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researcher

Roger Zhe Li

7 papers hereh-index 360 citations7 works total

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

author position
  • sole author1
  • first author3
  • middle author3

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.IR7

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedLeave No User Behind: Towards Improving the Utility of Recommender Systems for Non-mainstream Users

27 citations · 36 across the 5 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.IR2023

Metric Optimization and Mainstream Bias Mitigation in Recommender Systems

Roger Zhe Li

The first part of this thesis focuses on maximizing the overall recommendation accuracy. This accuracy is usually evaluated with some user-oriented metric tailored to the recommend…

cs.IR2023★ 3 cited

Mitigating Mainstream Bias in Recommendation via Cost-sensitive Learning

Roger Zhe Li, Julián Urbano, Alan Hanjalic

Mainstream bias, where some users receive poor recommendations because their preferences are uncommon or simply because they are less active, is an important aspect to consider reg…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.