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Xinyan Wang

3 accepted papers

2026

ReLUPruner: Rethinking ReLU Importance with Taylor Expansion for Efficient Private Inference

AAAI 2026technical

With the growing adoption of Machine-Learning-As-A-Service (MLaaS), Private Inference (PI) has emerged as a promising solution to address its security concerns through cryptographic techniques. However, nonlinear operations in neural networks account for most of the computational and communication o

Cited by 0SourcePDFScholar
2026

Semantic Alignment of Malicious Question Based on Contrastive Semantic Networks and Data Augmentation (Abstract Reprint)

AAAI 2026technical

The identification and filtration of malicious texts in social media environments represent a significant technical challenge aimed at protecting users from online violence and disinformation. This complexity stems from the diversity and innovativeness of social media texts, which include unique exp

Cited by 0SourcePDFScholar
2023

FFF: Fragment-Guided Flexible Fitting for Building Complete Protein Structures

CVPR 2023poster

Cryo-electron microscopy (cryo-EM) is a technique for reconstructing the 3-dimensional (3D) structure of biomolecules (especially large protein complexes and molecular assemblies). As the resolution increases to the near-atomic scale, building protein structures de novo from cryo-EM maps becomes pos…

Cited by 5SourcePDFScholar