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Zhenfeng Zhu

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Sep 2026

Information-Bottlenecked Variational Autoencoder for Top-N Recommendation via Gating Mechanism

The generative module in VAEinfox incorporates a Mixture-of-Experts (MoE) paradigm, enhancing representation learning and the decoder's ability to process complex data and extract task-relevant information, improving the model's generative performance while also enhancing its universality and efficiency, particularly w...

Xiao-Bo Guo, Shaoshuai Li, You-Ru Li et al. · 0 citations
Jul 2026

Aligning Condensed Graph via Hashing: A New Insight for Federated Graph Learning.

An efficient hash-based semantic encoding strategy is proposed to model each local client while balancing coordinated resilience and semantic consistency and an elaborate graph condenser is derived based on the above strategy, which condenses original graphs with semantics and structure-preserving property to maintain...

Yeyu Yan, Shuai Zheng, Zhenfeng Zhu et al. · 0 citations

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