fajieyuan's starred repositories

LLM4Rec-Awesome-Papers

A list of awesome papers and resources of recommender system on large language model (LLM).

awesome-recommend-system-pretraining-papers

Paper List for Recommend-system PreTrained Models

SaProt

Saprot: Protein Language Model with Structural Alphabet

Language:PythonLicense:MITStargazers:253Issues:6Issues:33

MicroLens

A Large Short-video Recommendation Dataset with Raw Text/Audio/Image/Videos (Talk Invited by DeepMind).

Language:PythonStargazers:102Issues:0Issues:5

PixelRec

A Large-scale Multimodal Dataset for recommender System

Revisiting-PLMs

Exploring Evolution-aware & free protein language models as protein function predictors

Language:PythonLicense:MITStargazers:55Issues:2Issues:6

NineRec

Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System

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

Language:PythonStargazers:24Issues:1Issues:0

universal_user_representation

papers of universal user representation learning for recommendation

recommendation_transfer_learning_pretraining

Pre-training and Transfer learning papers for recommendation

recommendation_dataset_pretraining

DataSets links for recommender systems research, in particular for transfer learning, user representation, pre-training,lifelong learning, cold start recommendation

Language:PythonStargazers:13Issues:1Issues:0

ProteinLM-TDG2-Mutation

Protein language models-assisted optimization of a uracil-N-glycosylase variant enables programmable T-to-G and T-to-C base editing

Language:Jupyter NotebookLicense:MITStargazers:11Issues:1Issues:3

IPRLS

Code and data for the SIGIR'2021 paper "Iterative Network Pruning with Uncertainty Regularization for Lifelong Sentiment Classification"

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

IDforRec

Is ID embedding necessary for multimodal recommender system?

TPEM

Code and data for the ACL'2021 paper "Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking"

lifelong_learning_user_representation

learning universal user representation with lifelong learning mechanism for recommender systems

GRec

PyTorch code of "Future Data Helps Training: Modeling Future Contexts for Session-based Recommendation"

Language:PythonStargazers:4Issues:1Issues:0

Multimodal-recommendation-datasets

A repository listing important datasets for multimodal recommender systems

recommendation_session_based_ultradeep

A large-scale datasets for session-based recommendation and sequential recommendation

Language:PythonStargazers:2Issues:1Issues:0

2022-NIPS-Tenrec

Tenrec dataset for multiple recommendation tasks

Language:PythonStargazers:2Issues:0Issues:0

AlphaFold-beyond-structure

Using AlphaFold protein language model to predict protein functions

learn_embedding_size

recommender system, embedding size compression, automatic