Shixia Liu

Shixia Liu

Tsinghua University

H-index: 57

Asia-China

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

基于可视分析的训练数据质量提升综述

Enhancing Training Data Quality With Visual Analytics

Why AI Fails: Parallax

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

Cluster-aware grid layout

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

Tsinghua University

Google Scholar

View Google Scholar Profile

Shixia Liu Skills & Research Interests

visual analytics

information visualization

explainable AI

Top articles of Shixia Liu

Title

Journal

Author(s)

Publication Date

Foundation models meet visualizations: Challenges and opportunities

Weikai Yang

Mengchen Liu

Zheng Wang

Shixia Liu

2023/10/9

Enhancing single-frame supervision for better temporal action localization

IEEE Transactions on Visualization and Computer Graphics

Changjian Chen

Jiashu Chen

Weikai Yang

Haoze Wang

Johannes Knittel

...

2024/4/15

Visual analytics for machine learning: A data perspective survey

IEEE Transactions on Visualization and Computer Graphics

Junpeng Wang

Shixia Liu

Wei Zhang

2024/1/23

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)

杨维铠

陈长建

朱江宁

李磊

刘鹏

...

2023/8/18

Enhancing Training Data Quality With Visual Analytics

Computer

Shixia Liu

2023/11/1

Why AI Fails: Parallax

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

Lanxi Xiao

Weikai Yang

Haoze Wang

Shixia Liu

Qiong Wu

2023

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

IEEE Transactions on Visualization and Computer Graphics

Changjian Chen

Yukai Guo

Fengyuan Tian

Shilong Liu

Weikai Yang

...

2023/10/26

Cluster-aware grid layout

IEEE Transactions on Visualization and Computer Graphics

Yuxing Zhou

Weikai Yang

Jiashu Chen

Changjian Chen

Zhiyang Shen

...

2023/10/23

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

Tinghao Feng

Yueqi Hu

Jing Yang

Tom Polk

Ye Zhao

...

2023/10/21

Grand Challenges in Visual Analytics Applications

IEEE Computer Graphics and Applications

Aoyu Wu

Dazhen Deng

Min Chen

Shixia Liu

Daniel Keim

...

2023/9/15

Interactive reweighting for mitigating label quality issues

IEEE Transactions on Visualization and Computer Graphics

Weikai Yang

Yukai Guo

Jing Wu

Zheng Wang

Lan-Zhe Guo

...

2023/12/21

VIS 2021-Preface

IEEE Transactions on Visualization and Computer Graphics

Bongshin Lee

Silvia Miksch

Anders Ynnerman

Anastasia Bezerianos

Jian Chen

...

2022/1/1

Visual Analysis of Neural Architecture Spaces for Summarizing Design Principles

IEEE Transactions on Visualization and Computer Graphics

Jun Yuan

Mengchen Liu

Fengyuan Tian

Shixia Liu

2022

In defence of visual analytics systems: Replies to critics

IEEE Transactions on Visualization and Computer Graphics

Aoyu Wu

Dazhen Deng

Furui Cheng

Yingcai Wu

Shixia Liu

...

2022/9/30

A unified understanding of deep nlp models for text classification

IEEE Transactions on Visualization and Computer Graphics

Zhen Li

Xiting Wang

Weikai Yang

Jing Wu

Zhengyan Zhang

...

2022/6/20

Diagnosing ensemble few-shot classifiers

IEEE Transactions on Visualization and Computer Graphics

Weikai Yang

Xi Ye

Xingxing Zhang

Lanxi Xiao

Jiazhi Xia

...

2022/6/13

OoDAnalyzer: Interactive Analysis of Out-of-Distribution Samples

IEEE transactions on visualization and computer graphics

Changjian Chen

Jun Yuan

Yafeng Lu

Yang Liu

Hang Su

...

2020/2/11

Interactive graph construction for graph-based semi-supervised learning

IEEE Transactions on Visualization and Computer Graphics

Changjian Chen

Zhaowei Wang

Jing Wu

Xiting Wang

Lan-Zhe Guo

...

2021/5/28

Towards better caption supervision for object detection

IEEE Transactions on Visualization and Computer Graphics

Changjian Chen

Jing Wu

Xiaohan Wang

Shouxing Xiang

Song-Hai Zhang

...

2021/12/28

A survey of visual analytics techniques for machine learning

Jun Yuan

Changjian Chen

Weikai Yang

Mengchen Liu

Jiazhi Xia

...

2021/3

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

Co-Authors

H-index: 82
Kwan-Liu Ma

Kwan-Liu Ma

University of California, Davis

H-index: 75
Jun Zhu

Jun Zhu

Tsinghua University

H-index: 48
Wei Chen

Wei Chen

Zhejiang University

H-index: 42
Yingcai Wu

Yingcai Wu

Zhejiang University

H-index: 42
Hang Su

Hang Su

Tsinghua University

H-index: 35
Jonathan J. H. Zhu, Jian-Hua Zhu, 祝建華

Jonathan J. H. Zhu, Jian-Hua Zhu, 祝建華

City University of Hong Kong

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