← Search

Xuqian Xue

2 accepted papers

2026

GRPO-based Cluster Decision Agent for Unknown-$\boldsymbol{K}$ Multi-view Clustering

ICML 2026poster

Existing contrastive multi-view clustering methods rely on a pre-defined cluster number, limiting their flexibility in real-world scenarios lacking prior knowledge. To address this, we propose GROK, a novel framework driven by a cluster decision agent for unknown-$K$ multi-view clustering. It pionee…

Cited by 0SourceScholar
2025

PROTOCOL: Partial Optimal Transport-enhanced Contrastive Learning for Imbalanced Multi-view Clustering

ICML 2025poster

While contrastive multi-view clustering has achieved remarkable success, it implicitly assumes balanced class distribution. However, real-world multi-view data primarily exhibits class imbalance distribution. Consequently, existing methods suffer performance degradation due to their inability to pe…

Cited by 0SourcePDFScholar