, Yang Lu

Int. J. Wavelets Multiresolution Inf. Process., November, 2025

Learning Self-Growth Maps for Fast and Accurate Imbalanced Streaming Data Clustering.

Yiqun Zhang, Sen Feng, Pengkai Wang, Zexi Tan, Xiaopeng Luo, Yuzhu Ji, Rong Zou, Yiu-Ming Cheung

IEEE Trans. Neural Networks Learn. Syst., September, 2025

SDENK: Unbiased subspace density-k-clustering.

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

Neurocomputing, 2025

Towards Clustering of Incomplete Mixed-Attribute Data.

Chuyao Zhang, Xinxi Chen, Zexi Tan, Fangqing Gu, Yuzhu Ji, Yiqun Zhang

Expert Syst. J. Knowl. Eng., 2025

MEET-Sepsis: Multi-Endogenous-View Enhanced Time-Series Representation Learning for Early Sepsis Prediction.

Zexi Tan, Tao Xie, Binbin Sun, Xiang Zhang, Yiqun Zhang, Yiu-Ming Cheung

Proceedings of the PRICAI 2025: Trends in Artificial Intelligence, 2025

DE3S: Dual-Enhanced Soft-Sparse Shape Learning for Medical Early Time Series Classification.

Tao Xie, Zexi Tan, Haoyi Xiao, Binbin Sun, Yiqun Zhang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

2019

BrainEXP: a database featuring with spatiotemporal expression variations and co-expression organizations in human brains.

Chuan Jiao, Pengpeng Yan, Cuihua Xia, Zhaoming Shen, Zexi Tan, Yanyan Tan, Kangli Wang, Yi Jiang, Lingling Huang, Rujia Dai, Yu Wei, Yan Xia, Qingtuan Meng, Yanmei Ouyang, Liu Yi, Fangyuan Duan, Jiacheng Dai, Shunan Zhao, Chunyu Liu, Chao Chen

Bioinform., 2019