Alternatives and similar repositories for LLM-ESR

Users that are interested in LLM-ESR are comparing it to the libraries listed below

• YangZhengyi98 / RecInterpreter
  ☆23Updated last year
• chengkai-liu / Mamba4Rec
  [RelKD'24] Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models
  ☆105Updated 3 months ago
• YangZhengyi98 / DreamRec
  ☆123Updated last year
• LehengTHU / AlphaRec
  [ICLR 2025 Oral 🏆] The implementation of paper "Language Representations Can be What Recommenders Need: Findings and Potentials"
  ☆87Updated 2 months ago
• lileipisces / POD
  CIKM'23, Prompt Distillation for Efficient LLM-based Recommendation
  ☆45Updated 6 months ago
• zyang1580 / CoLLM
  The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".
  ☆108Updated 9 months ago
• HKUDS / DCRec
  [WWW'2023] "DCRec: Debiased Contrastive Learning for Sequential Recommendation"
  ☆59Updated 2 years ago
• YangZhengyi98 / DROS
  ☆36Updated last year
• ljy0ustc / LLaRA
  ☆140Updated last year
• anananan116 / MBGen
  [CIKM '24] Implementation of "Multi-Behavior Generative Recommendation"
  ☆38Updated 11 months ago
• RUCAIBox / TedRec
  The official implementation code of the CIKM 2024 paper "Sequence-level Semantic Representation Fusion for Recommender Systems".
  ☆14Updated 4 months ago
• WangXFng / RDRec
  [ACL 2024] RDRec: Rationale Distillation for LLM-based Recommendation
  ☆34Updated 2 months ago
• WHUIR / DiffuRec
  ☆68Updated last year
• dh-r / LLM-Sequential-Recommendation
  All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…
  ☆102Updated last year
• enoche / BM3
  Pytorch implementation for "Bootstrap Latent Representations for Multi-modal Recommendation"-WWW'23
  ☆60Updated 2 years ago
• RUCAIBox / VQ-Rec
  [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".
  ☆79Updated 2 years ago
• ysh-1998 / LRD
  The official implementation for Sequential Recommendation with Latent Relations based on Large Language Model
  ☆38Updated last year
• liuqidong07 / LLMEmb
  [AAAI'25 Oral] The official implementation code of LLMEmb
  ☆36Updated 4 months ago
• Linxyhaha / DEALRec
  Data-efficient Fine-tuning for LLM-based Recommendation (SIGIR'24)
  ☆38Updated 5 months ago
• HKUDS / PromptMM
  [WWW'2024] "PromptMM: Multi-Modal Knowledge Distillation for Recommendation with Prompt-Tuning"
  ☆49Updated last year
• zc-97 / SSDRec
  ☆11Updated 2 years ago
• SAI990323 / BIGRec
  ☆62Updated 11 months ago
• wwliu555 / rs-llm-paper-list
  Recommender systems with large language models (Paper list)
  ☆62Updated last year
• TangJiakai / ReaRec
  ☆30Updated last month
• Hugo-Chinn / AlphaFuse
  [SIGIR 2025] implementation of AlphaFuse: Learn ID Embeddings for Sequential Recommendation in Null Space of Language Embeddings
  ☆22Updated 3 months ago
• HKUDS / SimRec
  [WWW'23] "SimRec: Graph-less Collaborative Filtering"
  ☆32Updated 2 years ago
• LaVieEnRose365 / ReLLa
  Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".
  ☆51Updated last year
• HestiaSky / E4SRec
  ☆50Updated last year
• agiresearch / IDGenRec
  Towards LLM-RecSys Alignment with Textual ID Learning
  ☆52Updated 11 months ago
• ICDE24 / PMMRec
  PMMRec: Multi-Modality is All You Need for Transferable Recommender Systems
  ☆22Updated last year