Where Are We So Far? Understanding Data Storytelling Tools from the Perspective of Human-AI Collaboration
Haotian Li, Yun Wang, Huamin Qu
CHI 2024 | May 2024
Honorable Mention Award
Yun Wang
Senior Researcher
Publications
Publications by Year
-
Piet: Facilitating Color Authoring for Motion Graphics Video
Xinyu Shi, Yinghou Wang, Yun Wang, Jian Zhao
CHI 2024 | April 2024
Best Paper, CHI 2024
-
Causality-Based Visual Analysis of Questionnaire Responses
Renzhong Li, Weiwei Cui, Tianqi Song, Xiao Xie, Rui Ding, Yun Wang, Haidong Zhang, Hong Zhou, Yingcai Wu
October 2023
Data player: Automatic generation of data videos with narration-animation interplay
Leixian Shen, Yizhi Zhang, Haidong Zhang, Yun Wang
IEEE Transactions on Visualization and Computer Graphics | October 2023
LLM4Vis: Explainable Visualization Recommendation using ChatGPT
Lei Wang, Songheng Zhang, Yun Wang, Ee-Peng Lim, Yong Wang
October 2023
Wakey-Wakey: Animate Text by Mimicking Characters in a GIF
Liwenhan Xie, Zhaoyu Zhou, Kerun Yu, Yun Wang, Huamin Qu, Siming Chen
The ACM Symposium on User Interface Software and Technology (UIST) | October 2023
Reviving Static Charts into Live Charts
Lu Ying, Yun Wang, Haotian Li, Shuguang Dou, Haidong Zhang, Xinyang Jiang, Huamin Qu, Yingcai Wu
MSR-TR-2023-37 | September 2023
Published by Microsoft
WonderFlow: Narration-Centric Design of Animated Data Videos
Yun Wang, Leixan Shen, Zhengxin You, Xinhuan Shu, Bongshin Lee, John Thompson, Haidong Zhang, Dongmei Zhang
| August 2023
Published by Microsoft
Creating Emordle: Animating Word Cloud for Emotion Expression
Liwenhan Xie, Xinhuan Shu, Jeon Cheol Su, Yun Wang, Siming Chen, Huamin Qu
IEEE Transactions on Visualization and Computer Graphics | June 2023
Geocamera: Telling stories in geographic visualizations with camera movements
Wenchao Li, Zhan Wang, Yun Wang, Di Weng, Liwenhan Xie, Siming Chen, Haidong Zhang, Huamin Qu
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023
NetworkNarratives: Data Tours for Visual Network Exploration and Analysis
Wenchao Li, Sarah Schottler, James Scott-Brown, Yun Wang, Siming Chen, Huamin Qu, Benjamin Bach
April 2023
Notable: On-the-fly Assistant for Data Storytelling in Computational Notebooks
Haotian Li, Lu Ying, Haidong Zhang, Yingcai Wu, Huamin Qu, Yun Wang
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (CHI '23) | April 2023
Why is AI not a Panacea for Data Workers? An Interview Study on Human-AI Collaboration in Data Storytelling
Haotian Li, Yun Wang, Q. Vera Liao, Huamin Qu
MSR-TR-2023-39 | April 2023
Published by Microsoft
-
Towards Natural Language-Based Visualization Authoring
Yun Wang, Zhitao Hou, Leixian Shen, Tongshuang Wu, Jiaqi Wang, He Huang, Haidong Zhang, Dongmei Zhang
IEEE Transactions on Visualization and Computer Graphics | November 2022
ChartStamp: Robust Chart Embedding for Real-World Applications
Jiayun Fu, Bin Benjamin Zhu, Haidong Zhang, Yayi Zou, Song Ge, Weiwei Cui, Yun Wang, Dongmei Zhang, Xiaojing Ma, Hai Jin
Proceedings of the 30th ACM International Conference on Multimedia (MM '22) | October 2022
GALVIS: Visualization Construction through Example-Powered Declarative Programming
Leixian Shen, Enya Shen, Zhiwei Tai, Yun Wang, Yuyu Luo, Jianmin Wang
Proceedings of the 31st ACM International Conference on Information & Knowledge Management (CIKM '22) | October 2022
Best Demo Paper Honorable Mention
Investigating the Role and Interplay of Narrations and Animations in Data Videos
Hao Cheng, Junhong Wang, Yun Wang, Bongshin Lee, Haidong Zhang, Dongmei Zhang
Computer Graphics Forum (Proceedings of EuroVis 2022) | June 2022
OneLabeler: A Flexible System for Building Data Labeling Tools
Yu Zhang, Yun Wang, Haidong Zhang, Bin Benjamin Zhu, Siming Chen, Dongmei Zhang
CHI 2022 | April 2022
GridBook: Natural Language Formulas for the Spreadsheet Grid
Sruti Srinivasa Ragavan, Zhitao Hou, Yun Wang, Andy Gordon, Haidong Zhang, Dongmei Zhang
International Conference on Intelligent User Interfaces | March 2022
-
MultiVision: Designing Analytical Dashboards with Deep Learning Based Recommendation
Aoyu Wu, Yun Wang, Mengyu Zhou, Xinyi He, Haidong Zhang, Huamin Qu, Dongmei Zhang
IEEE Transactions on Visualization and Computer Graphics | November 2021
A Mixed-Initiative Approach to Reusing Infographic Charts
Weiwei Cui, Jinpeng Wang, He Huang, Yun Wang, Chin-Yew Lin, Haidong Zhang, Dongmei Zhang
September 2021
IEEE VIS 2021
AI4VIS: Survey on Artificial Intelligence Approaches for Data Visualization
Aoyu Wu, Yun Wang, Xinhuan Shu, Dominik Moritz, Weiwei Cui, Haidong Zhang, Dongmei Zhang, Huamin Qu
IEEE Transactions on Visualization and Computer Graphics (Early Access) | July 2021
Animated Presentation of Static Infographics with InfoMotion
Yun Wang, Yi Gao, Ray Huang, Weiwei Cui, Haidong Zhang, Dongmei Zhang
Computer Graphics Forum | June 2021
Learning to Automate Chart Layout Configurations Using Crowdsourced Paired Comparison
Aoyu Wu, Liwenhan Xie, Bongshin Lee, Yun Wang, Weiwei Cui, Huamin Qu
Proceedings of the ACM Conference on Human Factors in Computing Systems | May 2021
Returning to the Office During the COVID-19 Pandemic Recovery: Early Indicators from China
Yun Wang, Ying Liu, Weiwei Cui, John Tang, Haidong Zhang, Doug Walston, Dongmei Zhang
Extended Abstracts of the CHI 2021 Conference on Human Factors in Computing Systems | May 2021
-
Chartem: Reviving Chart Images with Data Embedding
Jiayun Fu, Bin Benjamin Zhu, Weiwei Cui, Song Ge, Yun Wang, Haidong Zhang, Ray Huang, Yuanyuan Tang, Dongmei Zhang, Xiaojing Ma
IEEE Transactions on Visualization and Computer Graphics | November 2020
Improving Engagement of Animated Visualization with Visual Foreshadowing
Wenchao Li, Yun Wang, Haidong Zhang, Huamin Qu
Proceedings of the 2020 IEEE Visualization Conference (VIS) | October 2020
Practices around Working from Home and Early Indicators on Returning to Work after the COVID-19 Pandemic: Data from Microsoft China
Yun Wang, Ying Liu, Weiwei Cui, John Tang, Haidong Zhang, Doug Walston, Dongmei Zhang
August 2020
-
CloudDet: Interactive Visual Analysis of Anomalous Performances in Cloud Computing Systems
Ke Xu, Yun Wang, Leni Yang, Yifang Wang, Bo Qiao, Si Qin, Yong Xu, Haidong Zhang, Huamin Qu
IEEE Transactions on Visualization and Computer Graphics | December 2019, Vol 26(1): pp. 1107-1117
DataShot: Automatic Generation of Fact Sheets from Tabular Data
Yun Wang, Zhida Sun (intern), Haidong Zhang, Weiwei Cui, Ke Xu (intern), Xiaojuan Ma, Dongmei Zhang
IEEE Transactions on Visualization and Computer Graphics | November 2019
Text-to-Viz: Automatic Generation of Infographics from Proportion-Related Natural Language Statements
Weiwei Cui, Xiaoyu Zhang, Yun Wang, Ray Huang, Bei Chen, Lei Fang, Jian-Guang Lou, Haidong Zhang, Dongmei Zhang
IEEE Transactions on Visualization and Computer Graphics | November 2019
Towards Automated Infographic Design: Deep Learning-based Auto-Extraction of Extensible Timeline
Zhutian Chen, Yun Wang, Qianwen Wang, Yong Wang, Huamin Qu
IEEE Transactions on Visualization and Computer Graphics | November 2019
Visualization Assessment: A Machine Learning Approach
Xin Fu (intern), Yun Wang, Haoyu Dong, Weiwei Cui, Haidong Zhang
Proceedings of the 2019 IEEE VIS Conference | October 2019
Supporting Story Synthesis: Bridging the Gap between Visual Analytics and Storytelling
Siming Chen, Jie Li, Gennady Andrienko, Natalia Andrienko, Yun Wang, Phong H. Nguyen, Cagatay Turkay
IEEE Transactions on Visualization and Computer Graphics | September 2019
An Emotional Response to the Value of Visualization
Yun Wang, Adrien Segal, Roberta Klatzky, Daniel F. Keefe, Petra Isenberg, Jorn Hurtienne, Eva Hornecker, Tim Dwyer, Stephen Barrass
IEEE Computer Graphics and Applications | August 2019
-
EnsembleLens: Ensemble-based Visual Exploration of Anomaly Detection Algorithms with Multidimensional Data
Ke Xu, Meng Xia, Xing Mu, Yun Wang, Nan Cao
IEEE Transactions on Visualization and Computer Graphics | November 2018
InkPlanner: Supporting Prewriting via Intelligent Visual Diagramming
Zhicong Lu, Mingming Fan, Yun Wang, Jian Zhao, Michelle Annett, Daniel Wigdor
IEEE Transactions on Visualization and Computer Graphics | November 2018
InfoNice: Easy Creation of Information Graphics
Yun Wang, Haidong Zhang, Ray Huang, Xi Chen, Qiufeng Yin, Zhitao Hou, Dongmei Zhang, Qiong Luo, Huamin Qu
ACM CHI Conference on Human Factors in Computing Systems | April 2018
-
Animated narrative visualization for video clickstream data
Yun Wang, Zhutian Chen, Quan Li, Xiaojuan Ma, Qiong Luo, Huamin Qu
SA '16: SIGGRAPH ASIA 2016 Symposium on Visualization | November 2016
Publications by Research Area
-
Where Are We So Far? Understanding Data Storytelling Tools from the Perspective of Human-AI Collaboration
Haotian Li, Yun Wang, Huamin Qu
CHI 2024 | May 2024
Honorable Mention Award
Piet: Facilitating Color Authoring for Motion Graphics Video
Xinyu Shi, Yinghou Wang, Yun Wang, Jian Zhao
CHI 2024 | April 2024
Best Paper, CHI 2024
Causality-Based Visual Analysis of Questionnaire Responses
Renzhong Li, Weiwei Cui, Tianqi Song, Xiao Xie, Rui Ding, Yun Wang, Haidong Zhang, Hong Zhou, Yingcai Wu
October 2023
LLM4Vis: Explainable Visualization Recommendation using ChatGPT
Lei Wang, Songheng Zhang, Yun Wang, Ee-Peng Lim, Yong Wang
October 2023
Wakey-Wakey: Animate Text by Mimicking Characters in a GIF
Liwenhan Xie, Zhaoyu Zhou, Kerun Yu, Yun Wang, Huamin Qu, Siming Chen
The ACM Symposium on User Interface Software and Technology (UIST) | October 2023
Data player: Automatic generation of data videos with narration-animation interplay
Leixian Shen, Yizhi Zhang, Haidong Zhang, Yun Wang
IEEE Transactions on Visualization and Computer Graphics | October 2023
Reviving Static Charts into Live Charts
Lu Ying, Yun Wang, Haotian Li, Shuguang Dou, Haidong Zhang, Xinyang Jiang, Huamin Qu, Yingcai Wu
MSR-TR-2023-37 | September 2023
Published by Microsoft
WonderFlow: Narration-Centric Design of Animated Data Videos
Yun Wang, Leixan Shen, Zhengxin You, Xinhuan Shu, Bongshin Lee, John Thompson, Haidong Zhang, Dongmei Zhang
| August 2023
Published by Microsoft
Creating Emordle: Animating Word Cloud for Emotion Expression
Liwenhan Xie, Xinhuan Shu, Jeon Cheol Su, Yun Wang, Siming Chen, Huamin Qu
IEEE Transactions on Visualization and Computer Graphics | June 2023
Geocamera: Telling stories in geographic visualizations with camera movements
Wenchao Li, Zhan Wang, Yun Wang, Di Weng, Liwenhan Xie, Siming Chen, Haidong Zhang, Huamin Qu
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023
NetworkNarratives: Data Tours for Visual Network Exploration and Analysis
Wenchao Li, Sarah Schottler, James Scott-Brown, Yun Wang, Siming Chen, Huamin Qu, Benjamin Bach
April 2023
Notable: On-the-fly Assistant for Data Storytelling in Computational Notebooks
Haotian Li, Lu Ying, Haidong Zhang, Yingcai Wu, Huamin Qu, Yun Wang
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (CHI '23) | April 2023
Why is AI not a Panacea for Data Workers? An Interview Study on Human-AI Collaboration in Data Storytelling
Haotian Li, Yun Wang, Q. Vera Liao, Huamin Qu
MSR-TR-2023-39 | April 2023
Published by Microsoft
Towards Natural Language-Based Visualization Authoring
Yun Wang, Zhitao Hou, Leixian Shen, Tongshuang Wu, Jiaqi Wang, He Huang, Haidong Zhang, Dongmei Zhang
IEEE Transactions on Visualization and Computer Graphics | November 2022
GALVIS: Visualization Construction through Example-Powered Declarative Programming
Leixian Shen, Enya Shen, Zhiwei Tai, Yun Wang, Yuyu Luo, Jianmin Wang
Proceedings of the 31st ACM International Conference on Information & Knowledge Management (CIKM '22) | October 2022
Best Demo Paper Honorable Mention
ChartStamp: Robust Chart Embedding for Real-World Applications
Jiayun Fu, Bin Benjamin Zhu, Haidong Zhang, Yayi Zou, Song Ge, Weiwei Cui, Yun Wang, Dongmei Zhang, Xiaojing Ma, Hai Jin
Proceedings of the 30th ACM International Conference on Multimedia (MM '22) | October 2022
Investigating the Role and Interplay of Narrations and Animations in Data Videos
Hao Cheng, Junhong Wang, Yun Wang, Bongshin Lee, Haidong Zhang, Dongmei Zhang
Computer Graphics Forum (Proceedings of EuroVis 2022) | June 2022
OneLabeler: A Flexible System for Building Data Labeling Tools
Yu Zhang, Yun Wang, Haidong Zhang, Bin Benjamin Zhu, Siming Chen, Dongmei Zhang
CHI 2022 | April 2022
GridBook: Natural Language Formulas for the Spreadsheet Grid
Sruti Srinivasa Ragavan, Zhitao Hou, Yun Wang, Andy Gordon, Haidong Zhang, Dongmei Zhang
International Conference on Intelligent User Interfaces | March 2022
MultiVision: Designing Analytical Dashboards with Deep Learning Based Recommendation
Aoyu Wu, Yun Wang, Mengyu Zhou, Xinyi He, Haidong Zhang, Huamin Qu, Dongmei Zhang
IEEE Transactions on Visualization and Computer Graphics | November 2021
A Mixed-Initiative Approach to Reusing Infographic Charts
Weiwei Cui, Jinpeng Wang, He Huang, Yun Wang, Chin-Yew Lin, Haidong Zhang, Dongmei Zhang
September 2021
IEEE VIS 2021
AI4VIS: Survey on Artificial Intelligence Approaches for Data Visualization
Aoyu Wu, Yun Wang, Xinhuan Shu, Dominik Moritz, Weiwei Cui, Haidong Zhang, Dongmei Zhang, Huamin Qu
IEEE Transactions on Visualization and Computer Graphics (Early Access) | July 2021
Animated Presentation of Static Infographics with InfoMotion
Yun Wang, Yi Gao, Ray Huang, Weiwei Cui, Haidong Zhang, Dongmei Zhang
Computer Graphics Forum | June 2021
Returning to the Office During the COVID-19 Pandemic Recovery: Early Indicators from China
Yun Wang, Ying Liu, Weiwei Cui, John Tang, Haidong Zhang, Doug Walston, Dongmei Zhang
Extended Abstracts of the CHI 2021 Conference on Human Factors in Computing Systems | May 2021
Learning to Automate Chart Layout Configurations Using Crowdsourced Paired Comparison
Aoyu Wu, Liwenhan Xie, Bongshin Lee, Yun Wang, Weiwei Cui, Huamin Qu
Proceedings of the ACM Conference on Human Factors in Computing Systems | May 2021
Chartem: Reviving Chart Images with Data Embedding
Jiayun Fu, Bin Benjamin Zhu, Weiwei Cui, Song Ge, Yun Wang, Haidong Zhang, Ray Huang, Yuanyuan Tang, Dongmei Zhang, Xiaojing Ma
IEEE Transactions on Visualization and Computer Graphics | November 2020
Improving Engagement of Animated Visualization with Visual Foreshadowing
Wenchao Li, Yun Wang, Haidong Zhang, Huamin Qu
Proceedings of the 2020 IEEE Visualization Conference (VIS) | October 2020
Practices around Working from Home and Early Indicators on Returning to Work after the COVID-19 Pandemic: Data from Microsoft China
Yun Wang, Ying Liu, Weiwei Cui, John Tang, Haidong Zhang, Doug Walston, Dongmei Zhang
August 2020
CloudDet: Interactive Visual Analysis of Anomalous Performances in Cloud Computing Systems
Ke Xu, Yun Wang, Leni Yang, Yifang Wang, Bo Qiao, Si Qin, Yong Xu, Haidong Zhang, Huamin Qu
IEEE Transactions on Visualization and Computer Graphics | December 2019, Vol 26(1): pp. 1107-1117
Towards Automated Infographic Design: Deep Learning-based Auto-Extraction of Extensible Timeline
Zhutian Chen, Yun Wang, Qianwen Wang, Yong Wang, Huamin Qu
IEEE Transactions on Visualization and Computer Graphics | November 2019
DataShot: Automatic Generation of Fact Sheets from Tabular Data
Yun Wang, Zhida Sun (intern), Haidong Zhang, Weiwei Cui, Ke Xu (intern), Xiaojuan Ma, Dongmei Zhang
IEEE Transactions on Visualization and Computer Graphics | November 2019
Text-to-Viz: Automatic Generation of Infographics from Proportion-Related Natural Language Statements
Weiwei Cui, Xiaoyu Zhang, Yun Wang, Ray Huang, Bei Chen, Lei Fang, Jian-Guang Lou, Haidong Zhang, Dongmei Zhang
IEEE Transactions on Visualization and Computer Graphics | November 2019
Visualization Assessment: A Machine Learning Approach
Xin Fu (intern), Yun Wang, Haoyu Dong, Weiwei Cui, Haidong Zhang
Proceedings of the 2019 IEEE VIS Conference | October 2019
Supporting Story Synthesis: Bridging the Gap between Visual Analytics and Storytelling
Siming Chen, Jie Li, Gennady Andrienko, Natalia Andrienko, Yun Wang, Phong H. Nguyen, Cagatay Turkay
IEEE Transactions on Visualization and Computer Graphics | September 2019
An Emotional Response to the Value of Visualization
Yun Wang, Adrien Segal, Roberta Klatzky, Daniel F. Keefe, Petra Isenberg, Jorn Hurtienne, Eva Hornecker, Tim Dwyer, Stephen Barrass
IEEE Computer Graphics and Applications | August 2019
EnsembleLens: Ensemble-based Visual Exploration of Anomaly Detection Algorithms with Multidimensional Data
Ke Xu, Meng Xia, Xing Mu, Yun Wang, Nan Cao
IEEE Transactions on Visualization and Computer Graphics | November 2018
InkPlanner: Supporting Prewriting via Intelligent Visual Diagramming
Zhicong Lu, Mingming Fan, Yun Wang, Jian Zhao, Michelle Annett, Daniel Wigdor
IEEE Transactions on Visualization and Computer Graphics | November 2018
InfoNice: Easy Creation of Information Graphics
Yun Wang, Haidong Zhang, Ray Huang, Xi Chen, Qiufeng Yin, Zhitao Hou, Dongmei Zhang, Qiong Luo, Huamin Qu
ACM CHI Conference on Human Factors in Computing Systems | April 2018
Animated narrative visualization for video clickstream data
Yun Wang, Zhutian Chen, Quan Li, Xiaojuan Ma, Qiong Luo, Huamin Qu
SA '16: SIGGRAPH ASIA 2016 Symposium on Visualization | November 2016
-
Towards Natural Language-Based Visualization Authoring
Yun Wang, Zhitao Hou, Leixian Shen, Tongshuang Wu, Jiaqi Wang, He Huang, Haidong Zhang, Dongmei Zhang
IEEE Transactions on Visualization and Computer Graphics | November 2022
Investigating the Role and Interplay of Narrations and Animations in Data Videos
Hao Cheng, Junhong Wang, Yun Wang, Bongshin Lee, Haidong Zhang, Dongmei Zhang
Computer Graphics Forum (Proceedings of EuroVis 2022) | June 2022
AI4VIS: Survey on Artificial Intelligence Approaches for Data Visualization
Aoyu Wu, Yun Wang, Xinhuan Shu, Dominik Moritz, Weiwei Cui, Haidong Zhang, Dongmei Zhang, Huamin Qu
IEEE Transactions on Visualization and Computer Graphics (Early Access) | July 2021
Learning to Automate Chart Layout Configurations Using Crowdsourced Paired Comparison
Aoyu Wu, Liwenhan Xie, Bongshin Lee, Yun Wang, Weiwei Cui, Huamin Qu
Proceedings of the ACM Conference on Human Factors in Computing Systems | May 2021
Chartem: Reviving Chart Images with Data Embedding
Jiayun Fu, Bin Benjamin Zhu, Weiwei Cui, Song Ge, Yun Wang, Haidong Zhang, Ray Huang, Yuanyuan Tang, Dongmei Zhang, Xiaojing Ma
IEEE Transactions on Visualization and Computer Graphics | November 2020
Supporting Story Synthesis: Bridging the Gap between Visual Analytics and Storytelling
Siming Chen, Jie Li, Gennady Andrienko, Natalia Andrienko, Yun Wang, Phong H. Nguyen, Cagatay Turkay
IEEE Transactions on Visualization and Computer Graphics | September 2019
EnsembleLens: Ensemble-based Visual Exploration of Anomaly Detection Algorithms with Multidimensional Data
Ke Xu, Meng Xia, Xing Mu, Yun Wang, Nan Cao
IEEE Transactions on Visualization and Computer Graphics | November 2018
-
GridBook: Natural Language Formulas for the Spreadsheet Grid
Sruti Srinivasa Ragavan, Zhitao Hou, Yun Wang, Andy Gordon, Haidong Zhang, Dongmei Zhang
International Conference on Intelligent User Interfaces | March 2022
MultiVision: Designing Analytical Dashboards with Deep Learning Based Recommendation
Aoyu Wu, Yun Wang, Mengyu Zhou, Xinyi He, Haidong Zhang, Huamin Qu, Dongmei Zhang
IEEE Transactions on Visualization and Computer Graphics | November 2021
AI4VIS: Survey on Artificial Intelligence Approaches for Data Visualization
Aoyu Wu, Yun Wang, Xinhuan Shu, Dominik Moritz, Weiwei Cui, Haidong Zhang, Dongmei Zhang, Huamin Qu
IEEE Transactions on Visualization and Computer Graphics (Early Access) | July 2021
Chartem: Reviving Chart Images with Data Embedding
Jiayun Fu, Bin Benjamin Zhu, Weiwei Cui, Song Ge, Yun Wang, Haidong Zhang, Ray Huang, Yuanyuan Tang, Dongmei Zhang, Xiaojing Ma
IEEE Transactions on Visualization and Computer Graphics | November 2020
CloudDet: Interactive Visual Analysis of Anomalous Performances in Cloud Computing Systems
Ke Xu, Yun Wang, Leni Yang, Yifang Wang, Bo Qiao, Si Qin, Yong Xu, Haidong Zhang, Huamin Qu
IEEE Transactions on Visualization and Computer Graphics | December 2019, Vol 26(1): pp. 1107-1117
Towards Automated Infographic Design: Deep Learning-based Auto-Extraction of Extensible Timeline
Zhutian Chen, Yun Wang, Qianwen Wang, Yong Wang, Huamin Qu
IEEE Transactions on Visualization and Computer Graphics | November 2019
Visualization Assessment: A Machine Learning Approach
Xin Fu (intern), Yun Wang, Haoyu Dong, Weiwei Cui, Haidong Zhang
Proceedings of the 2019 IEEE VIS Conference | October 2019
-
GridBook: Natural Language Formulas for the Spreadsheet Grid
Sruti Srinivasa Ragavan, Zhitao Hou, Yun Wang, Andy Gordon, Haidong Zhang, Dongmei Zhang
International Conference on Intelligent User Interfaces | March 2022
-
Publications by Type
-
Causality-Based Visual Analysis of Questionnaire Responses
Renzhong Li, Weiwei Cui, Tianqi Song, Xiao Xie, Rui Ding, Yun Wang, Haidong Zhang, Hong Zhou, Yingcai Wu
October 2023
Data player: Automatic generation of data videos with narration-animation interplay
Leixian Shen, Yizhi Zhang, Haidong Zhang, Yun Wang
IEEE Transactions on Visualization and Computer Graphics | October 2023
Creating Emordle: Animating Word Cloud for Emotion Expression
Liwenhan Xie, Xinhuan Shu, Jeon Cheol Su, Yun Wang, Siming Chen, Huamin Qu
IEEE Transactions on Visualization and Computer Graphics | June 2023
Investigating the Role and Interplay of Narrations and Animations in Data Videos
Hao Cheng, Junhong Wang, Yun Wang, Bongshin Lee, Haidong Zhang, Dongmei Zhang
Computer Graphics Forum (Proceedings of EuroVis 2022) | June 2022
MultiVision: Designing Analytical Dashboards with Deep Learning Based Recommendation
Aoyu Wu, Yun Wang, Mengyu Zhou, Xinyi He, Haidong Zhang, Huamin Qu, Dongmei Zhang
IEEE Transactions on Visualization and Computer Graphics | November 2021
AI4VIS: Survey on Artificial Intelligence Approaches for Data Visualization
Aoyu Wu, Yun Wang, Xinhuan Shu, Dominik Moritz, Weiwei Cui, Haidong Zhang, Dongmei Zhang, Huamin Qu
IEEE Transactions on Visualization and Computer Graphics (Early Access) | July 2021
Animated Presentation of Static Infographics with InfoMotion
Yun Wang, Yi Gao, Ray Huang, Weiwei Cui, Haidong Zhang, Dongmei Zhang
Computer Graphics Forum | June 2021
Chartem: Reviving Chart Images with Data Embedding
Jiayun Fu, Bin Benjamin Zhu, Weiwei Cui, Song Ge, Yun Wang, Haidong Zhang, Ray Huang, Yuanyuan Tang, Dongmei Zhang, Xiaojing Ma
IEEE Transactions on Visualization and Computer Graphics | November 2020
CloudDet: Interactive Visual Analysis of Anomalous Performances in Cloud Computing Systems
Ke Xu, Yun Wang, Leni Yang, Yifang Wang, Bo Qiao, Si Qin, Yong Xu, Haidong Zhang, Huamin Qu
IEEE Transactions on Visualization and Computer Graphics | December 2019, Vol 26(1): pp. 1107-1117
Towards Automated Infographic Design: Deep Learning-based Auto-Extraction of Extensible Timeline
Zhutian Chen, Yun Wang, Qianwen Wang, Yong Wang, Huamin Qu
IEEE Transactions on Visualization and Computer Graphics | November 2019
DataShot: Automatic Generation of Fact Sheets from Tabular Data
Yun Wang, Zhida Sun (intern), Haidong Zhang, Weiwei Cui, Ke Xu (intern), Xiaojuan Ma, Dongmei Zhang
IEEE Transactions on Visualization and Computer Graphics | November 2019
Text-to-Viz: Automatic Generation of Infographics from Proportion-Related Natural Language Statements
Weiwei Cui, Xiaoyu Zhang, Yun Wang, Ray Huang, Bei Chen, Lei Fang, Jian-Guang Lou, Haidong Zhang, Dongmei Zhang
IEEE Transactions on Visualization and Computer Graphics | November 2019
Supporting Story Synthesis: Bridging the Gap between Visual Analytics and Storytelling
Siming Chen, Jie Li, Gennady Andrienko, Natalia Andrienko, Yun Wang, Phong H. Nguyen, Cagatay Turkay
IEEE Transactions on Visualization and Computer Graphics | September 2019
An Emotional Response to the Value of Visualization
Yun Wang, Adrien Segal, Roberta Klatzky, Daniel F. Keefe, Petra Isenberg, Jorn Hurtienne, Eva Hornecker, Tim Dwyer, Stephen Barrass
IEEE Computer Graphics and Applications | August 2019
EnsembleLens: Ensemble-based Visual Exploration of Anomaly Detection Algorithms with Multidimensional Data
Ke Xu, Meng Xia, Xing Mu, Yun Wang, Nan Cao
IEEE Transactions on Visualization and Computer Graphics | November 2018
InkPlanner: Supporting Prewriting via Intelligent Visual Diagramming
Zhicong Lu, Mingming Fan, Yun Wang, Jian Zhao, Michelle Annett, Daniel Wigdor
IEEE Transactions on Visualization and Computer Graphics | November 2018
-
Where Are We So Far? Understanding Data Storytelling Tools from the Perspective of Human-AI Collaboration
Haotian Li, Yun Wang, Huamin Qu
CHI 2024 | May 2024
Honorable Mention Award
Piet: Facilitating Color Authoring for Motion Graphics Video
Xinyu Shi, Yinghou Wang, Yun Wang, Jian Zhao
CHI 2024 | April 2024
Best Paper, CHI 2024
LLM4Vis: Explainable Visualization Recommendation using ChatGPT
Lei Wang, Songheng Zhang, Yun Wang, Ee-Peng Lim, Yong Wang
October 2023
Wakey-Wakey: Animate Text by Mimicking Characters in a GIF
Liwenhan Xie, Zhaoyu Zhou, Kerun Yu, Yun Wang, Huamin Qu, Siming Chen
The ACM Symposium on User Interface Software and Technology (UIST) | October 2023
Geocamera: Telling stories in geographic visualizations with camera movements
Wenchao Li, Zhan Wang, Yun Wang, Di Weng, Liwenhan Xie, Siming Chen, Haidong Zhang, Huamin Qu
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023
NetworkNarratives: Data Tours for Visual Network Exploration and Analysis
Wenchao Li, Sarah Schottler, James Scott-Brown, Yun Wang, Siming Chen, Huamin Qu, Benjamin Bach
April 2023
Notable: On-the-fly Assistant for Data Storytelling in Computational Notebooks
Haotian Li, Lu Ying, Haidong Zhang, Yingcai Wu, Huamin Qu, Yun Wang
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (CHI '23) | April 2023
Towards Natural Language-Based Visualization Authoring
Yun Wang, Zhitao Hou, Leixian Shen, Tongshuang Wu, Jiaqi Wang, He Huang, Haidong Zhang, Dongmei Zhang
IEEE Transactions on Visualization and Computer Graphics | November 2022
GALVIS: Visualization Construction through Example-Powered Declarative Programming
Leixian Shen, Enya Shen, Zhiwei Tai, Yun Wang, Yuyu Luo, Jianmin Wang
Proceedings of the 31st ACM International Conference on Information & Knowledge Management (CIKM '22) | October 2022
Best Demo Paper Honorable Mention
ChartStamp: Robust Chart Embedding for Real-World Applications
Jiayun Fu, Bin Benjamin Zhu, Haidong Zhang, Yayi Zou, Song Ge, Weiwei Cui, Yun Wang, Dongmei Zhang, Xiaojing Ma, Hai Jin
Proceedings of the 30th ACM International Conference on Multimedia (MM '22) | October 2022
OneLabeler: A Flexible System for Building Data Labeling Tools
Yu Zhang, Yun Wang, Haidong Zhang, Bin Benjamin Zhu, Siming Chen, Dongmei Zhang
CHI 2022 | April 2022
GridBook: Natural Language Formulas for the Spreadsheet Grid
Sruti Srinivasa Ragavan, Zhitao Hou, Yun Wang, Andy Gordon, Haidong Zhang, Dongmei Zhang
International Conference on Intelligent User Interfaces | March 2022
Returning to the Office During the COVID-19 Pandemic Recovery: Early Indicators from China
Yun Wang, Ying Liu, Weiwei Cui, John Tang, Haidong Zhang, Doug Walston, Dongmei Zhang
Extended Abstracts of the CHI 2021 Conference on Human Factors in Computing Systems | May 2021
Learning to Automate Chart Layout Configurations Using Crowdsourced Paired Comparison
Aoyu Wu, Liwenhan Xie, Bongshin Lee, Yun Wang, Weiwei Cui, Huamin Qu
Proceedings of the ACM Conference on Human Factors in Computing Systems | May 2021
Improving Engagement of Animated Visualization with Visual Foreshadowing
Wenchao Li, Yun Wang, Haidong Zhang, Huamin Qu
Proceedings of the 2020 IEEE Visualization Conference (VIS) | October 2020
Visualization Assessment: A Machine Learning Approach
Xin Fu (intern), Yun Wang, Haoyu Dong, Weiwei Cui, Haidong Zhang
Proceedings of the 2019 IEEE VIS Conference | October 2019
InfoNice: Easy Creation of Information Graphics
Yun Wang, Haidong Zhang, Ray Huang, Xi Chen, Qiufeng Yin, Zhitao Hou, Dongmei Zhang, Qiong Luo, Huamin Qu
ACM CHI Conference on Human Factors in Computing Systems | April 2018
Animated narrative visualization for video clickstream data
Yun Wang, Zhutian Chen, Quan Li, Xiaojuan Ma, Qiong Luo, Huamin Qu
SA '16: SIGGRAPH ASIA 2016 Symposium on Visualization | November 2016
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Reviving Static Charts into Live Charts
Lu Ying, Yun Wang, Haotian Li, Shuguang Dou, Haidong Zhang, Xinyang Jiang, Huamin Qu, Yingcai Wu
MSR-TR-2023-37 | September 2023
Published by Microsoft
WonderFlow: Narration-Centric Design of Animated Data Videos
Yun Wang, Leixan Shen, Zhengxin You, Xinhuan Shu, Bongshin Lee, John Thompson, Haidong Zhang, Dongmei Zhang
| August 2023
Published by Microsoft
Why is AI not a Panacea for Data Workers? An Interview Study on Human-AI Collaboration in Data Storytelling
Haotian Li, Yun Wang, Q. Vera Liao, Huamin Qu
MSR-TR-2023-39 | April 2023
Published by Microsoft
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A Mixed-Initiative Approach to Reusing Infographic Charts
Weiwei Cui, Jinpeng Wang, He Huang, Yun Wang, Chin-Yew Lin, Haidong Zhang, Dongmei Zhang
September 2021
IEEE VIS 2021
Practices around Working from Home and Early Indicators on Returning to Work after the COVID-19 Pandemic: Data from Microsoft China
Yun Wang, Ying Liu, Weiwei Cui, John Tang, Haidong Zhang, Doug Walston, Dongmei Zhang
August 2020