Shuangqing Wei

most citedInitial Exploration of Zero-Shot Privacy Utility Tradeoffs in Tabular Data Using GPT-4

2 citations · 2 across the 5 of their papers we have counts for

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stat.ML2026

Mutual Information Collapse Explains Disentanglement Failure in $β$ -VAEs

Minh Vu, Xiaoliang Wan, Shuangqing Wei

The $β$ -VAE is a foundational framework for unsupervised disentanglement, using $β$ to regulate the trade-off between latent factorization and reconstruction fidelity. Empirically,…

Mutual Information Collapse Explains Disentanglement Failure in β-VAEs

Mutual Information Collapse Explains Disentanglement Failure in $β$ -VAEs