weitianxin / UniMP
[ICLR 2024] Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond
☆19Updated 11 months ago
Alternatives and similar repositories for UniMP:
Users that are interested in UniMP are comparing it to the libraries listed below
- Multi-domain Recommendation with Adapter Tuning☆30Updated last year
- ☆24Updated last year
- IISAN: Efficiently Adapting Multimodal Representation for Sequential Recommendation with Decoupled PEFT☆30Updated 4 months ago
- Uncovering Selective State Space Model's Capabilities in Lifelong Sequential Recommendation☆28Updated 11 months ago
- [NeurIPS 2024] The implementation of paper "On Softmax Direct Preference Optimization for Recommendation"☆68Updated 4 months ago
- ☆12Updated 10 months ago
- Code used in ACL rebuttal☆16Updated 7 months ago
- Diffusion Models for Generative Outfit Recommendation☆26Updated 7 months ago
- [ICLR 2025 Oral] The implementation of paper "Language Representations Can be What Recommenders Need: Findings and Potentials"☆63Updated 6 months ago
- [WSDM 2024 best paper honorable mention] Debiasing Sequential Recommenders through Distributionally Robust Optimization over System Expos…☆13Updated 10 months ago
- PMMRec: Multi-Modality is All You Need for Transferable Recommender Systems☆20Updated last year
- ☆41Updated last year
- Language Models as Semantic Indexers (ICML 2024)☆30Updated 11 months ago
- [EMNLP 2024] Enhancing High-order Interaction Awareness in LLM-based Recommender Model.☆11Updated 3 months ago
- ☆29Updated 11 months ago
- Official Code of our AAAI-24 Paper: "Generative Multi-modal Knowledge Retrieval with Large Language Models".☆26Updated 3 months ago
- Bridging Items and Language: A Transition Paradigm for Large Language Model-Based Recommendation (KDD'24)☆20Updated 8 months ago
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆36Updated 7 months ago
- Towards LLM-RecSys Alignment with Textual ID Learning☆46Updated 8 months ago
- ☆13Updated last year
- [NeurIPS'24 Spotlight] The official implementation code of LLM-ESR.☆29Updated 9 months ago
- Official PyTorch implementation Source code for MELT: Mutual Enhancement of Long-Tailed User and Item for Sequential Recommendation, acce…☆34Updated last year
- A general framework for bridging LLMs and recommendation systems via reinforcement learning. https://arxiv.org/pdf/2503.24289☆70Updated last week
- ☆58Updated 7 months ago
- ☆45Updated last year
- [RelKD'24] Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models☆92Updated 2 weeks ago
- Towards Modality Generalization: A Benchmark and Prospective Analysis☆23Updated 2 months ago
- [ACM'MM 2023 Oral] Online Distillation-enhanced Multi-modal Transformer for Sequential Recommendation☆16Updated last year
- CIKM'23, Prompt Distillation for Efficient LLM-based Recommendation☆44Updated 2 months ago
- [ACL 2024] RDRec: Rationale Distillation for LLM-based Recommendation☆34Updated 3 months ago