Route Planning on Large Scale Dynamic Networks

Graph, Index, Road Network, Route Planning, Shortest Path, Transportation

SecurityNet: Assessing Machine Learning Vulnerabilities on Public Models

Dataset, model

Semi-Leak: Membership Inference Attacks Against Semi-supervised Learning

Membership Inference Attack, Semi-supervised Learning

Semi-Supervised Hierarchical Graph Classification

graph mutual information, graph representation, Hierarchical graph, Semi-supervised Learning

Small Defect Inspection for Product Quality Control

Anomaly Detection, Computer Vision, Quality Control, Unsupervised Learning

Smooth Nested Simulation: Bridging Cubic and Square Root Convergence Rates in High Dimensions

convergence rate, kernel ridge regression, nested simulation, smoothness

Sobolev Calibration of Imperfect Computer Models

Computer experiments, Gaussian process, semiparametric efficiency, uncertainty quantification

Spatiotemporal Data Management and Smart Application

Spica: A Decentralized File Sharing System

SSLGuard: A Watermarking Scheme for Self-supervised Learning Pre-trained Encoders

Self-supervised Learning, Watermark