researcher

Dong Liu

University of Science and Technology of China

36 papers hereh-index 9653.6k citations1.9k works total

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

author position

first author9
middle author20
last author5

Across the 34 of 36 papers where every author was matched, so the position is known.

fields

affiliations

University of Science and Technology of China

Homepage ORCID 0000-0001-9100-2906

same name

Dong Liu — 26 papers, h 11
Dong Liu — 21 papers, h 38
Dong Liu — 17 papers, h 8
Dong Liu — 13 papers, h 5
Dong Liu — 13 papers, h 10
Dong Liu — 12 papers, h 5

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

20092023

most citedHigh-Resolution Representations for Labeling Pixels and Regions

665 citations · 1.3k across the 22 of their papers we have counts for

collaborators

Showing stat.MEShow all

3 papers · 1 filter

stat.ME2023★ 1 cited

Robust Statistical Inference for Large-dimensional Matrix-valued Time Series via Iterative Huber Regression

Yong He, Xin-Bing Kong, Dong Liu +1

Matrix factor model is drawing growing attention for simultaneous two-way dimension reduction of well-structured matrix-valued observations. This paper focuses on robust statistica…

stat.ME2023

Simultaneous Estimation and Dataset Selection for Transfer Learning in High Dimensions by a Non-convex Penalty

Zeyu Li, Dong Liu, Yong He +1

In this paper, we propose to estimate model parameters and identify informative source datasets simultaneously for high-dimensional transfer learning problems with the aid of a non…

stat.ME2023★ 4 cited

Huber Principal Component Analysis for Large-dimensional Factor Models

Yong He, Lingxiao Li, Dong Liu +1

Factor models have been widely used in economics and finance. However, the heavy-tailed nature of macroeconomic and financial data is often neglected in the existing literature. To…