Data-efficient Fine-tuning for LLM-based Recommendation (SIGIR'24)
☆39Feb 21, 2025Updated last year
Alternatives and similar repositories for DEALRec
Users that are interested in DEALRec are comparing it to the libraries listed below
Sorting:
- ☆12Jun 19, 2024Updated last year
- The official pytorch implementation of our proposed model MISSL (ICDE-24).☆13Dec 8, 2023Updated 2 years ago
- The official implementation for Sequential Recommendation with Latent Relations based on Large Language Model☆43Nov 3, 2025Updated 4 months ago
- ☆165Apr 1, 2025Updated 11 months ago
- Official PyTorch implementation for our SIGIR'24 paper Disentangled Contrastive Hypergraph Learning for Next POI Recommendation☆29Sep 8, 2024Updated last year
- Code used in ACL rebuttal☆31Sep 3, 2024Updated last year
- The official implementation of Hard Negative Sampling via Large Language Models for Recommendation.☆11Jan 17, 2026Updated last month
- ☆72Sep 1, 2024Updated last year
- [KDD 2025] The implementation of "Fine-tuning Multimodal Large Language Models for Product Bundling", KDD'25☆15Sep 20, 2025Updated 5 months ago
- [KDD'25] Flow Matching for Collaborative Filtering☆20Sep 6, 2025Updated 5 months ago
- [NeurIPS 2024] The implementation of paper "On Softmax Direct Preference Optimization for Recommendation"☆96Nov 29, 2024Updated last year
- [CIKM 2024] Do We Really Need Graph Convolution During Training? Light Post-Training Graph-ODE for Efficient Recommendation☆14Aug 11, 2024Updated last year
- The repository of paper Personalized Multimodal Response Generation with Large Language Models☆17Jun 28, 2024Updated last year
- [WSDM 2024 Oral] This is our Pytorch implementation for the paper: "Intent Contrastive Learning with Cross Subsequences for Sequential Re…☆39Jan 7, 2024Updated 2 years ago
- Official implementation of paper "Reason4Rec: Large Language Models for Recommendation with Deliberative User Preference Alignment"☆41Apr 10, 2025Updated 10 months ago
- ☆13May 8, 2023Updated 2 years ago
- Official source code for AAAI 2025 paper: Augmenting Sequential Recommendation with Balanced Relevance and Diversity☆23Apr 16, 2025Updated 10 months ago
- An investigation of News Recommendation☆15Jul 16, 2022Updated 3 years ago
- [SIGIR2024] BIGCF: Exploring the Individuality and Collectivity of Intents behind Interactions for Graph Collaborative Filtering☆14Aug 1, 2024Updated last year
- code for GaVaMoE: Gaussian-Variational Gated Mixture of Experts for Explainable Recommendation☆18Dec 7, 2024Updated last year
- ☆161Jul 12, 2024Updated last year
- A curated list of papers, tools, and resources on Multi-Token Prediction (MTP) and related techniques in Large Language Models (LLMs), Sp…☆45Feb 7, 2026Updated 3 weeks ago
- The implementation for the Recsys paper: Towards Empathetic Conversational Recommender System☆24Sep 3, 2024Updated last year
- (ICLR'26 + Netflix) Rank-GRPO: Training LLM-based Conversational Recommender Systems with Reinforcement Learning☆37Nov 17, 2025Updated 3 months ago
- Official code of "Invariant Collaborative Filtering to Popularity Distribution Shift" (2023 WWW)☆21Jul 27, 2023Updated 2 years ago
- Bridging Items and Language: A Transition Paradigm for Large Language Model-Based Recommendation (KDD'24)☆23Aug 1, 2024Updated last year
- 🔨 跨域序列推荐(Cross-Domain Sequential Recommendation)的算法工具箱,旨在提供序列推荐、跨域推荐、跨域序列方法的baseline实现。目前本工具箱已包括TiSASRec、CoNet、PINet、MIFN这四种方法的实现。☆27Jun 15, 2023Updated 2 years ago
- [ICLR 2025] The implementation of paper "Preference Diffusion for Recommendation"☆23Apr 21, 2025Updated 10 months ago
- The implementation of paper "EliMRec: Eliminating single-modal bias in multimedia recommendation", MM'22.☆22Dec 7, 2023Updated 2 years ago
- Towards LLM-RecSys Alignment with Textual ID Learning☆56Aug 15, 2024Updated last year
- [SIGIR 2023 Oral] This is our Pytorch implementation for the paper: "Meta-optimized Contrastive Learning for Sequential Recommendation".☆28Jan 5, 2024Updated 2 years ago
- The latest paper list of large language model (LLM) for recommendation☆58Jan 30, 2024Updated 2 years ago
- ☆29Apr 17, 2023Updated 2 years ago
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".☆56Mar 8, 2024Updated last year
- ☆24Sep 24, 2024Updated last year
- ☆51Aug 6, 2025Updated 6 months ago
- Official Repository for ResSFL (accepted by CVPR '22)☆26Jun 24, 2022Updated 3 years ago
- [NeurIPS'24] The official implementation code of LLM-ESR.☆37Jun 27, 2024Updated last year
- ☆27May 11, 2023Updated 2 years ago