cross-domain-recommendation

There are 3 repositories under cross-domain-recommendation topic.

westlake-repl / Recommendation-Systems-without-Explicit-ID-Features-A-Literature-Review
Paper List of Pre-trained Foundation Recommender Models
chatgpt foundation-model llm llm4rec multimodal pre-training recommender-system transfer-learning chatgpt4rec cross-domainrecommendation gpt4rec chatgpt3 language-model multimodal-deep-learning recommendation-system transferable multimodalrecommendation cross-domain-recommendation large-language-model llm-recommendation
243
easezyc / WSDM2022-PTUPCDR
This is the official implementation of our paper Personalized Transfer of User Preferences for Cross-domain Recommendation (PTUPCDR), which has been accepted by WSDM2022.
cross-domain-recommendation recommendation recommendation-system transfer-learning
Language:Python 122
westlake-repl / NineRec
Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System
foundation-recommendation-model image-recommendation multimodal text-recommendation multimodal-recommenddation pre-training-dataset transfer-learning-recommendation transferable-recommendation cross-domain-recommendation multi-domain-recommendation multi-modal-recommendation one-for-all cross-platform-recommendation pre-train-recommendation llm llm-recommendation
Language:Python 52
xiangwang1223 / neural_social_collaborative_ranking
Item Silk Road: Recommending Items from Information Domains to Social Users, SIGIR2017
cross-domain-recommendation neural-collaborative-filtering sigir2017 social-recommendation
Language:Python 38
cjx96 / CDRIB
[ICDE 2022]Cross-Domain Recommendation to Cold-Start Users via Variational Information Bottleneck
information-bottleneck cross-domain-recommendation
Language:Python 27
Chain123 / RecGURU
The source code and dataset for the RecGURU paper (WSDM 2022)
dual-target cross-domain-recommendation sequential-recommendation adversarial-learning
Language:Python 25
westlake-repl / Adapter4Rec
Multi-domain Recommendation with Adapter Tuning
adapter cross-domain cross-domain-recommendation fine-tuning foundation-recommendation-model multi-domain-recommendation parameter-efficient-tuning prompt-tu transferable-recommendation lora-recommendation large-language-model llm4rec multi-domain-learning pre-train-recommendation recommender-sytem adapter-recommendation
Language:Python 22
fajieyuan / universal_user_representation
papers of universal user representation learning for recommendation
user-representation pre-training transfer transfer-learning lifelong-learning user-modeling user-profiling item-recommendation recommender-system continual-learning catastrophic-forgetting pruning trimming general-purpose representation-learning cold-start transformer bert cross-domain-recommendation multi-domain-recommendation
20
fajieyuan / recommendation_transfer_learning_pretraining
Pre-training and Transfer learning papers for recommendation
transfer-learning pretrained-models user-representation user-profiles user-modeling user-models cross-domain-recommendation cold-start transformer bert-model nextitnet self-supervised-learning universal universal-representation lifelong lifelong-learning lifelong-machine-learning lifelong-lear transformers bert
18
WinChua / CDRTR
Review-Aware Cross Domain Product Recommendation
python recommendation cross-domain-recommendation dsn deep-learning review-aware domainseparationnetworks
Language:Python 8
fajieyuan / IDforRec
Is ID embedding necessary for multimodal recommender system？
cross-domain-recommendation foundation foundation-recommendation-model id-embedding id-recommendation idembedding idrec itemid language-model large-language-models llm multimodal pre-training recommender-system transfer userid
7
NSLab-CUK / Context-Aware-Residual-Transformer
Context-Aware Residual Transformer (CART) is a kiosk recommendation system (CART) that utilizes self-supervised learning techniques tailored to kiosks in an offline retail environment and developed by a collaboration between NS Lab @ CUK and IIP Lab @ Gachon University based on pure PyTorch backend.
cross-domain-recommendation kiosk recommendation-system recommender-system transformer-models
Language:Python 5
westlake-repl / Multimodal-recommendation-datasets
A repository listing important datasets for multimodal recommender systems
cross-domain-recommendation foundation-recommendation-model image-recommendation multi-domain-recommendation multimodal-recommendation multimodal-recommendation-dataset pre-trained-language-models text-recommendation transferable-recommendation llm-recommendation
4
bjtu-lucas-nlp / AMT-CDR
AMT-CDR: A Deep Adversarial Multi-channel Transfer Network for Cross-domain Recommendation
cross-domain-recommendation recommender-system
Language:Python 1
deep-astaad / Cross-Domain-Recommendation-System
Enhanced recommendations through sentiment analysis on reviews and prioritized popular attractions based on keyword frequency, ensuring more personalized and relevant suggestions
cross-domain-recommendation python3 recommender-system
Language:Jupyter Notebook 0