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Tiansheng Yao

5 papers hereh-index 101k citations14 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author4

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.IR2

identity via Semantic Scholar / OpenAlex

most citedSelf-supervised Learning for Large-scale Item Recommendations

29 citations · 52 across the 5 of their papers we have counts for

collaborators
Showing cs.IRShow all

2 papers · 1 filter

cs.IR2022★ 1 cited

Empowering Long-tail Item Recommendation through Cross Decoupling Network (CDN)

Yin Zhang, Ruoxi Wang, Tiansheng Yao +5

Industry recommender systems usually suffer from highly-skewed long-tail item distributions where a small fraction of the items receives most of the user feedback. This skew hurts…

cs.IR2020★ 7 cited

A Model of Two Tales: Dual Transfer Learning Framework for Improved Long-tail Item Recommendation

Yin Zhang, Derek Zhiyuan Cheng, Tiansheng Yao +3

Highly skewed long-tail item distribution is very common in recommendation systems. It significantly hurts model performance on tail items. To improve tail-item recommendation, we…

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