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RecZoo

RecZoo: A curated model zoo for recommendation tasks

Matching

No Model Publication
1 UltraGCN Kelong Mao, Jieming Zhu, Xi Xiao, Biao Lu, Zhaowei Wang, Xiuqiang He. UltraGCN: Ultra Simplification of Graph Convolutional Networks for Recommendation, in CIKM 2021.
2 SimpleX Kelong Mao, Jieming Zhu, Jinpeng Wang, Quanyu Dai, Zhenhua Dong, Xi Xiao, Xiuqiang He. SimpleX: A Simple and Strong Baseline for Collaborative Filtering, in CIKM 2021.

Ranking

No Model Publication
1 FinalMLP Kelong Mao, Jieming Zhu, Liangcai Su, Guohao Cai, Yuru Li, Zhenhua Dong. FinalMLP: An Enhanced Two-Stream MLP Model for CTR Prediction, in AAAI 2023.
2 FinalNet Jieming Zhu, Qinglin Jia, Guohao Cai, Quanyu Dai, Jingjie Li, Zhenhua Dong, Ruiming Tang, Rui Zhang. FINAL: Factorized Interaction Layer for CTR Prediction, in SIGIR 2023.

Reranking

Pretraining

No Model Publication
1 UNBERT Qi Zhang, Jingjie Li, Qinglin Jia, Chuyuan Wang, Jieming Zhu, Zhaowei Wang, Xiuqiang He. UNBERT: User-News Matching BERT for News Recommendation, in IJCAI 2021.

RECZOO's Projects

bars icon bars

BARS: Towards Open Benchmarking for Recommender Systems https://openbenchmark.github.io/BARS

datasets icon datasets

A curated collection of recommendation datasets with trackable dataset IDs

featurebox icon featurebox

A feature engineering library based on NVTabular

fuxictr icon fuxictr

A configurable, tunable, and reproducible library for CTR prediction https://fuxictr.github.io

recbox icon recbox

A box of core libraries for recommendation model development

reczoo icon reczoo

A curated model zoo for recommendation tasks

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