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07/24/2023
LLM-Rec: Personalized Recommendation via Prompting Large Language Models
We investigate various prompting strategies for enhancing personalized r...
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06/25/2023
GPatcher: A Simple and Adaptive MLP Model for Alleviating Graph Heterophily
While graph heterophily has been extensively studied in recent years, a ...
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05/01/2023
Dynamic Transfer Learning across Graphs
Transferring knowledge across graphs plays a pivotal role in many high-s...
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02/22/2023
Do We Really Need Complicated Model Architectures For Temporal Networks?
Recurrent neural network (RNN) and self-attention mechanism (SAM) are th...
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09/27/2022
Retrieval Based Time Series Forecasting
Time series data appears in a variety of applications such as smart tran...
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09/25/2020