YuanchenBei / ColdRecLinks
ColdRec: An Open-Source Toolbox for Cold-Start Recommendation.
☆44Updated last month
Alternatives and similar repositories for ColdRec
Users that are interested in ColdRec are comparing it to the libraries listed below
Sorting:
- Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.☆121Updated last year
- KDD'2022: Towards Representation Alignment and Uniformity in Collaborative Filtering☆68Updated 2 years ago
- [arXiv'24] Large Language Model Enhanced Recommender Systems: Taxonomy, Trend, Application and Future☆84Updated 5 months ago
- The official implementation for Sequential Recommendation with Latent Relations based on Large Language Model☆38Updated last year
- [ACMMM 2021] PyTorch implementation for "Mining Latent Structures for Multimedia Recommendation"☆48Updated last year
- This is a library built upon RecBole for cross-domain recommendation algorithms☆104Updated last year
- MB-STR SIGIR22☆40Updated 2 years ago
- [KDD'22] Multi-Behavior Hypergraph-Enhanced Transformer for Next-Item Recommendation☆67Updated 2 years ago
- [WWW'2023] "DCRec: Debiased Contrastive Learning for Sequential Recommendation"☆59Updated 2 years ago
- SGL PyTorch version☆110Updated 3 years ago
- 🔥🔥🔥 KDD2024 Best Student Paper☆60Updated 6 months ago
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆81Updated 2 years ago
- WWW 2022 "Sequential Recommendation via Stochastic Self-Attention"☆59Updated 3 years ago
- ☆107Updated 3 months ago
- [KDD'22] Official PyTorch implementation for "Towards Universal Sequence Representation Learning for Recommender Systems".☆193Updated last year
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…☆104Updated last year
- The code for WWW2024 paper "Rethinking Cross-Domain Sequential Recommendation under Open-World Assumptions".☆34Updated last year
- Learnable Item Tokenization for Generative Recommendation (CIKM'24)☆80Updated 7 months ago
- Source code from the SIGIR 2023 article "Attention Mixtures for Time-Aware Sequential Recommendation" by V.A. Tran, G. Salha-Galvan, B. S…☆29Updated 2 years ago
- [SIGIR'2023] "DCCF: Disentangled Contrastive Collaborative Filtering"☆57Updated last year
- ☆31Updated 3 years ago
- [SIGIR'2023] "MAERec: Graph Masked Autoencoder for Sequential Recommendation"☆61Updated 2 years ago
- [WWW'22] Official PyTorch implementation for "Improving Graph Collaborative Filtering with Neighborhood-enriched Contrastive Learning".☆123Updated 2 years ago
- ☆255Updated last year
- [WSDM 2023]Towards Universal Cross-Domain Recommendation☆22Updated 2 years ago
- [WWW'2023] "MMSSL: Multi-Modal Self-Supervised Learning for Recommendation"☆206Updated last year
- Diffusion Recommender Model☆225Updated last year
- Efficient and extensible GNNs enhanced recommender library based on RecBole.☆184Updated last year
- [Up-to-date] A curated list of resources on cold-start recommendations.☆209Updated 3 weeks ago
- [KDD'2023] "KGRec: Knowledge Graph Self-Supervised Rationalization for Recommendation"☆78Updated last year