2 citations · 3 across the 3 of their papers we have counts for
3 papers
cs.IR2025
Generative Sequential Recommendation via Hierarchical Behavior Modeling
Zhefan Wang, Guokai Yan, Jinbei Yu +5
Recommender systems in multi-behavior domains, such as advertising and e-commerce, aim to guide users toward high-value but inherently sparse conversions. Leveraging auxiliary beha…
cs.IR2022★ 1 cited
On Ranking Consistency of Pre-ranking Stage
Siyu Gu, Xiangrong Sheng
Industrial ranking systems, such as advertising systems, rank items by aggregating multiple objectives into one final objective to satisfy user demand and commercial intent. Cascad…
cs.LG2021★ 2 cited
Real Negatives Matter: Continuous Training with Real Negatives for Delayed Feedback Modeling
Siyu Gu, Xiang-Rong Sheng, Ying Fan +2
One of the difficulties of conversion rate (CVR) prediction is that the conversions can delay and take place long after the clicks. The delayed feedback poses a challenge: fresh da…