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08/18/2023
MUSE: Music Recommender System with Shuffle Play Recommendation Enhancement
Recommender systems have become indispensable in music streaming service...
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04/29/2023
Conditional Graph Information Bottleneck for Molecular Relational Learning
Molecular relational learning, whose goal is to learn the interaction be...
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04/17/2023
MELT: Mutual Enhancement of Long-Tailed User and Item for Sequential Recommendation
The long-tailed problem is a long-standing challenge in Sequential Recom...
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03/13/2023
Predicting Density of States via Multi-modal Transformer
The density of states (DOS) is a spectral property of materials, which p...
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01/28/2023
Dynamic Multi-Behavior Sequence Modeling for Next Item Recommendation
Sequential Recommender Systems (SRSs) aim to predict the next item that ...
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12/21/2022
Generating Multiple-Length Summaries via Reinforcement Learning for Unsupervised Sentence Summarization
Sentence summarization shortens given texts while maintaining core conte...
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11/28/2022
Heterogeneous Graph Learning for Multi-modal Medical Data Analysis
Routine clinical visits of a patient produce not only image data, but al...
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09/14/2022
Beyond Learning from Next Item: Sequential Recommendation via Personalized Interest Sustainability
Sequential recommender systems have shown effective suggestions by captu...
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08/21/2022
Relational Self-Supervised Learning on Graphs
Over the past few years, graph representation learning (GRL) has been a ...
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04/04/2022
GraFN: Semi-Supervised Node Classification on Graph with Few Labels via Non-Parametric Distribution Assignment
Despite the success of Graph Neural Networks (GNNs) on various applicati...
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11/24/2021
Out-of-Category Document Identification Using Target-Category Names as Weak Supervision
Identifying outlier documents, whose content is different from the major...
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07/08/2021
Unsupervised Proxy Selection for Session-based Recommender Systems
Session-based Recommender Systems (SRSs) have been actively developed to...
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04/29/2021