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2508.18700
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Taming the One-Epoch Phenomenon in Online Recommendation System by Two-stage Contrastive ID Pre-training
ACM Conference on Recommender Systems (RecSys), 2024
26 August 2025
Yi-Ping Hsu
Po-Wei Wang
Chantat Eksombatchai
Jiajing Xu
Re-assign community
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Papers citing
"Taming the One-Epoch Phenomenon in Online Recommendation System by Two-stage Contrastive ID Pre-training"
8 / 8 papers shown
A Probabilistic Framework for Temporal Distribution Generalization in Industry-Scale Recommender Systems
Yuxuan Zhu
Cong Fu
Yabo Ni
Anxiang Zeng
Yuan Fang
OOD
350
0
0
26 Nov 2025
Multi-Faceted Large Embedding Tables for Pinterest Ads Ranking
Runze Su
Jiayin Jin
Jiacheng Li
Sihan Wang
Guangtong Bai
...
Siping Ji
Degao Peng
Jinfeng Zhuang
Ling Leng
Prathibha Deshikachar
106
0
0
07 Aug 2025
Scaling Recommender Transformers to One Billion Parameters
Kirill Khrylchenko
Artem Matveev
Sergei Makeev
Vladimir Baikalov
LRM
173
6
0
21 Jul 2025
Suggest, Complement, Inspire: Story of Two Tower Recommendations at Allegro.com
ACM Conference on Recommender Systems (RecSys), 2025
Aleksandra Osowska-Kurczab
Klaudia Nazarko
Mateusz Marzec
Lidia Wojciechowska
Eliška Kremeňová
97
0
0
19 Jul 2025
PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform
ACM Conference on Recommender Systems (RecSys), 2025
Xiangyi Chen
Kousik Rajesh
Matthew Lawhon
Z. J. Wang
Hanyu Li
...
Pong Eksombatchai
Jaewon Yang
Yi-Ping Hsu
Jiajing Xu
Charles R. Rosenberg
VLM
256
2
0
17 Jul 2025
TransAct V2: Lifelong User Action Sequence Modeling on Pinterest Recommendation
Xue Xia
Saurabh Vishwas Joshi
Kousik Rajesh
Kangnan Li
Yangyi Lu
Nikil Pancha
Dhruvil Badani
Jiajing Xu
Pong Eksombatchai
129
1
0
02 Jun 2025
The Evolution of Embedding Table Optimization and Multi-Epoch Training in Pinterest Ads Conversion
Andrew Qiu
Shubham Barhate
Hin Wai Lui
Runze Su
Rafael Rios Müller
Kungang Li
Ling Leng
Han Sun
Shayan Ehsani
Zhifang Liu
235
2
0
08 May 2025
On the Practice of Deep Hierarchical Ensemble Network for Ad Conversion Rate Prediction
The Web Conference (WWW), 2025
Jinfeng Zhuang
Yinrui Li
Runze Su
Ke Xu
Zhixuan Shao
...
Qifei Shen
Aayush Mudgal
Caleb Lu
Qingbin Liu
Hongda Shen
392
3
0
10 Apr 2025
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