[ICLR 2025 Oral 🏆] The implementation of paper "Language Representations Can be What Recommenders Need: Findings and Potentials"
☆97May 16, 2025Updated 9 months ago
Alternatives and similar repositories for AlphaRec
Users that are interested in AlphaRec are comparing it to the libraries listed below
Sorting:
- [SIGIR 2025] implementation of AlphaFuse: Learn ID Embeddings for Sequential Recommendation in Null Space of Language Embeddings☆38Apr 15, 2025Updated 10 months ago
- [NeurIPS 2024] The implementation of paper "On Softmax Direct Preference Optimization for Recommendation"☆96Nov 29, 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
- Bridging Items and Language: A Transition Paradigm for Large Language Model-Based Recommendation (KDD'24)☆23Aug 1, 2024Updated last year
- [WSDM'25] "Temporal Linear Item-Item Model for Sequential Recommendation"☆25Feb 27, 2025Updated last year
- The implementation of paper "EliMRec: Eliminating single-modal bias in multimedia recommendation", MM'22.☆22Dec 7, 2023Updated 2 years ago
- [MM 2025] Towards Modality Generalization: A Benchmark and Prospective Analysis☆28May 22, 2025Updated 9 months ago
- ☆24Nov 16, 2023Updated 2 years ago
- This repository provides the code for implementing RPG described in our KDD'25 paper "Generating Long Semantic IDs in Parallel for Recomm…☆114Sep 8, 2025Updated 5 months ago
- Training Sequential Recommenders as Discriminators (SIGIR'22)☆15Jul 25, 2022Updated 3 years ago
- [ICLR 2026] The implementation of paper "AlphaSteer: Learning Refusal Steering with Principled Null-Space Constraint"☆40Nov 20, 2025Updated 3 months ago
- [CCIR 2023] Self-supervised learning for Sequential Recommender Systems☆24Nov 7, 2023Updated 2 years ago
- Codes, data, and baselines for CIKM 2023 Long Paper "Dual Intents Graph Modeling for User-centric Group Discovery"☆17Oct 22, 2023Updated 2 years ago
- [ICLR 2025] The implementation of paper "Preference Diffusion for Recommendation"☆23Apr 21, 2025Updated 10 months ago
- [NeurIPS 2023] The implementation of paper "Empowering Collaborative Filtering Generalization via Principled Adversarial Contrastive Loss…☆20Feb 21, 2024Updated 2 years ago
- Code for EMNLP2023 paper "MolCA: Molecular Graph-Language Modeling with Cross-Modal Projector and Uni-Modal Adapter".☆12Dec 27, 2023Updated 2 years ago
- [ACL 2024] ReactXT: Understanding Molecular “Reaction-ship” via Reaction-Contextualized Molecule-Text Pretraining. by Zhiyuan Liu*, Yaoru…☆27Sep 3, 2024Updated last year
- This is the official code for the ACL 2025 paper "GRAM: Generative Recommendation via Semantic-aware Multi-granular Late Fusion".☆27Aug 30, 2025Updated 6 months ago
- [ACM CSUR] "A Comprehensive Survey of Self-Supervised Learning for Recommendation"☆124Aug 25, 2024Updated last year
- The latest paper list of large language model (LLM) for recommendation☆58Jan 30, 2024Updated 2 years ago
- ☆14Mar 6, 2025Updated 11 months ago
- ☆15Feb 26, 2025Updated last year
- The implementation of paper "Leveraging Multimodal Features and Item-level User Feedback for Bundle Construction", WSDM'24.☆17Oct 30, 2025Updated 4 months ago
- [NeurIPS'24 Spotlight] The official implementation code of LLM-ESR.☆48Jun 27, 2024Updated last year
- This is the official code for the CIKM 2024 paper "MARS: Matching Attribute-aware Representations for Text-based Sequential Recommendatio…☆18Apr 23, 2025Updated 10 months ago
- [KDD23] Official PyTorch implementation for "Improving Conversational Recommendation Systems via Counterfactual Data Simulation".☆15Jun 5, 2023Updated 2 years ago
- [SIGIR 2024 perspective] The implementation of paper "On Generative Agents in Recommendation"☆461Jul 7, 2024Updated last year
- [WSDM'2025] "MixRec: Heterogeneous Graph Collaborative Filtering"☆19Dec 19, 2024Updated last year
- Diffusion Models, Recommender Systems, Recommendation, Diff4Rec☆82Feb 18, 2025Updated last year
- [AAAI'2025] The official implementation code of SIGMA☆39Oct 14, 2025Updated 4 months ago
- Official code of "Invariant Collaborative Filtering to Popularity Distribution Shift" (2023 WWW)☆21Jul 27, 2023Updated 2 years ago
- ☆279Feb 5, 2024Updated 2 years ago
- 🐼PANDA: Expanded Width-Aware Message Passing Beyond Rewiring, ICML 2024☆22Sep 14, 2024Updated last year
- The official implementation for Sequential Recommendation with Latent Relations based on Large Language Model☆43Nov 3, 2025Updated 4 months ago
- This is the official code for the WSDM 2022 paper: 'S-Walk: Accurate and Scalable Session-based Recommendation with Random Walks'.☆33Sep 19, 2023Updated 2 years ago
- ☆161Jul 12, 2024Updated last year
- "SCONE: A Novel Stochastic Sampling to Generate Contrastive Views and Hard Negative Samples for Recommendation", WSDM 2025☆14Nov 25, 2025Updated 3 months ago
- Mitigating the Filter Bubble while Maintaining Relevance: Targeted Diversification with VAE-based Recommender Systems☆10Mar 15, 2023Updated 2 years ago
- SynthRL: Scaling Visual Reasoning with Verifiable Data Synthesis☆68Jul 24, 2025Updated 7 months ago