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06/06/2023
On Manipulating Signals of User-Item Graph: A Jacobi Polynomial-based Graph Collaborative Filtering
Collaborative filtering (CF) is an important research direction in recom...
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05/24/2023
GPT4Graph: Can Large Language Models Understand Graph Structured Data ? An Empirical Evaluation and Benchmarking
Large language models (LLM) like ChatGPT have become indispensable to ar...
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02/13/2023
Homophily-oriented Heterogeneous Graph Rewiring
With the rapid development of the World Wide Web (WWW), heterogeneous gr...
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06/26/2022
Efficiently Leveraging Multi-level User Intent for Session-based Recommendation via Atten-Mixer Network
Session-based recommendation (SBR) aims to predict the user next action ...
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06/26/2022
Evolutionary Preference Learning via Graph Nested GRU ODE for Session-based Recommendation
Session-based recommendation (SBR) aims to predict the user next action ...
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06/03/2018