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08/22/2023
How Expressive are Graph Neural Networks in Recommendation?
Graph Neural Networks (GNNs) have demonstrated superior performance on v...
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08/10/2023
SSLRec: A Self-Supervised Learning Library for Recommendation
Self-supervised learning (SSL) has gained significant interest in recent...
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06/04/2023
Graph Transformer for Recommendation
This paper presents a novel approach to representation learning in recom...
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05/04/2023
Disentangled Contrastive Collaborative Filtering
Recent studies show that graph neural networks (GNNs) are prevalent to m...
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02/16/2023
LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation
Graph neural network (GNN) is a powerful learning approach for graph-bas...
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05/28/2022
Deep Deconfounded Content-based Tag Recommendation for UGC with Causal Intervention
Traditional content-based tag recommender systems directly learn the ass...
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04/20/2022