activity
20202026
most citedInteractive Dimensionality Reduction for Comparative Analysis

49 citations · 74 across the 10 of their papers we have counts for

collaborators

10 papers

cs.HC2026

To Slide or Not to Slide: Exploring Techniques for Comparing Immersive Videos

Xizi Wang, Yue Lyu, Yalong Yang +1

Immersive videos (IVs) provide 360° environments that create a strong sense of presence and spatial exploration. Unlike traditional videos, IVs distribute information across multip…

cs.HC2026

Evaluating Replay Techniques for Asynchronous Task Handover in Immersive Analytics

Zhengtai Gou, Junxiao Long, Tao Lu +2

Immersive analytics enables collaborative data analysis in shared virtual spaces. While synchronous collaboration in such environments is well-established, real-world analysis ofte…

cs.HC2025

iTrace : Interactive Tracing of Cross-View Data Relationships

Abdul Rahman Shaikh, Maoyuan Sun, Xingchen Liu +3

Exploring data relations across multiple views has been a common task in many domains such as bioinformatics, cybersecurity, and healthcare. To support this, various techniques (e.…

cs.HC2021★ 13 cited

SightBi: Exploring Cross-View Data Relationships with Biclusters

Maoyuan Sun, Abdul Rahman Shaikh, Hamed Alhoori +1

Multiple-view visualization (MV) has been heavily used in visual analysis tools for sensemaking of data in various domains (e.g., bioinformatics, cybersecurity and text analytics).…

cs.HC2021

Evaluating Effects of Background Stories on Graph Perception

Ying Zhao, Jingcheng Shi, Jiawei Liu +7

A graph is an abstract model that represents relations among entities, for example, the interactions between characters in a novel. A background story endows entities and relations…

cs.LG2021★ 49 cited

Interactive Dimensionality Reduction for Comparative Analysis

Takanori Fujiwara, Xinhai Wei, Jian Zhao +1

Finding the similarities and differences between groups of datasets is a fundamental analysis task. For high-dimensional data, dimensionality reduction (DR) methods are often used…

cs.HC2021★ 1 cited

ChartStory: Automated Partitioning, Layout, and Captioning of Charts into Comic-Style Narratives

Jian Zhao, Shenyu Xu, Senthil Chandrasegaran +6

Visual data storytelling is gaining importance as a means of presenting data-driven information or analysis results, especially to the general public. This has resulted in design p…

cs.HC2021★ 9 cited

InfoColorizer: Interactive Recommendation of Color Palettes for Infographics

Lin-Ping Yuan, Ziqi Zhou, Jian Zhao +3

When designing infographics, general users usually struggle with getting desired color palettes using existing infographic authoring tools, which sometimes sacrifice customizabilit…

cs.SI2020★ 1 cited

A Visual Analytics Framework for Contrastive Network Analysis

Takanori Fujiwara, Jian Zhao, Francine Chen +1

A common network analysis task is comparison of two networks to identify unique characteristics in one network with respect to the other. For example, when comparing protein intera…

cs.HC2020★ 1 cited

ICE: Identify and Compare Event Sequence Sets through Multi-Scale Matrix and Unit Visualizations

Siwei Fu, Jian Zhao, Linping Yuan +3

Comparative analysis of event sequence data is essential in many application domains, such as website design and medical care. However, analysts often face two challenges: they may…