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19992026
most citedA Comprehensive Survey on Graph Neural Networks

10.1k citations

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85 papers · 1 filter

cs.LG2024★ 120 cited

Semi-supervised Credit Card Fraud Detection via Attribute-Driven Graph Representation

Sheng Xiang, Mingzhi Zhu, Dawei Cheng +5

Credit card fraud incurs a considerable cost for both cardholders and issuing banks. Contemporary methods apply machine learning-based classifiers to detect fraudulent behavior fro…

cs.RO2024★ 2 cited

Robots in the Wild: Contextually-Adaptive Human-Robot Interactions in Urban Public Environments

Xinyan Yu, Yiyuan Wang, Tram Thi Minh Tran +9

The increasing transition of human-robot interaction (HRI) context from controlled settings to dynamic, real-world public environments calls for enhanced adaptability in robotic sy…

quant-ph2024★ 2 cited

Generation of Tunable Three-Photon Entanglement in Cubic Nonlinear Coupled Waveguides

Miguel Bacaoco, Max Galettis, James Huang +2

We theoretically investigate the generation of three-photon states with spatial entanglement in cubic nonlinear coupled waveguides using third-order spontaneous parametric down-con…

cs.PL2024★ 1 cited

A Practical Quantum Hoare Logic with Classical Variables, I

Mingsheng Ying

In this paper, we present a Hoare-style logic for reasoning about quantum programs with classical variables. Our approach offers several improvements over previous work: (1) Enhanc…

quant-ph2024★ 1 cited

Short-time simulation of quantum dynamics by Pauli measurements

Paul K. Faehrmann, Jens Eisert, Maria Kieferova +1

Simulating the dynamics of complex quantum systems is a central application of quantum devices. Here, we propose leveraging the power of measurements to simulate short-time quantum…

quant-ph2024★ 3 cited

Hamiltonian characterisation of multi-time processes with classical memory

Kaumudibikash Goswami, Abhinash Kumar Roy, Varun Srivastava +4

A central problem in open quantum systems is the characterization of non-Markovian processes, where an environment retains the memory of its interaction with the system. A key dist…