24 citations · 45 across the 3 of their papers we have counts for
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cs.IR2022★ 19 cited
Monolith: Real Time Recommendation System With Collisionless Embedding Table
Zhuoran Liu, Leqi Zou, Xuan Zou +8
Building a scalable and real-time recommendation system is vital for many businesses driven by time-sensitive customer feedback, such as short-videos ranking or online ads. Despite…
cs.LG2022★ 2 cited
CowClip: Reducing CTR Prediction Model Training Time from 12 hours to 10 minutes on 1 GPU
Zangwei Zheng, Pengtai Xu, Xuan Zou +12
The click-through rate (CTR) prediction task is to predict whether a user will click on the recommended item. As mind-boggling amounts of data are produced online daily, accelerati…