RecSys Research

[Aidenzich]

• GNN-Based
  • GNN Survey
  • lightGCN
  • Multi-behavior Recommendation with Graph ConvolutionalNetworks
  • https://www.youtube.com/watch?v=vdNao78TChc&ab_channel=ACMRecSys
  • DiffNet++
• Sequence-Based
  • Bert4rec
  • AsRep
  • CARCA
  • Bridging recommendation and marketing via recurrent intensity modeling
  • Global-Local Item Embedding for Temporal Set Prediction
• CF-Based
  • BiVAE
• General
  • BARS: Towards Open Benchmarking for Recommender Systems
  • Monolith: Real Time Recommendation System With Collisionless Embedding Table
  • #6
  • Netflix Report

[Aidenzich]

Probably need to do in-depth research from random walk and Markov chain...