Article-Journal

Supporting Your Idea Reasonably: A Knowledge-Aware Topic Reasoning Strategy for Citation Recommendation
With the explosive growth of scholarly information, researchers spend much time and effort copiously quoting authoritative works to …
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A general tail item representation enhancement framework for sequential recommendation
Recently advancements in deep learning models have significantly facilitated the development of sequential recommender systems (SRS). …
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Communication-efficient federated learning with stagewise training strategy
The efficiency of communication across workers is a significant factor that affects the performance of federated learning. Though …
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Learning the explainable semantic relations via unified graph topic-disentangled neural networks
Graph Neural Networks (GNNs) such as Graph Convolutional Networks (GCNs) can effectively learn node representations via aggregating …
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