Alternatives and similar repositories for Mamba4Rec

Users that are interested in Mamba4Rec are comparing it to the libraries listed below

• nancheng58 / RecMamba

  View on GitHub
  Uncovering Selective State Space Model's Capabilities in Lifelong Sequential Recommendation
  ☆34May 8, 2024Updated last year
• yueqirex / LRURec

  View on GitHub
  [WSDM 2024] Official PyTorch Implementation of Linear Recurrent Units for Sequential Recommendation (LRURec)
  ☆66Feb 21, 2025Updated 11 months ago
• SStarCCat / HM4SR

  View on GitHub
  Codes for Hierarchical Time-Aware Mixture of Experts for Multi-Modal Sequential Recommendation (WWW2025)
  ☆26Jun 17, 2025Updated 7 months ago
• Liuwq-bit / LightGT

  View on GitHub
  [SIGIR 2023] LightGT: A Light Graph Transformer for Multimedia Recommendation
  ☆27Nov 13, 2024Updated last year
• ziwliu8 / SIGMA

  View on GitHub
  [AAAI'2025] The official implementation code of SIGMA
  ☆39Oct 14, 2025Updated 3 months ago
• junieberry / MARS

  View on GitHub
  This is the official code for the CIKM 2024 paper "MARS: Matching Attribute-aware Representations for Text-based Sequential Recommendatio…
  ☆18Apr 23, 2025Updated 9 months ago
• HKUDS / MMSSL

  View on GitHub
  [WWW'2023] "MMSSL: Multi-Modal Self-Supervised Learning for Recommendation"
  ☆224Jun 20, 2024Updated last year
• psm1206 / TALE

  View on GitHub
  [WSDM'25] "Temporal Linear Item-Item Model for Sequential Recommendation"
  ☆25Feb 27, 2025Updated 11 months ago
• ysh-1998 / LRD

  View on GitHub
  The official implementation for Sequential Recommendation with Latent Relations based on Large Language Model
  ☆43Nov 3, 2025Updated 3 months ago
• sudaada / FEARec

  View on GitHub
  ☆29Apr 17, 2023Updated 2 years ago
• HKUDS / AutoCF

  View on GitHub
  [WWW'23] "AutoCF: Automated Self-Supervised Learning for Recommendation"
  ☆50Feb 28, 2024Updated last year
• Jinfeng-Xu / MENTOR

  View on GitHub
  [AAAI'25] MENTOR: Multi-level Self-supervised Learning for Multimodal Recommendation
  ☆35Oct 26, 2025Updated 3 months ago
• YangZhengyi98 / DreamRec

  View on GitHub
  ☆132Nov 11, 2023Updated 2 years ago
• enoche / MMRec

  View on GitHub
  A Toolbox for MultiModal Recommendation. Integrating 10+ Models...
  ☆614Jun 16, 2025Updated 7 months ago
• pmixer / SASRec.pytorch

  View on GitHub
  PyTorch(1.6+) implementation of https://github.com/kang205/SASRec
  ☆547Jan 29, 2026Updated 2 weeks ago
• zfan20 / MStein

  View on GitHub
  WWW 2023 "Mutual Wasserstein Discrepancy Minimization for Sequential Recommendation"
  ☆16Jun 20, 2023Updated 2 years ago
• USTC-StarTeam / FuXi-alpha

  View on GitHub
  WWW2025 | FuXi-𝛼: Scaling Recommendation Model with Feature Interaction Enhanced Transformer
  ☆20Apr 10, 2025Updated 10 months ago
• WHUIR / DiffuRec

  View on GitHub
  ☆76Feb 26, 2024Updated last year
• Coder-Yu / SELFRec

  View on GitHub
  An open-source framework for self-supervised recommender systems.
  ☆628Jun 6, 2025Updated 8 months ago
• KingGugu / TiCoSeRec

  View on GitHub
  Official source code for AAAI 2023 paper: Uniform Sequence Better: Time Interval Aware Data Augmentation for Sequential Recommendation
  ☆66May 11, 2025Updated 9 months ago
• yuh-yang / MBHT-KDD22

  View on GitHub
  [KDD'22] Multi-Behavior Hypergraph-Enhanced Transformer for Next-Item Recommendation
  ☆70May 9, 2023Updated 2 years ago
• urielsinger / Trans2D

  View on GitHub
  ☆18Oct 18, 2021Updated 4 years ago
• HKUDS / PromptMM

  View on GitHub
  [WWW'2024] "PromptMM: Multi-Modal Knowledge Distillation for Recommendation with Prompt-Tuning"
  ☆52Mar 20, 2024Updated last year
• YiyanXu / DiffRec

  View on GitHub
  Diffusion Recommender Model
  ☆243Jul 4, 2024Updated last year
• SAI990323 / TALLRec

  View on GitHub
  ☆279Feb 5, 2024Updated 2 years ago
• zc-97 / DPT

  View on GitHub
  ☆21Feb 23, 2023Updated 2 years ago
• Hugo-Chinn / AlphaFuse

  View on GitHub
  [SIGIR 2025] implementation of AlphaFuse: Learn ID Embeddings for Sequential Recommendation in Null Space of Language Embeddings
  ☆38Apr 15, 2025Updated 9 months ago
• zfan20 / GraphDA

  View on GitHub
  SIGIR 2023 "Graph Collaborative Signals Denoising and Augmentation for Recommendation"
  ☆18May 31, 2023Updated 2 years ago
• BZX667 / DMPO

  View on GitHub
  ☆12Jun 19, 2024Updated last year
• JiachengLi1995 / Recformer

  View on GitHub
  Codebase for KDD 2023 paper, Text Is All You Need: Learning Language Representations for Sequential Recommendation
  ☆63Sep 12, 2023Updated 2 years ago
• HKUDS / GraphPro

  View on GitHub
  [WWW'2024] "GraphPro: Graph Pre-training and Prompt Learning for Recommendation"
  ☆72Jun 10, 2024Updated last year
• HKUDS / RecDiff

  View on GitHub
  [CIKM'2024] "RecDiff: Diffusion Model for Social Recommendation"
  ☆87Jun 16, 2025Updated 7 months ago
• Xu107 / M3Rec-main

  View on GitHub
  [ICASSP'2025] "M³Rec: Selective State Space Models with Mixture-of-Modality Experts for Multi-Modal Sequential Recommendation"
  ☆11Jul 9, 2025Updated 7 months ago
• mattf1n / basis-aware-threshold

  View on GitHub
  Code for the paper "Closing the Curious Case of Neural Text Degeneration"
  ☆11Apr 9, 2025Updated 10 months ago
• justinhangoebl / Semantic-ID-Generation

  View on GitHub
  Implementation about a recommender System using RQ-VAE Semantic IDs
  ☆16Aug 11, 2025Updated 6 months ago
• hfutmars / MGCL

  View on GitHub
  The complete codes of the paper "Multimodal Graph Contrastive Learning for Recommendation"
  ☆10Mar 20, 2023Updated 2 years ago
• Cloudcatcher888 / RCL

  View on GitHub
  PyTorch(1.6+) implementation of https://github.com/kang205/SASRec
  ☆10Aug 28, 2024Updated last year
• HKUDS / DCRec

  View on GitHub
  [WWW'2023] "DCRec: Debiased Contrastive Learning for Sequential Recommendation"
  ☆62May 14, 2023Updated 2 years ago
• jin530 / MiaSRec

  View on GitHub
  This is the official code for SIGIR 2024 paper: 'Multi-intent-aware Session-based Recommendation'.
  ☆24Mar 21, 2025Updated 10 months ago