Awesome things about generative recommendation models.
☆113Apr 28, 2025Updated last year
Alternatives and similar repositories for awesome-generative-recommendation
Users that are interested in awesome-generative-recommendation are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementations for "Expressiveness Limits of Autoregressive Semantic ID Generation in Generative Recommendation"☆29May 8, 2026Updated 3 months ago
- ☆68Jul 2, 2026Updated last month
- Awesome Generative Recommendation papers primarily focused on industry-level applications.☆227Jul 29, 2026Updated 2 weeks ago
- This repository provides the official PyTorch implementation for the AAAI 2026 Oral paper "Inductive Generative Recommendation via Retrie…☆44Jan 15, 2026Updated 7 months ago
- Learnable Item Tokenization for Generative Recommendation (Most Cited Paper at CIKM'24)☆184Jan 1, 2025Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- This repository provides the code for implementing RPG described in our KDD'25 paper "Generating Long Semantic IDs in Parallel for Recomm…☆143Jul 2, 2026Updated last month
- PyTorch-based open-source code for paper "Pctx: Tokenizing Personalized Context for Generative Recommendation"☆29Nov 21, 2025Updated 8 months ago
- GRID: Generative Recommendation with Semantic IDs☆726Oct 15, 2025Updated 10 months ago
- The code implementation for our KDD 2026 Oral paper "How Well Does Generative Recommendation Generalize?"☆42Jun 2, 2026Updated 2 months ago
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆102Mar 27, 2023Updated 3 years ago
- ☆46May 22, 2026Updated 2 months ago
- [Pytorch] Generative retrieval model using semantic IDs from "Recommender Systems with Generative Retrieval"☆837Jul 1, 2026Updated last month
- Official repository for TKDE 2026 paper: Data Augmentation for Sequential Recommendation: A Survey☆437Sep 2, 2025Updated 11 months ago
- [TKDE '26] Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation☆73Dec 28, 2025Updated 7 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- GenRec: Generative Recommender Systems with RQ-VAE semantic IDs, Transformer-based retrieval, and LLM integration. Built on PyTorch with …☆121Jun 3, 2026Updated 2 months ago
- ☆14Apr 14, 2026Updated 4 months ago
- An index for papers on large language model agents for recommendation and search.☆116May 31, 2026Updated 2 months ago
- Order-agnostic Identifier for Large Language Model-based Generative Recommendation (SIGIR'25)☆33Oct 21, 2025Updated 9 months ago
- Collaborative Memory-Augmented Agentic Recommender System☆83Jul 27, 2026Updated 3 weeks ago
- This is the official implementation of the paper "Generative Retrieval with Semantic Tree-Structured Item Identifiers via Contrastive Lea…☆26Dec 12, 2024Updated last year
- ☆28Dec 9, 2025Updated 8 months ago
- Repository hosting code for "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (…☆1,961Updated this week
- Minimal reproduction of OneRec☆1,746May 14, 2026Updated 3 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [EMNLP2025] "RecGPT: A Foundation Model for Sequential Recommendation"☆60Oct 14, 2025Updated 10 months ago
- The implementation for the work "Recommender Systems with Generative Retrieval".☆21Aug 20, 2025Updated 11 months ago
- ☆91Mar 6, 2026Updated 5 months ago
- [SIGIR 2025] implementation of AlphaFuse: Learn ID Embeddings for Sequential Recommendation in Null Space of Language Embeddings☆42Apr 15, 2025Updated last year
- [SIGIR2024] BIGCF: Exploring the Individuality and Collectivity of Intents behind Interactions for Graph Collaborative Filtering☆16Aug 1, 2024Updated 2 years ago
- "Graph Convolutions Enrich the Self-Attention in Transformers!" NeurIPS 2024☆27Mar 19, 2025Updated last year
- A list of awesome papers and resources of recommender system on large language model (LLM).☆2,305Mar 17, 2025Updated last year
- 🎓Automatically Update Recommendation Papers Daily using Github Actions (Update Every 12th hours)☆151Updated this week
- ☆130Dec 25, 2025Updated 7 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable Recommendation☆22Mar 5, 2025Updated last year
- [KDD'25] Code of "Bridging Textual-Collaborative Gap through Semantic Codes for Sequential Recommendation".☆18Jul 3, 2026Updated last month
- [KDD2026] The repo contains the code for "FORGE: Forming Semantic Identifiers for Generative Retrieval in Industrial Datasets"☆239Feb 9, 2026Updated 6 months ago
- AAAI 23☆22Feb 8, 2024Updated 2 years ago
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆77Sep 9, 2024Updated last year
- [SIGIR'25] Code of "Generative Recommender with End-to-End Learnable Item Tokenization".☆41Apr 23, 2025Updated last year
- [SIGIR2025] The official code for paper "MSL: Not All Tokens Are What You Need for Tuning LLM as a Recommender"☆47Jun 11, 2025Updated last year