All Publications (Referred List)

* Corresponding author, Students/RAs under my supervision

Journals

  1. Wei Zeng, Chengqiao Lin, Kang Liu, Juncong Lin*, Anthony K. H. Tung, "Modeling Spatial Nonstationarity via Deformable Convolutions for Deep Traffic Flow Prediction", IEEE Transactions on Knowledge and Data Engineering, vol. xx, pp. xxx, 2021. [Paper] [DOI]
  2. Chi Zhang, Wei Zeng*, Ligang Liu, "UrbanVR: An immersive analytics system for context-aware urban design", Computers & Graphics, vol. 99, pp. 128-138, 2021. [Paper] [Video]
  3. Mengyang Wu, Wei Zeng*, Chi-Wing Fu*, "FloorLevel-Net: Recognizing Floor-Level Lines with Height-Attention-Guided Multi-task Learning", IEEE Transactions on Image Processing, vol. 30, pp. 6686-6699, 2021. [Github] [Paper]
  4. Lingdan Shao, Zhe Chu, Xi Chen, Yanna Lin, Wei Zeng*, "Modeling Layout Design for Multiple-View Visualization via Bayesian Inference", Journal of Visualization (Proc. ChinaVis 2021 Best Paper Honorable Mention), vol. 24, pp. 1237-1252, 2021. [Paper]
  5. Lin-Ping Yuan, Wei Zeng*, Siwei Fu, Zhiliang Zeng, Haotian Li, Chi-Wing Fu, Huamin Qu, “Deep Colormap Extraction from Visualizations”, IEEE Transactions on Visualization and Computer Graphics, 2021. [Github] [Paper]
  6. Xi Chen, Wei Zeng*, Yanna Lin, Hayder Mahdi Al-maneea, Jonathan C Roberts, Remco Chang, "Composition and Configuration Patterns in Multiple-View Visualizations", IEEE Transactions on Visualization and Computer Graphics (Proc. IEEE InfoVis 2020), vol. 27, no. 2, pp. 1514-1524, 2021. [Homepage] [Paper] [Video] [Data]
  7. Wei Zeng, Chengqiao Lin, Juncong Lin*, Jincheng Jiang, Jiazhi Xia, Cagatay Turkay, Wei Chen, "Revisiting the Modifiable Areal Unit Problem in Deep Traffic Prediction with Visual Analytics", IEEE Transactions on Visualization and Computer Graphics (Proc. IEEE VAST 2020), vol. 27, no. 2, pp. 839-848, 2021. [Paper][Video]
  8. Zezheng Feng, Haotian Li, Wei Zeng*, Shuang-Hua Yang, Huamin Qu, "Topology Density Map for Urban Data Visualization and Analysis", IEEE Transactions on Visualization and Computer Graphics (Proc. IEEE VAST 2020), vol. 27, no. 2, pp. 828-838, 2021. [Paper]
  9. Jiacheng Pan, Wei Chen, Xiaodong Zhao, Shuyue Zhou, Wei Zeng, Minfeng Zhu, Jian Chen, Siwei Fu, Yingcai Wu, "Exemplar-based Layout Fine-tuning for Node-link Diagrams", IEEE Transactions on Visualization and Computer Graphics (Proc. IEEE InfoVis 2020), vol. 27, no. 2, pp. 1655-1665, 2021. [Paper]
  10. Wei Zeng*, Ao Dong, Xi Chen, Zhanglin Cheng, "VIStory: Interactive Storyboard for Exploring Visual Information in Scientific Publications", Journal of Visualization (extended version of VINCI 2019 Best Paper), vol. 24, no. 1, pp. 69-84, 2021. [Paper] [Homepage] [Interface] [Video]
  11. Zhiliang Zeng, Mengyang Wu, Wei Zeng*, and Chi-Wing Fu, "Deep Recognition of Vanishing-Point-Constrained Building Planes in Urban Street Views", IEEE Transactions on Image Processing, vol. 29, pp. 5912-5923, 2020. [Paper] [DOI]
  12. Zhutian Chen, Wei Zeng*, Zhiguang Yang, Lingyun Yu, Chi-Wing Fu, and Huamin Qu, "LassoNet: Deep Lasso-Selection of 3D Point Clouds", IEEE Transactions on Visualization and Computer Graphics (Proc. IEEE SciVis 2019), vol. 26, no. 1, pp. 195-204, 2020. [Paper] [Homepage] [Video]
  13. Wei Zeng, Qiaomu Shen, Yuzhe Jiang, Alex Telea, "Route-Aware Edge Bundling for Visualizing Origin-Destination Trails in Urban Traffic", Computer Graphics Forum (Proc. EuroVis 2019), vol. 38, no. 3, pp. 581-593, 2019. [Paper] [Presentation] [DOI] [Video]
  14. Yu Ye, Wei Zeng*, Qiaomu Shen, Xiaohu Zhang, Yi Lu, "The visual quality of streets: A human-centred continuous measurement based on machine learning algorithms and street view images", Environment and Planning B: Urban Analytics and City Science, vol. 46, no. 8, pp. 1439-1457, 2019. [Paper] [DOI]
  15. Yu Ye, Daniel Richards, Yi Lu, Xiaoping Song, Yu Zhuang, Wei Zeng, Teng Zhong, "Measuring daily accessed street greenery: A human-scale approach for informing better urban planning practices", Landscape and Urban Planning, vol. 191, pp. 103434, 2019. [Paper] [DOI]
  16. Wei Zeng, Yu Ye, "VitalVizor: A Visual Analytics System for Studying Urban Vitality", IEEE Computer Graphics and Applications (Special Issue on Visualization for Smart City Application) vol. 38, no. 5, pp. 38-53, 2018. [Paper] [DOI] [Video] [Youku]
  17. Qiaomu Shen, Wei Zeng*, Yu Ye, Stefan Müller Arisona, Simon Schubiger, Remo Burkhard and Huamin Qu, "StreetVizor: Visual Exploration of Human-Scale Urban Forms Based on Street Views", IEEE Transactions on Visualization and Computer Graphics (Proc. IEEE SciVis'17), vol. 38, no. 5, pp. 38-53, 2018. [Paper] [DOI] [Video] [Youku]
  18. Wei Zeng, Chi-Wing Fu, Stefan Müller Arisona, Simon Schubiger, Remo Burkhard and Kwan-Liu Ma, "A Visual Analytics Design for Studying Rhythm Patterns from Human Daily Movement Data", Visual Informatics (an extended version of SIGGRAPH Asia Symp. Vis. 2016 paper), vol. 1, no. 2, pp. 81-91, 2017. [Paper] [DOI]
  19. Wei Zeng, Chi-Wing Fu, Stefan Müller Arisona, Simon Schubiger, Remo Burkhard, and Kwan-Liu Ma, "Visualizing the Relationship between Human Mobility and Points-of-Interest", IEEE Transactions on Intelligent Transportation Systems (Special Issue on Visual Analysis for ITS), vol. 18, no. 8, pp. 2271-2284, 2017. [Paper] [DOI] [Video] [Youku]
  20. Wei Zeng, Chi-Wing Fu, Stefan Müller Arisona, Alexander Erath, Huamin Qu, "Visualizing Waypoints-Constrained Origin-Destination Patterns for Massive Transportation Data", Computer Graphics Forum, vol. 35, no. 8, pp. 95-107, 2016. [Paper] [DOI] [Video]
  21. Wei Zeng, Chi-Wing Fu, Stefan Müller Arisona, Alexander Erath, Huamin Qu, "Visualizing Mobility of Public Transportation System", IEEE Transactions on Visualization and Computer Graphics (Proc. IEEE VAST'14), vol. 20, no. 12, pp. 1833-1842, 2014. [Paper] [DOI] [Video] [Youku]
  22. Afian Anwar,Wei Zeng, Stefan Müller Arisona, "The Time Space Diagram Revisited", Transportation Research Record: Journal of the Transportation Research Board (Proc. TRB'14) No. 14-1046, 2014. [Paper] [DOI]
  23. Wei Zeng, Xianfeng Huang, Stefan Müller Arisona and Ian Vince McLoughlin, "Classifying Watermelon Ripeness by Analysing Acoustic Signals Using Mobile Devices", Personal and Ubiquitous Computing, vol. 18, no. 7, pp. 1753-1762, 2014. [Paper] [DOI]
  24. Wei Zeng, Chi-Wing Fu, Stefan Müller Arisona, and Huamin Qu, "Visualizing Interchange Patterns in Massive Movement Data", Computer Graphics Forum (Proc. EuroVis'13), vol. 32, no. 3pt3, pp. 271-280, 2013. [Paper] [DOI] [Video] [Youku]
  25. Ian Vince McLoughlin, I Komang Narendra, Leong Hai Koh, Quang Huy Nguyen, Bharath Seshadri, Wei Zeng, Chang Yao, "Campus Mobility for the Future: The Electric Bicycle", Digital Urban Modeling and Simulation, vol. 2, no. 1, pp. 1-12, 2012. [Paper] [DOI]

Conferences

  1. Zengyang Gong, Bo Du, Zhidan Liu, Wei Zeng, Pascal Perez, Kaishun Wu, “SD-seq2seq: A Deep Learning Model for Bus Bunching Prediction Based on Smart Card Data”, Proc. ICCCN 2020, pp. 1 - 9, 2020.
  2. Qiaomu Shen, Yanhong Wu, Yuzhe Jiang, Wei Zeng, Alexis K. H. LAU, Anna Vianova, and Huamin Qu, "Visual Interpretation of Recurrent Neural Network on Multi-dimensional Time-series Forecast", Proc. IEEE PacificVis 2020, pp. 61-70, 2020. [Paper] [Video]
  3. Ao Dong, Wei Zeng*, Xi Chen, Zhanglin Cheng, "VIStory: Interactive Storyboard for Exploring Visual Information in Scientific Publications", Proc. ACM Symposium on Visual Information Communication and Interaction (VINCI) , 12:1-8, 2019. Best Paper [Paper] [Homepage] [Interface] [Video]
  4. Jan Perhac, Wei Zeng*, Shiho Asada, Remo Burkhard, Stefan Mueller Arisona, Simon Schubiger, Berhard Klein, "Urban Fusion: Visualizing urban data fused with social feeds via a game engine", Proc. International Conference on Information Visualisation, pp. 312-317, 2017. Best Paper [Paper]
  5. Aurel von Richthofen, Wei Zeng*, Shiho Asada, Remo Burkhard, Felix Heisel, Stefan Mueller Arisona, Simon Schubiger, "Urban Mining: Visualizing the Availability of Construction Materials for Re-use in Future Cities", Proc. International Conference on Information Visualisation, pp. 306-311, 2017. [Paper]
  6. Wei Zeng, Chi-Wing Fu, Stefan Müller Arisona, Simon Schubiger, Remo Burkhard and Kwan-Liu Ma, "A visual Analytics Design for Studying Crowd Movement Rhythms for Public Transportation Data", Proc. SIGGRAPH Asia Symposium on Visualization, pp. 4:1-4:7, 2016. [Paper] [DOI] [Video]
  7. Wei Zeng, Chen Zhong, Afian Anwar, Stefan Müller Arisona, and Ian Vince McLoughlin, "MetroBuzz: Interactive 3D Visualization of Spatiotemporal Data", Proc. International Conference on Computer & Information Science, vol. 1, pp. 143-147, 2012. [Paper] [DOI] [Video]

Book Chapters

  1. Wei Zeng, Jan Perhac, Shiho Asada, Simon Schubiger, Stefan Mueller Arisona, and Remo Burkhard, "Singapore Views: A Collaborative Interactive Visualisation and Analysis Framework for Urban Planning and Design", FCL Indicia II, Lars Müller Publishers, 2018. [Paper]
  2. Simon Schubiger, Stefan Mueller Arisona, Chen Zhong, Wei Zeng, and Remo Burkhard, "Advanced Tools and Workflows for Urban Designers", FCL Indicia II, Lars Müller Publishers, 2018. [Paper]
  3. Chen Zhong, Tao Wang, Wei Zeng, and Stefan Müler Arisona, "Spatiotemporal Visualization: A Survey and Outlook", Digital Urban Modeling and Simulation, vol. 242, pp. 299-317, 2012. [Paper] [DOI]

Thesis

Wei Zeng, "Visual Analytics for Massive Urban Public Transport Data", School of Computer Engineering, Nanyang Technological University, 2015. [Thesis]