activity
20172023
most citedTowards Better Bus Networks: A Visual Analytics Approach

75 citations · 315 across the 21 of their papers we have counts for

collaborators

22 papers

cs.HC2023★ 69 cited

MARVisT: Authoring Glyph-based Visualization in Mobile Augmented Reality

Chen Zhu-Tian, Yijia Su, Yifang Wang +3

Recent advances in mobile augmented reality (AR) techniques have shed new light on personal visualization for their advantages of fitting visualization within personal routines, si…

cs.HC2023★ 61 cited

Augmenting Sports Videos with VisCommentator

Chen Zhu-Tian, Shuainan Ye, Xiangtong Chu +4

Visualizing data in sports videos is gaining traction in sports analytics, given its ability to communicate insights and explicate player strategies engagingly. However, augmenting…

cs.HC2022★ 11 cited

VAID: Indexing View Designs in Visual Analytics System

Lu Ying, Aoyu Wu, Haotian Li +7

Visual analytics (VA) systems have been widely used in various application domains. However, VA systems are complex in design, which imposes a serious problem: although the academi…

cs.HC2022★ 24 cited

Visualizing the Scripts of Data Wrangling with SOMNUS

Kai Xiong, Siwei Fu, Guoming Ding +5

Data workers use various scripting languages for data transformation, such as SAS, R, and Python. However, understanding intricate code pieces requires advanced programming skills,…

cs.HC2022★ 3 cited

DashBot: Insight-Driven Dashboard Generation Based on Deep Reinforcement Learning

Dazhen Deng, Aoyu Wu, Huamin Qu +1

Analytical dashboards are popular in business intelligence to facilitate insight discovery with multiple charts. However, creating an effective dashboard is highly demanding, which…

cs.HC2022

Revisiting the Design Patterns of Composite Visualizations

Dazhen Deng, Weiwei Cui, Xiyu Meng +4

Composite visualization is a popular design strategy that represents complex datasets by integrating multiple visualizations in a meaningful and aesthetic layout, such as juxtaposi…

cs.HC2022

In Defence of Visual Analytics Systems: Replies to Critics

Aoyu Wu, Dazhen Deng, Furui Cheng +3

The last decade has witnessed many visual analytics (VA) systems that make successful applications to wide-ranging domains like urban analytics and explainable AI. However, their r…

cs.HC2021

Seek for Success: A Visualization Approach for Understanding the Dynamics of Academic Careers

Yifang Wang, Tai-Quan Peng, Huihua Lu +4

How to achieve academic career success has been a long-standing research question in social science research. With the growing availability of large-scale well-documented academic…

cs.HC2021

Real-Time Visual Analysis of High-Volume Social Media Posts

Johannes Knittel, Steffen Koch, Tan Tang +4

Breaking news and first-hand reports often trend on social media platforms before traditional news outlets cover them. The real-time analysis of posts on such platforms can reveal…

cs.HC2021★ 29 cited

EventAnchor: Reducing Human Interactions in Event Annotation of Racket Sports Videos

Dazhen Deng, Jiang Wu, Jiachen Wang +6

The popularity of racket sports (e.g., tennis and table tennis) leads to high demands for data analysis, such as notational analysis, on player performance. While sports videos off…

cs.HC2020

Narrative Transitions in Data Videos

Junxiu Tang, Lingyun Yu, Tan Tang +5

Transitions are widely used in data videos to seamlessly connect data-driven charts or connect visualizations and non-data-driven motion graphics. To inform the transition designs…

cs.HC2020★ 1 cited

What Makes a Data-GIF Understandable?

Xinhuan Shu, Aoyu Wu, Junxiu Tang +3

GIFs are enjoying increasing popularity on social media as a format for data-driven storytelling with visualization; simple visual messages are embedded in short animations that us…

cs.GR2020

Exemplar-based Layout Fine-tuning for Node-link Diagrams

Jiacheng Pan, Wei Chen, Xiaodong Zhao +6

We design and evaluate a novel layout fine-tuning technique for node-link diagrams that facilitates exemplar-based adjustment of a group of substructures in batching mode. The key…

cs.HC2020★ 2 cited

PassVizor: Toward Better Understanding of the Dynamics of Soccer Passes

Xiao Xie, Jiachen Wang, Hongye Liang +5

In soccer, passing is the most frequent interaction between players and plays a significant role in creating scoring chances. Experts are interested in analyzing players' passing b…

cs.HC2020★ 3 cited

A Visual Analytics Approach for Exploratory Causal Analysis: Exploration, Validation, and Applications

Xiao Xie, Fan Du, Yingcai Wu

Using causal relations to guide decision making has become an essential analytical task across various domains, from marketing and medicine to education and social science. While p…

cs.HC2020★ 1 cited

PlotThread: Creating Expressive Storyline Visualizations using Reinforcement Learning

Tan Tang, Renzhong Li, Xinke Wu +7

Storyline visualizations are an effective means to present the evolution of plots and reveal the scenic interactions among characters. However, the design of storyline visualizatio…

cs.HC2020★ 3 cited

CausalFlow: Visual Analytics of Causality in Event Sequences

Xiao Xie, Moqi He, Yingcai Wu

Understanding the relation of events plays an important role in different domains, such as identifying the reasons for users' certain actions from application logs as well as expla…

cs.HC2020★ 75 cited

Towards Better Bus Networks: A Visual Analytics Approach

Di Weng, Chengbo Zheng, Zikun Deng +5

Bus routes are typically updated every 3-5 years to meet constantly changing travel demands. However, identifying deficient bus routes and finding their optimal replacements remain…

cs.CL2020★ 13 cited

Quda: Natural Language Queries for Visual Data Analytics

Siwei Fu, Kai Xiong, Xiaodong Ge +3

The identification of analytic tasks from free text is critical for visualization-oriented natural language interfaces (V-NLIs) to suggest effective visualizations. However, it is…

cs.AI2019

EcoLens: Visual Analysis of Urban Region Dynamics Using Traffic Data

Zhuochen Jin, Nan Cao, Yang Shi +2

The rapid development of urbanization during the past decades has significantly improved people's lives but also introduced new challenges on effective functional urban planning an…

cs.GR2017

Exploring the Design Space of Immersive Urban Analytics

Chen Zhu-Tian, Yifang Wang, Tianchen Sun +5

Recent years have witnessed the rapid development and wide adoption of immersive head-mounted devices, such as HTC VIVE, Oculus Rift, and Microsoft HoloLens. These immersive device…

cs.HC2017★ 20 cited

ResumeVis: A Visual Analytics System to Discover Semantic Information in Semi-structured Resume Data

Chen Zhang, Hao Wang, Yingcai Wu

Massive public resume data emerging on the WWW indicates individual-related characteristics in terms of profile and career experiences. Resume Analysis (RA) provides opportunities…