fajieyuan / learn_embedding_size

recommender system, embedding size compression, automatic

learn_embedding_size papers

recommender system, embedding size compression, automatic, model compression

1 A Generic Network Compression Framework for Sequential Recommender Systems SIGIR2021 (Ours)

Code: https://github.com/siat-nlp/CpRec

2 Learnable Embedding sizes for Recommender Systems ICLR2021

Code： https://github.com/ssui-liu/learnable-embed-sizes-for-RecSys

3 UMEC: UNIFIED MODEL AND EMBEDDING COMPRES-SION FOR EFFICIENT RECOMMENDATION SYSTEMS ICLR2021

Code： https://github.com/VITA-Group/UMEC

4 AutoEmb: Automated Embedding Dimensionality Search in Streaming Recommendations

5 Saec: Similarity-Aware Embedding Compression in Recommendation Systems