weitianxin / UniMPLinks
[ICLR 2024] Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond
☆20Updated last year
Alternatives and similar repositories for UniMP
Users that are interested in UniMP are comparing it to the libraries listed below
Sorting:
- IISAN: Efficiently Adapting Multimodal Representation for Sequential Recommendation with Decoupled PEFT☆34Updated 9 months ago
- [NeurIPS 2024] The implementation of paper "On Softmax Direct Preference Optimization for Recommendation"☆82Updated 9 months ago
- ☆42Updated last year
- Multi-domain Recommendation with Adapter Tuning☆32Updated last year
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆44Updated 11 months ago
- Towards Modality Generalization: A Benchmark and Prospective Analysis☆25Updated 3 months ago
- PMMRec: Multi-Modality is All You Need for Transferable Recommender Systems☆22Updated 2 years ago
- [AAAI'25] MENTOR: Multi-level Self-supervised Learning for Multimodal Recommendation☆26Updated 3 months ago
- ☆23Updated last year
- Bridging Items and Language: A Transition Paradigm for Large Language Model-Based Recommendation (KDD'24)☆21Updated last year
- ☆63Updated 11 months ago
- Codebase for KDD 2023 paper, Text Is All You Need: Learning Language Representations for Sequential Recommendation☆63Updated last year
- Official Code of our AAAI-24 Paper: "Generative Multi-modal Knowledge Retrieval with Large Language Models".☆27Updated 8 months ago
- The latest paper list of large language model (LLM) for recommendation☆57Updated last year
- ☆31Updated last year
- Language Models as Semantic Indexers (ICML 2024)☆34Updated last year
- ☆45Updated 9 months ago
- Official implementation of paper "Reason4Rec: Large Language Models for Recommendation with Deliberative User Preference Alignment"☆36Updated 4 months ago
- ☆14Updated 3 months ago
- [ICLR 2025 Oral 🏆] The implementation of paper "Language Representations Can be What Recommenders Need: Findings and Potentials"☆88Updated 3 months ago
- The implementation of paper "Leveraging Multimodal Features and Item-level User Feedback for Bundle Construction", WSDM'24.☆15Updated last year
- Pytorch implementation for "Bootstrap Latent Representations for Multi-modal Recommendation"-WWW'23☆60Updated 2 years ago
- ☆23Updated 7 months ago
- Towards LLM-RecSys Alignment with Textual ID Learning☆53Updated last year
- [RelKD'24] Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models☆109Updated 4 months ago
- A Large-scale Multimodal Dataset for recommender System☆156Updated 5 months ago
- Diffusion Models for Generative Outfit Recommendation☆31Updated 11 months ago
- ☆31Updated last month
- The code repo for our AAAI-25 paper 'Harnessing Multimodal Large Language Models for Multimodal Sequential Recommendation'☆29Updated 4 months ago
- A Large Short-video Recommendation Dataset with Raw Text/Audio/Image/Videos (Talk Invited by DeepMind).☆208Updated 7 months ago