Featured Publications (All Publications)

* Corresponding author, Students/RAs under my supervision

Let the Chart Spark: Embedding Semantic Context into Chart with Text-to-Image Generative Model
Shishi Xiao, Suizi Huang, Yue Lin, Yilin Ye, Wei Zeng*
IEEE Transactions on Visualization and Computer Graphics (Proc. IEEE VIS 2023), 2024. Accepted.
[Paper]
TimeTuner: Diagnosing Time Representations for Time-Series Forecasting with Counterfactual Explanations
Jianing Hao, Qing Shi Yilin Ye, Wei Zeng*
IEEE Transactions on Visualization and Computer Graphics (Proc. IEEE VIS 2023), 2024. Accepted.
[Paper]
WYTIWYR: A User Intent-Aware Framework with Multi-modal Inputs for Visualization Retrieval
Shishi Xiao, Yihan Hou, Cheng Jin, Wei Zeng*
Computer Graphics Forum (Proc. EuroVis 2023), 42(3): 311-322, 2023.
[Paper]
Semi-Automatic Layout Adaptation for Responsive Multiple-View Visualization Design
Wei Zeng*, Xi Chen, Yihan Hou, Lingdan Shao, Zhe Chu, Remco Chang
IEEE Transactions on Visualization and Computer Graphics, 2023. Accepted.
[Homepage][Paper]
VISAtlas: An Image-based Exploration and Query System for Large Visualization Collections via Neural Image Embedding
Yilin Ye, Rong Huang, Wei Zeng*
IEEE Transactions on Visualization and Computer Graphics, 2023. Accepted.
[Homepage][Paper]
Effects of View Layout on Situated Analytics for Multiple Representations in Immersive Visualization
Zhen Wen, Wei Zeng*, Luoxuan Weng, Yihan Liu, Mingliang Xu, Wei Chen*
IEEE Transactions on Visualization and Computer Graphics (Proc. IEEE VIS 2022), 29(1): 440 - 450, 2023.
[Paper]
ActFloor-GAN: Activity-Guided Adversarial Networks for Human-Centric Floorplan Design
Shidong Wang, Wei Zeng*, Xi Chen, Yu Ye, Yu Qiao, Chi-Wing Fu
IEEE Transactions on Visualization and Computer Graphics, 29(3): 1610-1624, 2023.
[Paper]
Modeling Spatial Nonstationarity via Deformable Convolutions for Deep Traffic Flow Prediction
Wei Zeng, Chengqiao Lin, Kang Liu, Juncong Lin*, Anthony K. H. Tung
IEEE Transactions on Knowledge and Data Engineering, 35(3): 2796 - 2808, 2023.
[Paper] [DOI]
FloorLevel-Net: Recognizing Floor-Level Lines with Height-Attention-Guided Multi-task Learning
Mengyang Wu, Wei Zeng*, Chi-Wing Fu*
IEEE Transactions on Image Processing, 30: 6686-6699, 2021.
[Code & Data] [Paper] [DOI]
Deep Colormap Extraction from Visualizations
Lin-Ping Yuan, Wei Zeng*, Siwei Fu, Zhiliang Zeng, Haotian Li, Chi-Wing Fu, Huamin Qu
IEEE Transactions on Visualization and Computer Graphics, 28(12): 4048 - 4060, 2022.
[Code & Data] [Paper] [DOI]
Composition and Configuration Patterns in Multiple-View Visualizations
Xi Chen, Wei Zeng*, Yanna Lin, H. M. Al-maneea, J. C. Roberts, R. Chang
IEEE Transactions on Visualization and Computer Graphics (Proc. IEEE InfoVis 2020),
27(2): 1514-1524, 2021.
[Homepage] [Paper] [Video] [Data] [DOI]
Revisiting the Modifiable Areal Unit Problem in Deep Traffic Prediction with Visual Analytics
Wei Zeng, Chengqiao Lin, Juncong Lin*, Jincheng Jiang, Jiazhi Xia, C. Turkay, Wei Chen
IEEE Transactions on Visualization and Computer Graphics (Proc. IEEE VAST 2020),
27(2): 839-848, 2021.
[Paper] [Video] [DOI]
Topology Density Map for Urban Data Visualization and Analysis
Zezheng Feng, Haotian Li, Wei Zeng*, Shuang-Hua Yang, Huamin Qu
IEEE Transactions on Visualization and Computer Graphics (Proc. IEEE VAST 2020),
27(2): 828-838, 2021.
[Paper] [DOI]
Exemplar-based Layout Fine-tuning for Node-link Diagrams
Jiacheng Pan, Wei Chen, Xiaodong Zhao, Shuyue Zhou, Wei Zeng, Minfeng Zhu, Jian Chen, Siwei Fu, Yingcai Wu
IEEE Transactions on Visualization and Computer Graphics (Proc. IEEE InfoVis 2020),
27(2): 1655-1665, 2021.
[Paper] [DOI]
Deep Recognition of Vanishing-Point-Constrained Building Planes in Urban Street Views
Zhiliang Zeng, Mengyang Wu, Wei Zeng*, and Chi-Wing Fu
IEEE Transactions on Image Processing, 29: 5912-5923, 2020.
[Paper] [DOI]
LassoNet: Deep Lasso-Selection of 3D Point Clouds
Zhutian Chen, Wei Zeng*, Zhiguang Yang, Lingyun Yu, Chi-Wing Fu, and Huamin Qu
IEEE Transactions on Visualization and Computer Graphics (Proc. IEEE SciVis 2019)
26(1): 195-204, 2020.
[Paper] [Homepage] [Video] [DOI]
Route-Aware Edge Bundling for Visualizing Origin-Destination Trails in Urban Traffic
Wei Zeng, Qiaomu Shen, Yuzhe Jiang, Alex Telea
Computer Graphics Forum (Proc. EuroVis 2019), 38(3): 581-593, 2019.
[Paper] [Presentation] [Video] [DOI]
VitalVizor: A Visual Analytics System for Studying Urban Vitality
Wei Zeng*, Yu Ye
IEEE Computer Graphics and Applications (Special Issue on Visualization for Smart City Application), 38(5): 38-53, 2018.
[Paper] [Video] [DOI]
StreetVizor: Visual Exploration of Human-Scale Urban Forms Based on Street Views
Qiaomu Shen, Wei Zeng*, Yu Ye, Stefan Müller Arisona, Simon Schubiger, Remo Burkhard and Huamin Qu
IEEE Transactions on Visualization and Computer Graphics (Proceedings of IEEE SciVis'17) 24(1): 1004 - 1013, 2018.
[Paper] [Video] [DOI]
Visualizing the Relationship between Human Mobility and Points-of-Interest
Wei Zeng, Chi-Wing Fu, Stefan Müller Arisona, Simon Schubiger, Remo Burkhard and Kwan-Liu Ma
IEEE Transactions on Intelligent Transportation Systems (Special Issue on Visual Analysis for ITS) 18(8): 2271-2284, 2017.
[Paper] [Video] [DOI]
Visualizing Waypoints-Constrained Origin-Destination Patterns for Massive Transportation Data
Wei Zeng, Chi-Wing Fu, Stefan Müller Arisona, Alexander Erath, Huamin Qu
Computer Graphics Forum (Proceedings of EuroVis'16), 35(8): 95-107, 2016.
[Paper] [Video] [DOI]
Visualizing Mobility of Public Transportation System
Wei Zeng, Chi-Wing Fu, Stefan Müller Arisona, Alexander Erath, Huamin Qu
IEEE Transactions on Visualization and Computer Graphics (Proceedings of IEEE VAST'14), 20(12): 1833-1842, 2014.
[Paper] [Video] [DOI]
Visualizing Interchange Patterns in Massive Movement Data
Wei Zeng, Chi-Wing Fu, Stefan Müller Arisona and Huamin Qu
Computer Graphics Forum (Proceedings of EuroVis'13), 32(3pt3): 271-280, 2013.
[Paper] [Video] [DOI]