LehengTHU / LLM4Rec-Classified-Papers

Related projects: ⓘ

• ljy0ustc / LLaRA
  ☆83Updated 2 months ago
• SAI990323 / BIGRec
  ☆42Updated 2 weeks ago
• zyang1580 / CoLLM
  The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".
  ☆60Updated 3 weeks ago
• westlake-repl / NineRec
  Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System
  ☆65Updated 5 months ago
• RUCAIBox / VQ-Rec
  [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".
  ☆60Updated last year
• Lyz103 / Recommendation-paper-daily
  🎓Automatically Update Recommendation Papers Daily using Github Actions (Update Every 12th hours)
  ☆10Updated this week
• RUCAIBox / LC-Rec
  [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."
  ☆58Updated last week
• rutgerswiselab / GenRec
  Large Language Model for Generative Recommendation
  ☆57Updated 6 months ago
• YangZhengyi98 / RecInterpreter
  ☆22Updated 10 months ago
• Jyonn / ONCE
  (WSDM 2024) Official implementation of the paper "ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Lan…
  ☆66Updated 5 months ago
• westlake-repl / MicroLens
  A Large Short-video Recommendation Dataset with Raw Text/Audio/Image/Videos (Talk Invited by DeepMind).
  ☆124Updated 3 months ago
• YangZhengyi98 / DreamRec
  ☆91Updated 10 months ago
• westlake-repl / PixelRec
  A Large-scale Multimodal Dataset for recommender System
  ☆93Updated last month
• YangZhengyi98 / DROS
  ☆25Updated 9 months ago
• yaochenzhu / LLM4Rec
  (WWW'24) The first RS that tightly combines LLM with ID-based RS.
  ☆99Updated last month
• SAI990323 / TALLRec
  ☆194Updated 7 months ago
• resistzzz / Prompt4NR
  Source code for SIGIR 2023 paper: Prompt Learning for News Recommendation
  ☆77Updated 2 months ago
• jeykigung / VIP5
  ☆38Updated 11 months ago
• enoche / BM3
  Pytorch implementation for "Bootstrap Latent Representations for Multi-modal Recommendation"-WWW'23
  ☆49Updated last year
• HKUDS / MMSSL
  [WWW'2023] "MMSSL: Multi-Modal Self-Supervised Learning for Recommendation"
  ☆164Updated 3 months ago
• williamliujl / LLMRec
  ☆48Updated last year
• YunjiaXi / Open-World-Knowledge-Augmented-Recommendation
  Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"
  ☆52Updated 5 months ago
• AaronHeee / RecFormer
  Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.
  ☆80Updated 4 months ago
• CRIPAC-DIG / LATTICE
  [ACMMM 2021] PyTorch implementation for "Mining Latent Structures for Multimedia Recommendation"
  ☆37Updated 4 months ago
• westlake-repl / IDvs.MoRec
  End-to-end Training for Multimodal Recommendation Systems
  ☆119Updated last month
• THUwangcy / DirectAU
  KDD'2022: Towards Representation Alignment and Uniformity in Collaborative Filtering
  ☆65Updated last year
• wwliu555 / rs-llm-paper-list
  Recommender systems with large language models (Paper list)
  ☆57Updated 9 months ago
• chengkai-liu / Mamba4Rec
  [RelKD'24] Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models
  ☆75Updated 3 weeks ago
• REASONER2023 / reasoner2023.github.io
  ☆59Updated 10 months ago
• HestiaSky / E4SRec
  ☆37Updated 7 months ago