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Shixia Liu

28 papers hereh-index 498.6k citations124 works total

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

author position
  • first author2
  • middle author8
  • last author16

Across the 26 of 28 papers where every author was matched, so the position is known.

fields
  • cs.HC13
  • cs.LG6
  • cs.CV2
  • cs.IR2
  • cs.SI2
  • stat.ML2
same name
  • Shixia Liu — 12 papers, h 7
  • Shixia Liu — 2 papers, h 3
  • Shixia Liu — 1 paper, h 1
  • Shixia Liu — 1 paper, h 2
  • Shixia Liu — 1 paper, h 0
  • Shixia Liu — 1 paper, h 3

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
20152023
most citedRevisiting Dimensionality Reduction Techniques for Visual Cluster Analysis: An Empirical Study

84 citations · 416 across the 27 of their papers we have counts for

collaborators
Showing 2017Show all

2 papers · 1 filter

stat.ML2017

Scalable Inference for Nested Chinese Restaurant Process Topic Models

Jianfei Chen, Jun Zhu, Jie Lu +1

Nested Chinese Restaurant Process (nCRP) topic models are powerful nonparametric Bayesian methods to extract a topic hierarchy from a given text corpus, where the hierarchical stru…

cs.LG2017★ 4 cited

Towards Better Analysis of Machine Learning Models: A Visual Analytics Perspective

Shixia Liu, Xiting Wang, Mengchen Liu +1

Interactive model analysis, the process of understanding, diagnosing, and refining a machine learning model with the help of interactive visualization, is very important for users…

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