[RelKD'24] Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models
☆123Apr 7, 2025Updated last year
Alternatives and similar repositories for Mamba4Rec
Users that are interested in Mamba4Rec are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Uncovering Selective State Space Model's Capabilities in Lifelong Sequential Recommendation☆35May 8, 2024Updated 2 years ago
- 不使用Recbole实现Mamba4Rec☆17Jun 3, 2024Updated 2 years ago
- Codes for Hierarchical Time-Aware Mixture of Experts for Multi-Modal Sequential Recommendation (WWW2025)☆32Jun 17, 2025Updated last year
- [SIGIR 2023] LightGT: A Light Graph Transformer for Multimedia Recommendation☆28Apr 5, 2026Updated 2 months ago
- [Under Review] Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation☆68Dec 28, 2025Updated 5 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [AAAI'2025] The official implementation code of SIGMA☆41Oct 14, 2025Updated 8 months ago
- [WWW'2023] "MMSSL: Multi-Modal Self-Supervised Learning for Recommendation"☆226Jun 20, 2024Updated last year
- [WSDM 2024] Official PyTorch Implementation of Linear Recurrent Units for Sequential Recommendation (LRURec)☆69Feb 21, 2025Updated last year
- This is the official code for the CIKM 2024 paper "MARS: Matching Attribute-aware Representations for Text-based Sequential Recommendatio…☆17Apr 23, 2025Updated last year
- ☆80Feb 26, 2024Updated 2 years ago
- [WWW'23] "AutoCF: Automated Self-Supervised Learning for Recommendation"☆50Feb 28, 2024Updated 2 years ago
- [AAAI'25] MENTOR: Multi-level Self-supervised Learning for Multimodal Recommendation☆40Oct 26, 2025Updated 7 months ago
- PyTorch(1.6+) implementation of https://github.com/kang205/SASRec☆603Mar 19, 2026Updated 3 months ago
- ☆31Apr 17, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A Toolbox for MultiModal Recommendation. Integrating 10+ Models...☆673Jun 16, 2025Updated last year
- ☆134Nov 11, 2023Updated 2 years ago
- WWW 2023 "Mutual Wasserstein Discrepancy Minimization for Sequential Recommendation"☆16Jun 20, 2023Updated 2 years ago
- The official implementation for Sequential Recommendation with Latent Relations based on Large Language Model☆45Nov 3, 2025Updated 7 months ago
- Diffusion Recommender Model☆250Jul 4, 2024Updated last year
- [WSDM'25] "Temporal Linear Item-Item Model for Sequential Recommendation"☆26Feb 27, 2025Updated last year
- WWW 2025 | FuXi-alpha: feature-interaction enhanced Transformer for scalable generative recommendation.☆24Jun 10, 2026Updated last week
- An open-source framework for self-supervised recommender systems.☆643Jun 6, 2025Updated last year
- ☆285Feb 5, 2024Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Codes for SIGIR'22 Paper 'On-Device Next-Item Recommendation with Self-Supervised Knowledge Distillation'☆15Mar 22, 2023Updated 3 years ago
- [KDD'22] Multi-Behavior Hypergraph-Enhanced Transformer for Next-Item Recommendation☆72May 9, 2023Updated 3 years ago
- [SIGIR 2025] implementation of AlphaFuse: Learn ID Embeddings for Sequential Recommendation in Null Space of Language Embeddings☆42Apr 15, 2025Updated last year
- [ICASSP'2025] "M³Rec: Selective State Space Models with Mixture-of-Modality Experts for Multi-Modal Sequential Recommendation"☆12Jul 9, 2025Updated 11 months ago
- [NeurIPS'24] The official implementation code of LLM-ESR.☆41Jun 27, 2024Updated last year
- [KDD'25] Flow Matching for Collaborative Filtering☆23Sep 6, 2025Updated 9 months ago
- [WWW'2023] "DCRec: Debiased Contrastive Learning for Sequential Recommendation"☆64May 14, 2023Updated 3 years ago
- ☆18Oct 18, 2021Updated 4 years ago
- ☆21Jun 10, 2026Updated last week
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- [WSDM 2024 Oral] This is our Pytorch implementation for the paper: "Intent Contrastive Learning with Cross Subsequences for Sequential Re…☆43Jan 7, 2024Updated 2 years ago
- This is the official code for SIGIR 2024 paper: 'Multi-intent-aware Session-based Recommendation'.☆25Mar 21, 2025Updated last year
- [WWW'2024] "PromptMM: Multi-Modal Knowledge Distillation for Recommendation with Prompt-Tuning"☆53Mar 20, 2024Updated 2 years ago
- SHT, KDD 2022☆54May 1, 2023Updated 3 years ago
- A multimodal dataset for google map restaurants.☆12Sep 28, 2022Updated 3 years ago
- Code for CIKM2020 "S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization"☆103Nov 6, 2020Updated 5 years ago
- Code for WSDM 2022 paper, Contrastive Learning for Representation Degeneration Problem in Sequential Recommendation.☆122Nov 25, 2021Updated 4 years ago