Author

Shu-Bing Yang

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Preprint Sep 2026

PixCrypt: Fast Fine-Grained FHE with Range-Aware Caching

Many analytics tasks require secure computation over encrypted data. In particular, fine-grained data such as pixel-level images require higher precision, as every pixel can directly affect outcomes in tasks like tumor segmentation and anomaly detection. While Multi-Party Computation (MPC) is interactive, Differential...

Chao Wang, Shu-Bing Yang, Xiao-Yan Sun et al. · 0 citations

Preprint Aug 2026

AdaWidth: Query-Adaptive Embedding Width for Dense Retrieval

High-dimensional embeddings are central to dense retrieval, but not all of these dimensions need to be evaluated at retrieval time. Existing methods reduce dimensions in two ways: truncating the same leading dimensions for every query, or masking a different subset for each query while still storing and accessing the f...

Shu-Bing Yang, Dongfang Zhao · 0 citations