chengkai-liu / Mamba4RecLinks
[RelKD'24] Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models
β121Updated 9 months ago
Alternatives and similar repositories for Mamba4Rec
Users that are interested in Mamba4Rec are comparing it to the libraries listed below
Sorting:
- Uncovering Selective State Space Model's Capabilities in Lifelong Sequential Recommendationβ34Updated last year
- [ICLR 2025 Oral π] The implementation of paper "Language Representations Can be What Recommenders Need: Findings and Potentials"β96Updated 8 months ago
- [NeurIPS'24 Spotlight] The official implementation code of LLM-ESR.β45Updated last year
- [Under Review] Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendationβ55Updated 2 weeks ago
- [CIKM '24] Implementation of "Multi-Behavior Generative Recommendation"β50Updated last year
- β159Updated last year
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".β90Updated 2 years ago
- β76Updated last year
- [WSDM 2024] Official PyTorch Implementation of Linear Recurrent Units for Sequential Recommendation (LRURec)β65Updated 10 months ago
- β23Updated 2 years ago
- β131Updated 2 years ago
- CIKM'23, Prompt Distillation for Efficient LLM-based Recommendationβ50Updated 11 months ago
- PMMRec: Multi-Modality is All You Need for Transferable Recommender Systemsβ21Updated 2 years ago
- [NeurIPS 2024] The implementation of paper "On Softmax Direct Preference Optimization for Recommendation"β95Updated last year
- Awesome things about generative recommendation models.β104Updated 8 months ago
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".β143Updated 4 months ago
- An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention, AAAI-24β67Updated last year
- π₯π₯π₯ KDD2024 Best Student Paperβ66Updated 10 months ago
- [CIKM 2024] Do We Really Need Graph Convolution During Training? Light Post-Training Graph-ODE for Efficient Recommendationβ14Updated last year
- Data-efficient Fine-tuning for LLM-based Recommendation (SIGIR'24)β39Updated 10 months ago
- [AAAI'25 Oral] The official implementation code of LLMEmbβ50Updated 10 months ago
- β28Updated last year
- The official implementation code of the CIKM 2024 paper "Sequence-level Semantic Representation Fusion for Recommender Systems".β15Updated 9 months ago
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequentiβ¦β115Updated last year
- Bridging Items and Language: A Transition Paradigm for Large Language Model-Based Recommendation (KDD'24)β23Updated last year
- Towards LLM-RecSys Alignment with Textual ID Learningβ57Updated last year
- β20Updated last year
- Codebase for KDD 2023 paper, Text Is All You Need: Learning Language Representations for Sequential Recommendationβ63Updated 2 years ago
- β53Updated last year
- WWW2025 | FuXi-πΌ: Scaling Recommendation Model with Feature Interaction Enhanced Transformerβ20Updated 9 months ago