Jamesding000 / SpecGRLinks
This repository provides the official PyTorch implementation for the AAAI 2026 Oral paper "Inductive Generative Recommendation via Retrieval-based Speculation".
☆34Updated 3 weeks ago
Alternatives and similar repositories for SpecGR
Users that are interested in SpecGR are comparing it to the libraries listed below
Sorting:
- ☆160Updated last year
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆92Updated 2 years ago
- Towards LLM-RecSys Alignment with Textual ID Learning☆56Updated last year
- This repository provides the code for implementing RPG described in our KDD'25 paper "Generating Long Semantic IDs in Parallel for Recomm…☆112Updated 5 months ago
- ☆132Updated 2 years ago
- [ICLR 2025 Oral 🏆] The implementation of paper "Language Representations Can be What Recommenders Need: Findings and Potentials"☆97Updated 8 months ago
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆196Updated last year
- ☆53Updated 2 years ago
- Codebase for KDD 2023 paper, Text Is All You Need: Learning Language Representations for Sequential Recommendation☆63Updated 2 years ago
- [Under Review] Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation☆59Updated last month
- ☆41Updated 2 years ago
- [CIKM '24] Implementation of "Multi-Behavior Generative Recommendation"☆53Updated last year
- ☆72Updated last year
- [NeurIPS'24 Spotlight] The official implementation code of LLM-ESR.☆47Updated last year
- [KDD'22] Official PyTorch implementation for "Towards Universal Sequence Representation Learning for Recommender Systems".☆208Updated 2 years ago
- [NeurIPS 2024] The implementation of paper "On Softmax Direct Preference Optimization for Recommendation"☆96Updated last year
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".☆56Updated last year
- This is the official implementation of the paper "Generative Retrieval with Semantic Tree-Structured Item Identifiers via Contrastive Lea…☆25Updated last year
- Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.☆128Updated last year
- Learnable Item Tokenization for Generative Recommendation (Most Cited Paper at CIKM'24)☆128Updated last year
- ☆76Updated last year
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆64Updated last year
- CIKM'23, Prompt Distillation for Efficient LLM-based Recommendation☆50Updated last year
- Awesome things about generative recommendation models.☆104Updated 9 months ago
- ☆65Updated last year
- ☆24Updated 2 years ago
- The latest paper list of large language model (LLM) for recommendation☆58Updated 2 years ago
- Recommender systems with large language models (Paper list)☆63Updated 2 years ago
- [AAAI'25 Oral] The official implementation code of LLMEmb☆50Updated 10 months ago
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"☆104Updated last year