Alternatives and similar repositories for LLM-SRec

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

• rlqja1107 / MELT
  Official PyTorch implementation Source code for MELT: Mutual Enhancement of Long-Tailed User and Item for Sequential Recommendation, acce…
  ☆41Updated last year
• Hugo-Chinn / AlphaFuse
  [SIGIR 2025] implementation of AlphaFuse: Learn ID Embeddings for Sequential Recommendation in Null Space of Language Embeddings
  ☆38Updated 8 months ago
• TangJiakai / ReaRec
  [Under Review] Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation
  ☆55Updated last week
• HKUDS / PromptMM
  [WWW'2024] "PromptMM: Multi-Modal Knowledge Distillation for Recommendation with Prompt-Tuning"
  ☆50Updated last year
• enoche / BM3
  Pytorch implementation for "Bootstrap Latent Representations for Multi-modal Recommendation"-WWW'23
  ☆61Updated 2 years ago
• lileipisces / POD
  CIKM'23, Prompt Distillation for Efficient LLM-based Recommendation
  ☆50Updated 11 months ago
• YangZhengyi98 / RecInterpreter
  ☆23Updated 2 years ago
• liuqidong07 / LLM-ESR
  [NeurIPS'24 Spotlight] The official implementation code of LLM-ESR.
  ☆45Updated last year
• jeykigung / VIP5
  ☆46Updated 2 years ago
• ljy0ustc / LLaRA
  ☆155Updated last year
• chengkai-liu / Mamba4Rec
  [RelKD'24] Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models
  ☆121Updated 9 months ago
• WHUIR / DiffuRec
  ☆76Updated last year
• ysh-1998 / LRD
  The official implementation for Sequential Recommendation with Latent Relations based on Large Language Model
  ☆42Updated 2 months ago
• RUCAIBox / TedRec
  The official implementation code of the CIKM 2024 paper "Sequence-level Semantic Representation Fusion for Recommender Systems".
  ☆14Updated 9 months ago
• enoche / FREEDOM
  ACM MM'23: A Tale of Two Graphs: Freezing and Denoising Graph Structures for Multimodal Recommendation
  ☆35Updated 2 years ago
• LehengTHU / AlphaRec
  [ICLR 2025 Oral 🏆] The implementation of paper "Language Representations Can be What Recommenders Need: Findings and Potentials"
  ☆96Updated 7 months ago
• liuqidong07 / LLMEmb
  [AAAI'25 Oral] The official implementation code of LLMEmb
  ☆50Updated 9 months ago
• HKUDS / DCRec
  [WWW'2023] "DCRec: Debiased Contrastive Learning for Sequential Recommendation"
  ☆61Updated 2 years ago
• Linxyhaha / DEALRec
  Data-efficient Fine-tuning for LLM-based Recommendation (SIGIR'24)
  ☆39Updated 10 months ago
• StupidThree / SIGformer
  ☆20Updated last year
• WujiangXu / SLMRec
  The code for ICLR2025 paper "SLMRec: Empowering Small Language Models for Sequential Recommendation".
  ☆45Updated 6 months ago
• YangZhengyi98 / DreamRec
  ☆128Updated 2 years ago
• ICDE24 / PMMRec
  PMMRec: Multi-Modality is All You Need for Transferable Recommender Systems
  ☆21Updated 2 years ago
• Linxyhaha / TransRec
  Bridging Items and Language: A Transition Paradigm for Large Language Model-Based Recommendation (KDD'24)
  ☆23Updated last year
• zyang1580 / CoLLM
  The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".
  ☆140Updated 3 months ago
• HKUDS / RecDiff
  [CIKM'2024] "RecDiff: Diffusion Model for Social Recommendation"
  ☆86Updated 6 months ago
• Liuwq-bit / LightGT
  [SIGIR 2023] LightGT: A Light Graph Transformer for Multimedia Recommendation
  ☆27Updated last year
• WxxShirley / CIKM2023DiRec
  Codes, data, and baselines for CIKM 2023 Long Paper "Dual Intents Graph Modeling for User-centric Group Discovery"
  ☆17Updated 2 years ago
• DavidZWZ / LightGODE
  [CIKM 2024] Do We Really Need Graph Convolution During Training? Light Post-Training Graph-ODE for Efficient Recommendation
  ☆14Updated last year
• SAI990323 / BIGRec
  ☆70Updated last year