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Liyan Xie

13 papers hereh-index 102.5k citations24 works total

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

author position
  • first author4
  • middle author8

Across the 12 of 13 papers where every author was matched, so the position is known.

fields
  • math.ST5
  • cs.LG2
  • stat.AP2
  • stat.ME2
  • stat.ML2
same name
  • Liyan Xie — 16 papers, h 10
  • Liyan Xie — 8 papers, h 3
  • Liyan Xie — 6 papers, h 2
  • Liyan Xie — 5 papers, h 2
  • Liyan Xie — 2 papers, h 13
  • Liyan Xie — 1 paper, h 6

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20172023
most citedRobust Hypothesis Testing Using Wasserstein Uncertainty Sets

34 citations · 79 across the 12 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2022

Generalizing to Unseen Domains with Wasserstein Distributional Robustness under Limited Source Knowledge

Jingge Wang, Liyan Xie, Yao Xie +2

Domain generalization aims at learning a universal model that performs well on unseen target domains, incorporating knowledge from multiple source domains. In this research, we con…

cs.LG2021★ 4 cited

Class-conditioned Domain Generalization via Wasserstein Distributional Robust Optimization

Jingge Wang, Yang Li, Liyan Xie +1

Given multiple source domains, domain generalization aims at learning a universal model that performs well on any unseen but related target domain. In this work, we focus on the do…

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