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Lixiang Zhao, Tobias Isenberg, Fuqi Xie, Hai-Ning Liang, Lingyun Yu
VIS: IEEE Transactions on Visualization and Computer Graphics, 2025
Visualizing on the Wrist: Impact of Motion, Dial Shape and Visualization Type on Smartwatch
Zhouxuan Xia, Fengyuan Lia, Jinyuan Du, Yu Liu.
IEEE VIS 2025, Short Paper
BibTeX Citation
@inproceedings{Xia:2025:VisualizingWrist,
TITLE = {{Visualizing on the Wrist: Impact of Motion, Dial Shape and Visualization Type on Smartwatch}},
AUTHOR = {Xia, Zhouxuan and Li, Fengyuan and Du, Jinyuan and Liu, Yu},
ADDRESS = {Vienna, Austria},
YEAR = {2025},
MONTH = Nov,
DOI = {}
}

Lixiang Zhao, Tobias Isenberg, Fuqi Xie, Hai-Ning Liang, Lingyun Yu
VIS: IEEE Transactions on Visualization and Computer Graphics, 2025
Structured AI Agents for Reliable Visualization Report Generation
Junhao Zhao, Lijie Yao.
IEEE VIS 2025 workshop on GenAI, Agents, and the Future of VIS (VISxGenAI).
BibTeX Citation
@inproceedings{Zhao:2025:StructuredAgents,
TITLE = {{Structured AI Agents for Reliable Visualization Report Generation}},
AUTHOR = {Zhao, Junhao and Yao, Lijie},
BOOKTITLE = {{IEEE VIS Workshop on GenAI, Agents, and the Future of VIS}},
ADDRESS = {Vienna, Austria},
YEAR = {2025},
MONTH = Nov,
NOTE = {To appear},
DOI = {},
KEYWORDS = {structured AI agents, reliable visualization, hallucination reduction},
PDF = {http://lijieyao.com/assets/pdf/Structured_AI_Agents_for_Reliable_Visualization_Report_Generation.pdf},
}

Lixiang Zhao, Tobias Isenberg, Fuqi Xie, Hai-Ning Liang, Lingyun Yu
VIS: IEEE Transactions on Visualization and Computer Graphics, 2025
InTouch: Rethinking Annotation and Note-taking in Tactile Graphics and Visualizations
Shuqi He, Lingyun Yu.
IEEE VIS 2025, AccessViz: 2nd Workshop on Accessible Data Visualization
BibTeX Citation
@inproceedings{He:2025:InTouch,
title = "InTouch: Rethinking Annotation and Note-taking in Tactile Graphics and Visualizations",
author = "Shuqi He and Lingyun Yu",
year = "2025",
month = nov,
language = "English",
booktitle = "2025 IEEE Visualization & Visual Analytics (IEEE VIS)",
}
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Lixiang Zhao, Tobias Isenberg, Fuqi Xie, Hai-Ning Liang, Lingyun Yu
VIS: IEEE Transactions on Visualization and Computer Graphics, 2025
Input Physicalization in Practice: An Instructional Walkthrough with Visualization Novices
Lijie Yao, Yuming Zhang, Yu Liu.
IEEE VIS 2025 workshop on Input Visualization (InputVis).
BibTeX Citation
@inproceedings{Yao:2025:InputPhysicalization,
TITLE = {{Input Physicalization in Practice: An Instructional Walkthrough with Visualization Novices}},
AUTHOR = {Yao, Lijie and Zhang, Yuming and Liu, Yu},
BOOKTITLE = {{IEEE VIS Workshop on Input Visualization}},
ADDRESS = {Vienna, Austria},
YEAR = {2025},
MONTH = Nov,
NOTE = {To appear},
DOI = {},
KEYWORDS = {physicalization, personal data, design walkthrough},
PDF = {http://lijieyao.com/assets/pdf/Input_Physicalization_in_Practice_An_Instructional_Walkthrough_with_Visualization_Novices.pdf},
}
Early Exploration into AI-Assisted Visual Analytics for Dynamic Videos
Qi Guo, Junyi Li, Jiayi Hong, and Lijie Yao.
IEEE VIS 2025, workshop on GenAI, Agents, and the Future of VIS (VISxGenAI)
BibTeX Citation
@inproceedings{Qi:2025:EarlyExploration,
TITLE = {{Early Exploration into AI-Assisted Visual Analytics for Dynamic Videos}},
AUTHOR = {Qi, Guoy and Li, Junyi and Hong, Jiayi and Yao, Lijie},
BOOKTITLE = {{IEEE VIS Workshop on GenAI, Agents, and the Future of VIS}},
ADDRESS = {Vienna, Austria},
YEAR = {2025},
MONTH = Nov,
NOTE = {To appear},
DOI = {},
KEYWORDS = {visualization, video analysis, large language model},
PDF = {http://lijieyao.com/assets/pdf/Early_Exploration_into_AI-Assisted_Visual_Analytics_for_Dynamic_Videos.pdf},
}
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Lixiang Zhao, Tobias Isenberg, Fuqi Xie, Hai-Ning Liang, Lingyun Yu
VIS: IEEE Transactions on Visualization and Computer Graphics, 2025
Designing Visualization Widgets for Tangible Data Exploration: A Systematic Review
Haonan Yao, Lingyun Yu, and Lijie Yao.
IEEE VIS 2025, Short Paper
BibTeX Citation
@inproceedings{Yao:2025:PhysicalVisWidget,
TITLE = {{Designing Visualization Widgets for Tangible Data Exploration: A Systematic Review}},
AUTHOR = {Yao, Haonan and Yu, Lingyun and Yao, Lijie},
URL = {http://physicalviswidget.github.io/},
NOTE = {To appear},
BOOKTITLE = {{IEEE Visualization & Visual Analytics (IEEE VIS)}},
ADDRESS = {Los Alamitos, CA, USA, United States},
YEAR = {2025},
MONTH = Nov,
DOI = {10.48550/arXiv.2507.00775},
KEYWORDS = {visualization widget, tangible interaction, data exploration},
PDF = {http://lijieyao.com/assets/pdf/Designing_Visualization_Widgets_for_Tangible_Data_Exploration_A_Systematic_Review.pdf},
}
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Lixiang Zhao, Tobias Isenberg, Fuqi Xie, Hai-Ning Liang, Lingyun Yu
VIS: IEEE Transactions on Visualization and Computer Graphics, 2025
BibTeX Citation
@inproceedings{Li:2025:RouteFlow,
author = {Li, Duan and Guo, Xinyuan and Shu, Xinhuan and Xiao, Lanxi and Yu, Lingyun and Liu, Shixia},
title = {RouteFlow: Trajectory-Aware Animated Transitions},
year = {2025},
isbn = {9798400713941},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {http://doi.org/10.1145/3706598.3714300},
doi = {10.1145/3706598.3714300},
booktitle = {Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems},
articleno = {1116},
numpages = {17},
keywords = {trajectory data, animation, edge bundling},
location = {},
series = {CHI ’25}
}

Lixiang Zhao, Tobias Isenberg, Fuqi Xie, Hai-Ning Liang, Lingyun Yu
VIS: IEEE Transactions on Visualization and Computer Graphics, 2025
From Sports Videos to Immersive Training: Augmenting Human Motion to Enrich Basketball Training Experience
Yihong Wu, Xiao Xie, Lingyun Yu, Xinyi Ruan, Runzhou Li, Liqi Cheng, Shuainan Ye, Dazhen Deng, Hui Zhang, Yingcai Wu.
Proceedings of the 38th Annual ACM Symposium on User Interface Software and Technology (UIST)
BibTeX Citation
@ARTICLE{Zhao:2025:SpatialTouch,
author={Zhao, Lixiang and Isenberg, Tobias and Xie, Fuqi and Liang, Hai-Ning and Yu, Lingyun},
journal={IEEE Transactions on Visualization and Computer Graphics},
title={SpatialTouch: Exploring Spatial Data Visualizations in Cross-Reality},
year={2025},
volume={31},
number={1},
pages={897-907},
doi={10.1109/TVCG.2024.3456368}}

Lixiang Zhao, Tobias Isenberg, Fuqi Xie, Hai-Ning Liang, Lingyun Yu
VIS: IEEE Transactions on Visualization and Computer Graphics, 2025
BibTeX Citation
@article{Yao:2025:VideoGame,
TITLE = {{User Experience of Visualizations in Motion: A Case Study and Design Considerations}},
AUTHOR = {Yao, Lijie and Bucchieri, Federica and Mcarthur, Victoria and Bezerianos, Anastasia and Isenberg, Petra},
URL = {http://doi.org/10.1109/tvcg.2024.3456319},
JOURNAL = {{IEEE Transactions on Visualization and Computer Graphics}},
PUBLISHER = {{Institute of Electrical and Electronics Engineers}},
VOLUME = {31},
NUMBER = {1},
PAGES = {174--184},
YEAR = {2025},
MONTH = Jan,
DOI = {10.1109/tvcg.2024.3456319},
KEYWORDS = {Situated visualization ; Visualization in motion ; Design considerations},
PDF = {http://lijieyao.com/assets/pdf/User_Experience_of_Visualizations_in_Motion_A_Case_Study_and_Design_Considerations.pdf},
}

Lixiang Zhao, Tobias Isenberg, Fuqi Xie, Hai-Ning Liang, Lingyun Yu
VIS: IEEE Transactions on Visualization and Computer Graphics, 2025
SpatialTouch: Exploring Spatial Data Visualizations in Cross-reality
Lixiang Zhao, Tobias Isenberg, Fuqi Xie, Hai-Ning Liang, and Lingyun Yu.
IEEE Transactions on Visualization and Computer Graphics, 31(1):897–907, January 2025.
BibTeX Citation
@ARTICLE{Zhao:2025:SpatialTouch,
author={Zhao, Lixiang and Isenberg, Tobias and Xie, Fuqi and Liang, Hai-Ning and Yu, Lingyun},
journal={IEEE Transactions on Visualization and Computer Graphics},
title={SpatialTouch: Exploring Spatial Data Visualizations in Cross-Reality},
year={2025},
volume={31},
number={1},
pages={897-907},
doi={10.1109/TVCG.2024.3456368}}

Lixiang Zhao, Tobias Isenberg, Fuqi Xie, Hai-Ning Liang, Lingyun Yu
VIS: IEEE Transactions on Visualization and Computer Graphics, 2025
BibTeX Citation
@ARTICLE{Zhao:2025:SpatialTouch,
author={Zhao, Lixiang and Isenberg, Tobias and Xie, Fuqi and Liang, Hai-Ning and Yu, Lingyun},
journal={IEEE Transactions on Visualization and Computer Graphics},
title={SpatialTouch: Exploring Spatial Data Visualizations in Cross-Reality},
year={2025},
volume={31},
number={1},
pages={897-907},
doi={10.1109/TVCG.2024.3456368}}

Lixiang Zhao, Tobias Isenberg, Fuqi Xie, Hai-Ning Liang, Lingyun Yu
VIS: IEEE Transactions on Visualization and Computer Graphics, 2025
BibTeX Citation
@ARTICLE{Zhao:2025:SpatialTouch,
author={Zhao, Lixiang and Isenberg, Tobias and Xie, Fuqi and Liang, Hai-Ning and Yu, Lingyun},
journal={IEEE Transactions on Visualization and Computer Graphics},
title={SpatialTouch: Exploring Spatial Data Visualizations in Cross-Reality},
year={2025},
volume={31},
number={1},
pages={897-907},
doi={10.1109/TVCG.2024.3456368}}

Lixiang Zhao, Tobias Isenberg, Fuqi Xie, Hai-Ning Liang, Lingyun Yu
VIS: IEEE Transactions on Visualization and Computer Graphics, 2025
BibTeX Citation
@article{Yao:2024:Swimming,
TITLE = {{Designing for Visualization in Motion: Embedding Visualizations in Swimming Videos}},
AUTHOR = {Yao, Lijie and Vuillemot, Romain and Bezerianos, Anastasia and Isenberg, Petra},
URL = {http://doi.org/10.1109/tvcg.2023.334},
JOURNAL = {{IEEE Transactions on Visualization and Computer Graphics}},
PUBLISHER = {{Institute of Electrical and Electronics Engineers}},
VOLUME = {30},
NUMBER = {3},
PAGES = {1821-1836},
YEAR = {2024},
MONTH = Mar,
DOI = {10.1109/tvcg.2023.3341990},
KEYWORDS = {Embedded visualization ; sports analytics ; design framework ; visualization in motion},
PDF = {http://lijieyao.com/assets/pdf/Designing_for_Visualization_in_Motion_Embedding_Visualizations_in_Swimming_Videos.pdf},
}

Lixiang Zhao, Tobias Isenberg, Fuqi Xie, Hai-Ning Liang, Lingyun Yu
VIS: IEEE Transactions on Visualization and Computer Graphics, 2025
BibTeX Citation
@ARTICLE{Zhao:2025:SpatialTouch,
author={Zhao, Lixiang and Isenberg, Tobias and Xie, Fuqi and Liang, Hai-Ning and Yu, Lingyun},
journal={IEEE Transactions on Visualization and Computer Graphics},
title={SpatialTouch: Exploring Spatial Data Visualizations in Cross-Reality},
year={2025},
volume={31},
number={1},
pages={897-907},
doi={10.1109/TVCG.2024.3456368}}

Lixiang Zhao, Tobias Isenberg, Fuqi Xie, Hai-Ning Liang, Lingyun Yu
VIS: IEEE Transactions on Visualization and Computer Graphics, 2025
BibTeX Citation
@inproceedings{10.1145/3613904.3642740,
author = {He, Shuqi and Yao, Haonan and Jiang, Luyan and Li, Kaiwen and Xiang, Nan and Li, Yue and Liang, Hai-Ning and Yu, Lingyun},
title = {Data Cubes in Hand: A Design Space of Tangible Cubes for Visualizing 3D Spatio-Temporal Data in Mixed Reality},
year = {2024},
isbn = {9798400703300},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {http://doi.org/10.1145/3613904.3642740},
doi = {10.1145/3613904.3642740},
abstract = {Tangible interfaces in mixed reality (MR) environments allow for intuitive data interactions. Tangible cubes, with their rich interaction affordances, high maneuverability, and stable structure, are particularly well-suited for exploring multi-dimensional data types. However, the design potential of these cubes is underexplored. This study introduces a design space for tangible cubes in MR, focusing on interaction space, visualization space, sizes, and multiplicity. Using spatio-temporal data, we explored the interaction affordances of these cubes in a workshop (N=24). We identified unique interactions like rotating, tapping, and stacking, which are linked to augmented reality (AR) visualization commands. Integrating user-identified interactions, we created a design space for tangible-cube interactions and visualization. A prototype visualizing global health spending with small cubes was developed and evaluated, supporting both individual and combined cube manipulation. This research enhances our grasp of tangible interaction in MR, offering insights for future design and application in diverse data contexts.},
booktitle = {Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems},
articleno = {209},
numpages = {21},
keywords = {mixed reality, spatio-temporal data, tangible interaction},
location = {Honolulu, HI, USA},
series = {CHI ’24}
}

Lixiang Zhao, Tobias Isenberg, Fuqi Xie, Hai-Ning Liang, Lingyun Yu
VIS: IEEE Transactions on Visualization and Computer Graphics, 2025
MeTACAST: Target-and Context-aware Spatial Selection in VR
Lixiang Zhao, Tobias Isenberg, Fuqi Xie, Hai-Ning Liang, and Lingyun Yu.
IEEE Transactions on Visualization and Computer Graphics, 30(1):480–494, January 2024.
BibTeX Citation
@article{Zhao:2024:MTC,
author = {Lixiang Zhao and Tobias Isenberg and Fuqi Xie and Hai-Ning Liang and Lingyun Yu},
title = {{MeTACAST}: Target- and Context-aware Spatial Selection in {VR}},
journal = {IEEE Transactions on Visualization and Computer Graphics},
year = {2024},
volume = {30},
number = {1},
month = jan,
pages = {480--494},
doi = {10.1109/TVCG.2023.3326517},
doi_url = {http://doi.org/10.1109/TVCG.2023.3326517},
oa_hal_url = {http://hal.science/hal-04196163},
preprint = {http://doi.org/10.48550/arXiv.2308.03616},
osf_url = {http://osf.io/dvj9n/},
url = {http://tobias.isenberg.cc/p/Zhao2024MTC},
url2 = {http://yulingyun.com/publications/metacast/},
github_url = {http://github.com/LixiangZhao98/MeTACAST},
github_url2 = {http://github.com/LixiangZhao98/PointCloud-Visualization-Tool},
github_url3 = {http://github.com/LixiangZhao98/MeTACAST-study},
pdf = {http://tobias.isenberg.cc/personal/papers/Zhao_2024_MTC.pdf},
video = {http://youtu.be/R_WRfzgnOAM},
}8}}
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Lixiang Zhao, Tobias Isenberg, Fuqi Xie, Hai-Ning Liang, Lingyun Yu
VIS: IEEE Transactions on Visualization and Computer Graphics, 2025
BibTeX Citation
@ARTICLE{10292929,
author={Zhou, Yuxing and Yang, Weikai and Chen, Jiashu and Chen, Changjian and Shen, Zhiyang and Luo, Xiaonan and Yu, Lingyun and Liu, Shixia},
journal={IEEE Transactions on Visualization and Computer Graphics},
title={Cluster-Aware Grid Layout},
year={2024},
volume={30},
number={1},
pages={240-250},
doi={10.1109/TVCG.2023.3326934}}

Lixiang Zhao, Tobias Isenberg, Fuqi Xie, Hai-Ning Liang, Lingyun Yu
VIS: IEEE Transactions on Visualization and Computer Graphics, 2025
BibTeX Citation
@ARTICLE{10415212,
author={Tang, Junxiu and Yang, Fumeng and Wu, Jiang and Wang, Yifang and Zhou, Jiayi and Cai, Xiwen and Yu, Lingyun and Wu, Yingcai},
journal={IEEE Transactions on Visualization and Computer Graphics},
title={A Comparative Study on Fixed-order Event Sequence Visualizations: Gantt, Extended Gantt, and Stringline Charts},
year={2024},
volume={},
number={},
pages={1-15},
doi={10.1109/TVCG.2024.3358919}}