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Shixia Liu

About Shixia Liu

Shixia Liu, With an exceptional h-index of 57 and a recent h-index of 44 (since 2020), a distinguished researcher at Tsinghua University, specializes in the field of visual analytics, information visualization, explainable AI.

His recent articles reflect a diverse array of research interests and contributions to the field:

Foundation models meet visualizations: Challenges and opportunities

Enhancing single-frame supervision for better temporal action localization

Visual analytics for machine learning: A data perspective survey

TimePool: Visually Answer “Which and When” Questions On Univariate Time Series

Grand Challenges in Visual Analytics Applications

基于可视分析的训练数据质量提升综述

Why AI Fails: Parallax

Interactive reweighting for mitigating label quality issues

Shixia Liu Information

University

Position

Associate Professor of IEEE Fellow

Citations(all)

11809

Citations(since 2020)

6049

Cited By

8700

hIndex(all)

57

hIndex(since 2020)

44

i10Index(all)

137

i10Index(since 2020)

98

Email

University Profile Page

Google Scholar

Shixia Liu Skills & Research Interests

visual analytics

information visualization

explainable AI

Top articles of Shixia Liu

Foundation models meet visualizations: Challenges and opportunities

2023/10/9

Zheng Wang
Zheng Wang

H-Index: 55

Shixia Liu
Shixia Liu

H-Index: 42

Enhancing single-frame supervision for better temporal action localization

IEEE Transactions on Visualization and Computer Graphics

2024/4/15

Changjian Chen
Changjian Chen

H-Index: 4

Jiashu Chen
Jiashu Chen

H-Index: 9

Haoze Wang
Haoze Wang

H-Index: 4

Johannes Knittel
Johannes Knittel

H-Index: 3

Steffen Koch
Steffen Koch

H-Index: 4

Thomas Ertl
Thomas Ertl

H-Index: 32

Shixia Liu
Shixia Liu

H-Index: 42

Visual analytics for machine learning: A data perspective survey

IEEE Transactions on Visualization and Computer Graphics

2024/1/23

Junpeng Wang
Junpeng Wang

H-Index: 13

Shixia Liu
Shixia Liu

H-Index: 42

Wei Zhang
Wei Zhang

H-Index: 23

TimePool: Visually Answer “Which and When” Questions On Univariate Time Series

2023/10/21

Jing Yang
Jing Yang

H-Index: 14

Ye Zhao
Ye Zhao

H-Index: 12

Shixia Liu
Shixia Liu

H-Index: 42

Grand Challenges in Visual Analytics Applications

IEEE Computer Graphics and Applications

2023/9/15

Dazhen Deng
Dazhen Deng

H-Index: 3

Min Chen
Min Chen

H-Index: 4

Shixia Liu
Shixia Liu

H-Index: 42

Daniel Keim
Daniel Keim

H-Index: 54

Ross Maciejewski
Ross Maciejewski

H-Index: 29

Silvia Miksch
Silvia Miksch

H-Index: 33

基于可视分析的训练数据质量提升综述

计算机辅助设计与图形学学报 (Journal of Computer-Aided Design and Computer Graphics)

2023/8/18

Why AI Fails: Parallax

The international workshop on eXplainable AI for the Arts at the ACM C&C Conference.

2023

Haoze Wang
Haoze Wang

H-Index: 4

Shixia Liu
Shixia Liu

H-Index: 42

Qiong Wu
Qiong Wu

H-Index: 7

Interactive reweighting for mitigating label quality issues

IEEE Transactions on Visualization and Computer Graphics

2023/12/21

Jing Wu
Jing Wu

H-Index: 1

Zheng Wang
Zheng Wang

H-Index: 55

Lan-Zhe Guo
Lan-Zhe Guo

H-Index: 4

Yu-Feng Li
Yu-Feng Li

H-Index: 23

Shixia Liu
Shixia Liu

H-Index: 42

Enhancing Training Data Quality With Visual Analytics

Computer

2023/11/1

Shixia Liu
Shixia Liu

H-Index: 42

A unified interactive model evaluation for classification, object detection, and instance segmentation in computer vision

IEEE Transactions on Visualization and Computer Graphics

2023/10/26

Changjian Chen
Changjian Chen

H-Index: 4

Shilong Liu
Shilong Liu

H-Index: 10

Zhaowei Wang
Zhaowei Wang

H-Index: 1

Jing Wu
Jing Wu

H-Index: 1

Hang Su
Hang Su

H-Index: 3

Hanspeter Pfister
Hanspeter Pfister

H-Index: 56

Shixia Liu
Shixia Liu

H-Index: 42

Cluster-aware grid layout

IEEE Transactions on Visualization and Computer Graphics

2023/10/23

Yuxing Zhou
Yuxing Zhou

H-Index: 7

Jiashu Chen
Jiashu Chen

H-Index: 9

Changjian Chen
Changjian Chen

H-Index: 4

Xiaonan Luo
Xiaonan Luo

H-Index: 3

Lingyun Yu
Lingyun Yu

H-Index: 5

Shixia Liu
Shixia Liu

H-Index: 42

In defence of visual analytics systems: Replies to critics

IEEE Transactions on Visualization and Computer Graphics

2022/9/30

Dazhen Deng
Dazhen Deng

H-Index: 3

Yingcai Wu
Yingcai Wu

H-Index: 24

Shixia Liu
Shixia Liu

H-Index: 42

A unified understanding of deep nlp models for text classification

IEEE Transactions on Visualization and Computer Graphics

2022/6/20

Zhen Li
Zhen Li

H-Index: 7

Jing Wu
Jing Wu

H-Index: 1

Zhengyan Zhang
Zhengyan Zhang

H-Index: 5

Zhiyuan Liu
Zhiyuan Liu

H-Index: 1

Maosong Sun
Maosong Sun

H-Index: 51

Hui Zhang
Hui Zhang

H-Index: 16

Shixia Liu
Shixia Liu

H-Index: 42

Diagnosing ensemble few-shot classifiers

IEEE Transactions on Visualization and Computer Graphics

2022/6/13

Xi Ye
Xi Ye

H-Index: 1

Xingxing Zhang
Xingxing Zhang

H-Index: 25

Jiazhi Xia
Jiazhi Xia

H-Index: 12

Zhongyuan Wang
Zhongyuan Wang

H-Index: 1

Jun Zhu
Jun Zhu

H-Index: 2

Hanspeter Pfister
Hanspeter Pfister

H-Index: 56

Shixia Liu
Shixia Liu

H-Index: 42

VIS 2021-Preface

IEEE Transactions on Visualization and Computer Graphics

2022/1/1

Silvia Miksch
Silvia Miksch

H-Index: 33

Anders Ynnerman
Anders Ynnerman

H-Index: 21

Jian Chen
Jian Chen

H-Index: 6

Wei Chen
Wei Chen

H-Index: 15

Christopher Collins
Christopher Collins

H-Index: 30

Michael Gleicher
Michael Gleicher

H-Index: 38

Eduard Gröller
Eduard Gröller

H-Index: 27

Bernhard Preim
Bernhard Preim

H-Index: 28

Jinwook Seo
Jinwook Seo

H-Index: 19

Jing Yang
Jing Yang

H-Index: 14

Xiaoru Yuan
Xiaoru Yuan

H-Index: 24

Shixia Liu
Shixia Liu

H-Index: 42

Visual Analysis of Neural Architecture Spaces for Summarizing Design Principles

IEEE Transactions on Visualization and Computer Graphics

2022

Jun Yuan
Jun Yuan

H-Index: 4

Shixia Liu
Shixia Liu

H-Index: 42

Towards better caption supervision for object detection

IEEE Transactions on Visualization and Computer Graphics

2021/12/28

Changjian Chen
Changjian Chen

H-Index: 4

Jing Wu
Jing Wu

H-Index: 1

Xiaohan Wang
Xiaohan Wang

H-Index: 4

Song-Hai Zhang
Song-Hai Zhang

H-Index: 15

Shixia Liu
Shixia Liu

H-Index: 42

Revisiting dimensionality reduction techniques for visual cluster analysis: An empirical study

IEEE Transactions on Visualization and Computer Graphics

2021/9/29

Jiazhi Xia
Jiazhi Xia

H-Index: 12

Yuchen Zhang
Yuchen Zhang

H-Index: 15

Jie Song
Jie Song

H-Index: 20

Yang Chen
Yang Chen

H-Index: 25

Yunhai Wang
Yunhai Wang

H-Index: 16

Shixia Liu
Shixia Liu

H-Index: 42

Real-time visual analysis of high-volume social media posts

IEEE Transactions on Visualization and Computer Graphics

2021/9/29

Johannes Knittel
Johannes Knittel

H-Index: 3

Steffen Koch
Steffen Koch

H-Index: 4

Tan Tang
Tan Tang

H-Index: 3

Wei Chen
Wei Chen

H-Index: 15

Yingcai Wu
Yingcai Wu

H-Index: 24

Shixia Liu
Shixia Liu

H-Index: 42

Thomas Ertl
Thomas Ertl

H-Index: 32

OoDAnalyzer: Interactive Analysis of Out-of-Distribution Samples

IEEE transactions on visualization and computer graphics

2020/2/11

Changjian Chen
Changjian Chen

H-Index: 4

Jun Yuan
Jun Yuan

H-Index: 4

Yang Liu
Yang Liu

H-Index: 18

Hang Su
Hang Su

H-Index: 3

Shixia Liu
Shixia Liu

H-Index: 42

See List of Professors in Shixia Liu University(Tsinghua University)

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