Author

Daidai Zhu

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Conference Open access Sep 2026

Mixture of Clustering Experts with Dual Consistency for Multi-View Clustering

Multi-view clustering aims to discover shared semantic structures from multiple complementary data views to improve clustering performance. However, most existing methods rely on a single clustering representation for each semantic cluster, which limits the ability to model complex cluster structures and diverse patter...

Dai-Dai Zhu, Yang Zhao, Dandan Ma et al. · Proceedings of the Thirty-Fi... · 0 citations

Preprint Jul 2026

Decoupled Structure-Feature Alignment via Alternating Optimization for Graph Learning

This work presents a constrained two-view learning framework for robust graph learning, which aligns structure-aware GNN embeddings with a structure-free feature prior and designs a channel-split adaptive gated layer within DSAL to effectively integrate this prior.

Cheng-Cheng Yan, Fei-Fei Zhao, Dai-Dai Zhu et al. · 0 citations