🔥Survey on Cold-start Sequential Recommendation❄️

Conventional Sequential Recommendation

• Session-based Recommendations with Recurrent Neural Networks (GRU4Rec) Paper

  Journal/Confrence: ICLR 2016

  Keywords: Recurrent Neural Networks (RNNs)

• Self-Attentive Sequential Recommendation (SASRec) Paper

  Journal/Confrence: ICDM 2018

  Keywords: Self-Attention

Cold-start Sequential Recommendation

• Personalized Prompt for Sequential Recommendation Paper

  Journal/Confrence: IEEE TKDE 2024

  Keywords: Constrative learning; Prompt; Pre-training

• A Preference Learning Decoupling Framework for User Cold-Start Recommendation Paper

  Journal/Confrence: SIGIR 2023

  Keywords: Meta learning; Task Augmention