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researcher

Ya Le

3 papers here

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

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.IR2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedRecency Dropout for Recurrent Recommender Systems

1 citations · 1 across the 2 of their papers we have counts for

collaborators

3 papers

cs.IR2022

Learning to Augment for Casual User Recommendation

Jianling Wang, Ya Le, Bo Chang +3

Users who come to recommendation platforms are heterogeneous in activity levels. There usually exists a group of core users who visit the platform regularly and consume a large bod…

cs.IR2022★ 1 cited

Recency Dropout for Recurrent Recommender Systems

Bo Chang, Can Xu, Matthieu Lê +5

Recurrent recommender systems have been successful in capturing the temporal dynamics in users' activity trajectories. However, recurrent neural networks (RNNs) are known to have d…

cs.LG2021

Towards Content Provider Aware Recommender Systems: A Simulation Study on the Interplay between User and Provider Utilities

Ruohan Zhan, Konstantina Christakopoulou, Ya Le +6

Most existing recommender systems focus primarily on matching users to content which maximizes user satisfaction on the platform. It is increasingly obvious, however, that content…

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