Author

Cheng-Cheng Yan

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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

#machine learning Preprint Jul 2026

Structure-Feature Aligned Graph Learning via Alternating Constrained Optimization

Chengcheng Yan, Qingsong Wang · 0 citations