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09/03/2023
UnsMOT: Unified Framework for Unsupervised Multi-Object Tracking with Geometric Topology Guidance
Object detection has long been a topic of high interest in computer visi...
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09/03/2023
Federated Few-shot Learning for Cough Classification with Edge Devices
Automatically classifying cough sounds is one of the most critical tasks...
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04/25/2023
Node Feature Augmentation Vitaminizes Network Alignment
Network alignment (NA) is the task of discovering node correspondences a...
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04/10/2023
Graph Neural Network-Aided Exploratory Learning for Community Detection with Unknown Topology
In social networks, the discovery of community structures has received c...
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08/23/2022
Grad-Align+: Empowering Gradual Network Alignment Using Attribute Augmentation
Network alignment (NA) is the task of discovering node correspondences a...
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08/23/2022
META-CODE: Community Detection via Exploratory Learning in Topologically Unknown Networks
The discovery of community structures in social networks has gained cons...
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01/26/2022
On the Power of Gradual Network Alignment Using Dual-Perception Similarities
Network alignment (NA) is the task of finding the correspondence of node...
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06/05/2021
IM-META: Influence Maximization Using Node Metadata in Networks With Unknown Topology
In real-world applications of influence maximization (IM), the network s...
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04/12/2021
Edgeless-GNN: Unsupervised Inductive Edgeless Network Embedding
We study the problem of embedding edgeless nodes such as users who newly...
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12/18/2020
An Improved Approach for Estimating Social POI Boundaries With Textual Attributes on Social Media
It has been insufficiently explored how to perform density-based cluster...
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07/17/2019
DeepNC: Deep Generative Network Completion
Most network data are collected from only partially observable networks ...
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05/01/2019
Clustering-Based Collaborative Filtering Using an Incentivized/Penalized User Model
Giving or recommending appropriate content based on the quality of exper...
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06/09/2018
DIR-ST^2: Delineation of Imprecise Regions Using Spatio--Temporal--Textual Information
An imprecise region is referred to as a geographical area without a clea...
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12/30/2017
