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09/15/2023
FedDCSR: Federated Cross-domain Sequential Recommendation via Disentangled Representation Learning
Cross-domain Sequential Recommendation (CSR) which leverages user sequen...
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07/11/2023
Unbiased Scene Graph Generation via Two-stage Causal Modeling
Despite the impressive performance of recent unbiased Scene Graph Genera...
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07/07/2023
Unpaired Multi-View Graph Clustering with Cross-View Structure Matching
Multi-view clustering (MVC), which effectively fuses information from mu...
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06/12/2023
LIVABLE: Exploring Long-Tailed Classification of Software Vulnerability Types
Prior studies generally focus on software vulnerability detection and ha...
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04/28/2023
Deep Intellectual Property: A Survey
With the widespread application in industrial manufacturing and commerci...
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04/04/2023
RARE: Robust Masked Graph Autoencoder
Masked graph autoencoder (MGAE) has emerged as a promising self-supervis...
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02/09/2023
Vulnerability Detection with Graph Simplification and Enhanced Graph Representation Learning
Prior studies have demonstrated the effectiveness of Deep Learning (DL) ...
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09/28/2022
Knowledge-aware Neural Networks with Personalized Feature Referencing for Cold-start Recommendation
Incorporating knowledge graphs (KGs) as side information in recommendati...
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04/12/2022
On the Equity of Nuclear Norm Maximization in Unsupervised Domain Adaptation
Nuclear norm maximization has shown the power to enhance the transferabi...
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10/19/2021
CGNN: Traffic Classification with Graph Neural Network
Traffic classification associates packet streams with known application ...
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08/16/2021
Pixel Difference Networks for Efficient Edge Detection
Recently, deep Convolutional Neural Networks (CNNs) can achieve human-le...
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08/05/2021
Video Abnormal Event Detection by Learning to Complete Visual Cloze Tests
Video abnormal event detection (VAD) is a vital semi-supervised task tha...
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10/11/2019
General Proximal Incremental Aggregated Gradient Algorithms: Better and Novel Results under General Scheme
The incremental aggregated gradient algorithm is popular in network opti...
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09/23/2019