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Clustering with Pretrained Models

PM4Cluster 2026: Clustering in the Age of Pretrained Models

In conjunction with
IEEE International Conference on Data Mining (ICDM) 2026
November 12-15, 2026
Northeastern University (NEU)
Shenyang, China

Data Mining Machine Learning

Explores clustering using pretrained and foundation models, which has quietly changed how the task is approached. Rather than learning a representation from scratch, embeddings from a large pretrained model are clustered directly. Topics include when those embeddings are suitable, the biases they inherit from pretraining, adapting them to a target domain, and evaluation without labels.

  For more information, visit the workshop website

More workshops at IEEE International Conference on Data Mining (ICDM) 2026