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Haixia Liu

4 papers hereh-index 466 citations8 works total

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

author position
  • first author2
  • middle author2

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • math.OC2
  • cs.IT1
  • cs.LG1
same name
  • Haixia Liu — 7 papers, h 3
  • Haixia Liu — 4 papers, h 5
  • Haixia Liu — 1 paper, h 4
  • Haixia Liu — 1 paper, h 3
  • Haixia Liu — 1 paper, h 3
  • Haixia 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
20172026
most citedFast Rank One Alternating Minimization Algorithm for Phase Retrieval

2 citations · 4 across the 4 of their papers we have counts for

collaborators

4 papers

cs.IT2026

The Fusion Frame Phase Retrieval

Haixia Liu, Bing Gao, Yang Wang

The phase retrieval problem involves reconstructing a function or signal solely from the magnitude of linear measurements. Most theoretical analyses of phase retrieval algorithms r…

cs.LG2025

The Exploration of Error Bounds in Classification with Noisy Labels

Haixia Liu, Boxiao Li, Can Yang +1

Numerous studies have shown that label noise can lead to poor generalization performance, negatively affecting classification accuracy. Therefore, understanding the effectiveness o…

math.OC2019★ 2 cited

Phase retrieval for sub-Gaussian measurements

Bing Gao, Haixia Liu, Yang Wang

Generally, phase retrieval problem can be viewed as the reconstruction of a function/signal from only the magnitude of the linear measurements. These measurements can be, for examp…

math.OC2017★ 2 cited

Fast Rank One Alternating Minimization Algorithm for Phase Retrieval

Jian-Feng Cai, Haixia Liu, Yang Wang

The phase retrieval problem is a fundamental problem in many fields, which is appealing for investigation. It is to recover the signal vector x~∈Cd from a set…

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