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04/06/2023
Quantifying and Defending against Privacy Threats on Federated Knowledge Graph Embedding
Knowledge Graph Embedding (KGE) is a fundamental technique that extracts...
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05/11/2022
Volumetric-mapping-based inverse design of 3D architected materials and mobility control by topology reconstruction
The recent development of modular origami structures has ushered in a ne...
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12/31/2021
On Distinctive Properties of Universal Perturbations
We identify properties of universal adversarial perturbations (UAPs) tha...
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07/03/2021
SHORING: Design Provable Conditional High-Order Interaction Network via Symbolic Testing
Deep learning provides a promising way to extract effective representati...
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06/17/2020
Noise or Signal: The Role of Image Backgrounds in Object Recognition
We assess the tendency of state-of-the-art object recognition models to ...
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08/22/2018