fajieyuan's repositories
SIGIR2020_peterrec
Universal User Representation Pre-training for Cross-domain Recommendation and User Profiling
WSDM2019-nextitnet
Generative model for sequential recommendation based on Convolution Neural Networks (CNN))
SIGIR2021_Conure
Pre-training and Lifelong learning for User Embedding and Recommender System
cross-domain-recommendation
cross-domain recommendation，transfer learning，pre-training，self-supervise learning papers and datasets
universal_user_representation
papers of universal user representation learning for recommendation
recommendation_transfer_learning_pretraining
Pre-training and Transfer learning papers for recommendation
WWW2020-grec
Sequence-to-Sequence Generative Model for Sequential Recommender System
recommendation_dataset_pretraining
DataSets links for recommender systems research, in particular for transfer learning, user representation, pre-training,lifelong learning, cold start recommendation
pretrain_recommend_transfer
迁移学习，预训练，表征学习，跨域推荐，冷启动，用户画像
lifelong_learning_user_representation
learning universal user representation with lifelong learning mechanism for recommender systems
recommendation_session_based_ultradeep
A large-scale datasets for session-based recommendation and sequential recommendation
AlphaFold-beyond-structure
Using AlphaFold protein language model to predict protein functions
learn_embedding_size
recommender system, embedding size compression, automatic
2022-NIPS-Tenrec
Dataset and Benchmark for Multi-domain Recommendation, Sequential Recommendation, CTR prediction, Multi-task learning
Awesome-Generative-RecSys
A curated list of Generative Recommender Systems (Paper & Code)
Awesome-LLM-for-RecSys
Survey: A collection of AWESOME papers and resources on the large language model (LLM) related recommender system topics.
Awesome-LLM4RS-Papers
Large Language Model-enhanced Recommender System Papers
awesome-recommend-system-pretraining-papers
Paper List for Recommend-system PreTrained Models
Datasets-for-Recommender-Systems
This is a repository of a topic-centric public data sources in high quality for Recommender Systems (RS)
iCV-SBR
Benchmarking of Session-based Recommendation Approaches
LLM4Rec-Awesome-Papers
A list of awesome papers and resources of recommender system on large language model (LLM).
MultimodalRecSys
A curated list of awesome resources about multimodal recommender systems.
naacl-hlt-2019
NAACL-HLT 2019 Website
Recommendation-Systems-without-Explicit-ID-Features-A-Literature-Review
Large pre-trained Foundation recommender models
RecSysPapers
推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.
Revisiting-PLMs
Revisiting Evolution-based & free protein language models