Uncovering Selective State Space Model's Capabilities in Lifelong Sequential Recommendation
☆35May 8, 2024Updated last year
Alternatives and similar repositories for RecMamba
Users that are interested in RecMamba are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [WSDM 2024 Best Paper Honorable Mention] Debiasing Sequential Recommenders through Distributionally Robust Optimization over System Expos…☆16Jun 20, 2024Updated last year
- [RelKD'24] Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models☆121Apr 7, 2025Updated last year
- 不使用Recbole实现Mamba4Rec☆17Jun 3, 2024Updated last year
- [SIGIR'24] Generative Retrieval as Multi-Vector Dense Retrieval☆36Oct 18, 2024Updated last year
- IJCAI 2022 MLP4Rec☆17Sep 5, 2022Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆14Jun 19, 2023Updated 2 years ago
- [Under Review] Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation☆65Dec 28, 2025Updated 4 months ago
- WWW2025 | FuXi-𝛼: Scaling Recommendation Model with Feature Interaction Enhanced Transformer☆24Apr 10, 2025Updated last year
- This is the implementation of paper "Learning to Ask Conversational Questions by Optimizing Levenshtein Distance".☆10Jul 5, 2021Updated 4 years ago
- ☆22Jun 11, 2024Updated last year
- This is the official code for SIGIR 2024 paper: 'Multi-intent-aware Session-based Recommendation'.☆25Mar 21, 2025Updated last year
- The official implementation code of the CIKM 2024 paper "Sequence-level Semantic Representation Fusion for Recommender Systems".☆15Mar 28, 2025Updated last year
- [CCIR 2023] Self-supervised learning for Sequential Recommender Systems☆25Nov 7, 2023Updated 2 years ago
- Codes for Hierarchical Time-Aware Mixture of Experts for Multi-Modal Sequential Recommendation (WWW2025)☆30Jun 17, 2025Updated 10 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.
- WWW'24, Mirror Gradient (MG) makes multimodal recommendation models approach flat local minima easier compared to models with normal trai…☆17Nov 1, 2024Updated last year
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System☆104Oct 6, 2024Updated last year
- [ICASSP'2025] "M³Rec: Selective State Space Models with Mixture-of-Modality Experts for Multi-Modal Sequential Recommendation"☆11Jul 9, 2025Updated 9 months ago
- The source code for WWW 2022 Paper "Filter-enhanced MLP is All You Need for Sequential Recommendation"☆51Mar 11, 2022Updated 4 years ago
- ☆12Jul 7, 2024Updated last year
- [WSDM'25] "Temporal Linear Item-Item Model for Sequential Recommendation"☆26Feb 27, 2025Updated last year
- Codes for TOIS Paper: Efficient On-Device Session-Based Recommendation☆12May 25, 2023Updated 2 years ago
- ☆31Apr 17, 2023Updated 3 years ago
- [KDD'25] Code of "Bridging Textual-Collaborative Gap through Semantic Codes for Sequential Recommendation".☆18Aug 8, 2025Updated 8 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs☆13Jan 28, 2025Updated last year
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…☆120Feb 5, 2024Updated 2 years ago
- MB-STR SIGIR22☆49Oct 18, 2022Updated 3 years ago
- [WWW 2023] Official code of "Adap-$\tau$: Adaptively Modulating Embedding Magnitude for Recommendation"☆29Jan 4, 2024Updated 2 years ago
- [CIKM'23] The official implementation code of DiffuASR.☆44May 7, 2024Updated last year
- [AAAI 2024] Official Pytorch Implementation for "LGMRec: Local and Global Graph Learning for Multimodal Recommendation".☆50Mar 9, 2026Updated last month
- An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention, AAAI-24☆69Mar 1, 2026Updated 2 months ago
- ☆83Mar 6, 2026Updated last month
- The official implementation for Sequential Recommendation with Latent Relations based on Large Language Model☆45Nov 3, 2025Updated 6 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [CIKM '24] Implementation of "Multi-Behavior Generative Recommendation"☆57Aug 24, 2024Updated last year
- ☆21Feb 23, 2023Updated 3 years ago
- Official source code for AAAI 2025 paper: Augmenting Sequential Recommendation with Balanced Relevance and Diversity☆25Apr 16, 2025Updated last year
- Code for CIKM 2021 best short paper nomination "Modeling Sequences as Distributions with Uncertainty for Sequential Recommendation" https…☆16Jun 11, 2021Updated 4 years ago
- Content-Based Collaborative Generation for Recommender Systems (CIKM 2024)☆30Nov 17, 2024Updated last year
- "SCONE: A Novel Stochastic Sampling to Generate Contrastive Views and Hard Negative Samples for Recommendation", WSDM 2025☆17Nov 25, 2025Updated 5 months ago
- ☆15Mar 6, 2025Updated last year