WujiangXu / SLMRec
The code for ICLR2025 paper "SLMRec: Empowering Small Language Models for Sequential Recommendation".
☆18Updated last week
Alternatives and similar repositories for SLMRec:
Users that are interested in SLMRec are comparing it to the libraries listed below
- PMMRec: Multi-Modality is All You Need for Transferable Recommender Systems☆20Updated last year
- [NeurIPS'24 Spotlight] The official implementation code of LLM-ESR.☆29Updated 9 months ago
- ☆24Updated last year
- ☆13Updated last year
- Multi-domain Recommendation with Adapter Tuning☆30Updated last year
- CIKM'23, Prompt Distillation for Efficient LLM-based Recommendation☆44Updated 2 months ago
- The official implementation code of the CIKM 2024 paper "Sequence-level Semantic Representation Fusion for Recommender Systems".☆11Updated 3 weeks ago
- [WWW'2024] "PromptMM: Multi-Modal Knowledge Distillation for Recommendation with Prompt-Tuning"☆44Updated last year
- ☆58Updated 7 months ago
- The official implementation for Sequential Recommendation with Latent Relations based on Large Language Model☆37Updated 8 months ago
- [CIKM'2024] "RecDiff: Diffusion Model for Social Recommendation"☆73Updated 6 months ago
- Pytorch implementation for "Bootstrap Latent Representations for Multi-modal Recommendation"-WWW'23☆56Updated last year
- IISAN: Efficiently Adapting Multimodal Representation for Sequential Recommendation with Decoupled PEFT☆30Updated 4 months ago
- [WWW'2024] "GraphPro: Graph Pre-training and Prompt Learning for Recommendation"☆61Updated 10 months ago
- ACM MM'23: A Tale of Two Graphs: Freezing and Denoising Graph Structures for Multimodal Recommendation☆25Updated last year
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆73Updated 2 years ago
- The code for WWW2024 paper "Rethinking Cross-Domain Sequential Recommendation under Open-World Assumptions".☆29Updated 8 months ago
- ☆11Updated last month
- ☆34Updated last year
- ☆12Updated 10 months ago
- LightGT: A Light Graph Transformer for Multimedia Recommendation, SIGIR2023☆25Updated 5 months ago
- Uncovering Selective State Space Model's Capabilities in Lifelong Sequential Recommendation☆28Updated 11 months ago
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".☆90Updated 5 months ago
- ☆29Updated 6 months ago
- [NeurIPS 2023] The implementation of paper "Empowering Collaborative Filtering Generalization via Principled Adversarial Contrastive Loss…☆20Updated last year
- [ACM'MM 2023 Oral] Online Distillation-enhanced Multi-modal Transformer for Sequential Recommendation☆16Updated last year
- Official source code for AAAI 2025 paper: Augmenting Sequential Recommendation with Balanced Relevance and Diversity☆18Updated this week
- ☆64Updated last year
- The code for "Is ChatGPT Fair for Recommendation? Evaluating Fairness in Large Language Model Recommendation"☆42Updated last year
- ☆127Updated 9 months ago