All Publications (Referred List)

* Corresponding author, Students/RAs under my supervision
CCF A/B (35), IEEE/ACM Transactions (23), Best Papers (4)

Journals & Conferences

  1. Yifan Cao, Qing Shi, Lue Shen, Kani Chen, Yang Wang, Wei Zeng*, Huamin Qu, "NFTracer: Tracing NFT Impact Dynamics in Transaction-flow Substitutive Systems with Visual Analytics", IEEE Transactions on Visualization and Computer Graphics, 2024. Accepted [Paper]
  1. Ling Li, Yu Ye, Binchuan Jiang, Wei Zeng, "GeoReasoner: Geo-localization with Reasoning in Street Views using a Large Vision-Language Model", Proceedings of The International Conference on Machine Learning (ICML), 2024. Accepted. [Paper]
  1. Yilin Ye, Jianing Hao, Yihan Hou, Zhan Wang, Shishi Xiao, Yuyu Luo, Wei Zeng*, "Generative AI for Visualization: State of the Art and Future Directions", Visual Informatics, 2024. Accepted. [Paper]
  2. Qiaomu Shen, Chaozu Zhang, Xiao Yan, Chuan Yang, Dan Zeng, Wei Zeng, Bo Tang, "CheetahTraj: Efficient Visualization for Large Trajectory Dataset with Quality Guarantee", IEEE Transactions on Knowledge and Data Engineering, 2024. Accepted. [Paper]
  1. Yihan Hou, Hao Cui, Rongrong Chen, Wei Zeng*, "Understanding the Impact of Referent Design on Scale Perception in Immersive Data Visualization", Proceedings of The ACM CHI Conference on Human Factors in Computing Systems (Late-Breaking), 2024. Accepted. [Paper]
  2. Zhan Wang, Linping Yuan, Liangwei Wang, Bingchuan Jiang, Wei Zeng*, "VirtuWander: Enhancing Multi-modal Interaction for Virtual Tour Guidance through Large Language Models", Proceedings of The ACM CHI Conference on Human Factors in Computing Systems, 2024. Accepted. [Paper]
  3. Yihan Hou, Manling Yang, Hao Cui, Lei Wang, Jie Xu, Wei Zeng*, "C2Ideas: Supporting Creative Interior Color Design Ideation with Large Language Model", Proceedings of The ACM CHI Conference on Human Factors in Computing Systems, 2024. Accepted. [Paper]
  4. Xingchen Zeng, Ziyao Gao, Yilin Ye, Wei Zeng*, "IntentTuner: An Interactive Framework for Integrating Human Intentions in Fine-tuning Text-to-Image Generative Models", Proceedings of The ACM CHI Conference on Human Factors in Computing Systems, 2024. Accepted. [Paper]
  5. Shishi Xiao, Liangwei Wang, Xiaojuan Ma, Wei Zeng*, "TypeDance: Creating Semantic Typographic Logos from Image through Personalized Generation", Proceedings of The ACM CHI Conference on Human Factors in Computing Systems, 2024. Accepted. [Paper]
  6. Rong Huang, Haichuan Lin, Chuanzhang Chen, Kang Zhang, Wei Zeng*, "PlantoGraphy: Incoporating Iterative Design Process into Generative Artificial Intelligence for Landscape Rendering", Proceedings of The ACM CHI Conference on Human Factors in Computing Systems, 2024. Accepted. [Paper]
  7. Qian Zhu, Zhuo Wang, Wei Zeng*, Wai Tong, Weiyue Lin, Xiaojuan Ma, "“Make Interaction Situated”: Designing User Acceptable Interaction for Situated Visualization in Public Environments", Proceedings of The ACM CHI Conference on Human Factors in Computing Systems, 2024. Accepted. [Paper]
  8. Linping Yuan, Boyu Li, Jindong Wang, Huamin Qu, Wei Zeng*, “Generating Virtual Reality Stroke Gesture Data from Out-of-Distribution Desktop Stroke Gesture Data", Proceedings of The IEEE Conference on Virtual Reality and 3D User Interfaces, 2024. Accepted. [Paper][Code]
  9. Yilin Ye, Qian Zhu, Shishi Xiao, Kang Zhang, Wei Zeng, "The Contemporary Art of Image Search: Iterative User Intent Expansion via Vision-Language Model", Proceedings of The ACM SIGCHI Conference on Computer-Supported Cooperative Work & Social Computing (CSCW), 2024. Accepted. [Paper]
  1. Shishi Xiao*, Qing Shi*, Lingdan Shao, Bo Du, Yang Wang, Qiaomu Shen, Wei Zeng, "MetroBUX: A Topology-based Visual Analytics for Bus Operational Uncertainty EXploration", IEEE Transactions on Intelligent Transportation Systems, 2024. Accepted. [Paper]
  2. Zezheng FENG, Fang Zhu, Hongjun Wang, Jianing Hao, Shuang-Hua Yang, Wei Zeng, Huamin Qu, "HoLens: A Visual Analytics Design for Higher-order Movement Modeling and Visualization", Computational Visual Media, 2023. Accepted. [Paper]
  3. Shishi Xiao, Suizi Huang, Yue Lin, Yilin Ye, Wei Zeng*, "Let the Chart Spark: Embedding Semantic Context into Chart with Text-to-Image Generative Model", IEEE Transactions on Visualization and Computer Graphics (Proc. IEEE VIS 2023), 2024. Accepted. [Paper]
  4. Jianing Hao, Qing Shi Yilin Ye, Wei Zeng*, "TimeTuner: Diagnosing Time Representations for Time-Series Forecasting with Counterfactual Explanations", IEEE Transactions on Visualization and Computer Graphics (Proc. IEEE VIS 2023), 2024. Accepted. [Paper]
  1. Liangwei Wang, Zhan Wang, Xi Zhao and Wei Zeng*, “Storytelling in Frozen Frontier: Exploring Graphic-Based Approach for Creating Interactive Story Maps in Antarctica”, Proc. 16th International Symposium on Visual Information Communication and Interaction (VINCI'23), Article No.: 2, Pages 1–8, 2023. [DOI] Best Paper
  2. Yihan Chen, Yilin Ye and Wei Zeng* “The Rich, the Poor, and the Ugly: An Aesthetic-Perspective Assessment of NFT Values ”, Proc. 16th International Symposium on Visual Information Communication and Interaction (VINCI'23), Article No.: 23, Pages 1–8, 2023. [DOI]
  3. Yifan Cao, Meng Xia, Kento Shigyo, Furui Cheng, Qianhang Yu, Xingxing Yang, Yang Wang, Wei Zeng* and Huamin Qu “NFTeller: Dual-centric Visual Analytics for Assessing Market Performance of NFT Collectibles”, Proc. 16th International Symposium on Visual Information Communication and Interaction (VINCI'23), Article No.: 20, Pages 1–8, 2023. [DOI]
  4. Jianing Hao, Xibin Jiang, Qing Shi and Wei Zeng*, “Does Where You are Matter? A Visual Analytics System for COVID-19 Transmission Based on Social Hierarchical Perspective”, Proc. 16th International Symposium on Visual Information Communication and Interaction (VINCI'23), Article No.: 6, Pages 1–5, 2023. [DOI]
  5. Shihan Fu, Liangliang Qiang and Wei Zeng*, “LOOP Meditation: Enhancing Novice's VR Meditation Experience with Physical Movement”, Proc. 16th International Symposium on Visual Information Communication and Interaction (VINCI'23), Article No.: 16, Pages 1–5, 2023. [DOI]
  1. Shishi Xiao, Yihan Hou, Cheng Jin, Wei Zeng*, "WYTIWYR: A User Intent-Aware Framework with Multi-modal Inputs for Visualization Retrieval", Computer Graphics Forum (Proc. EuroVis 2023), 42(3): 311-322, 2023. [Paper]
  2. Wei Zeng*, Xi Chen, Yihan Hou, Lingdan Shao, Zhe Chu, Remco Chang, “Semi-Automatic Layout Adaptation for Responsive Multiple-View Visualization Design”, IEEE Transactions on Visualization and Computer Graphics, 2023. Accepted. [Homepage] [Paper] [DOI]
  3. Yilin Ye, Rong Huang, Wei Zeng*, “VISAtlas: An Image-based Exploration and Query System for Large Visualization Collections via Neural Image Embedding”, IEEE Transactions on Visualization and Computer Graphics, 2023. Accepted. [Homepage] [Paper] [DOI]
  4. Zhen Wen, Wei Zeng*, Luoxuan Weng, Yihan Liu, Mingliang Xu, Wei Chen*, “Effects of View Layout on Situated Analytics for Multiple Representations in Immersive Visualization”, IEEE Transactions on Visualization and Computer Graphics (Proc. IEEE VIS 2022), 29(1): 440 - 450, 2023. [Paper] [DOI]
  5. Jincheng Jiang, Wei Tu, Hui Kong, Wei Zeng, Rui Zhang, Milan Konecny, “Large-scale urban multiple-modal transport evacuation for mass gathering events considering pedestrian and public transit system”, IEEE Transactions on Intelligent Transportation System, 23(12):23059–23069, 2022. [DOI]
  6. Shihui Guo, Yubin Shi, Pintong Xiao, Yinan Fu, Juncong Lin, Wei Zeng, Tong-Yee Lee, “Creative and Progressive Interior Color Design with Eye-tracked User Preference”, ACM Transactions on Computer-Human Interaction, 30(1), Article 5, 31 pages, 2022. [Paper] [DOI]
  7. Yanna LinWei Zeng*, Yu Ye, Huamin Qu, “Saliency-aware color harmony models for outdoor signboard”, Computers & Graphics, 105: 25 - 25, 2022.  [Paper][DOI]
  8. Shidong Wang, Wei Zeng*, Xi Chen, Yu Ye, Yu Qiao, Chi-Wing Fu, “ActFloor-GAN: Activity-Guided Adversarial Networks for Human-Centric Floorplan Design”, IEEE Transactions on Visualization and Computer Graphics, 29(3): 1610-1624, 2023. [Paper] [Code]
  9. 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, 35(3): 2796 - 2808, 2023. [Paper] [DOI]
  10. Chi Zhang, Wei Zeng*, Ligang Liu, "UrbanVR: An immersive analytics system for context-aware urban design", Computers & Graphics, 99: 128-138, 2021. [Paper] [Video]
  11. 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, 30: 6686-6699, 2021. [Github] [Paper]
  12. 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), 24(6): 1237-1252, 2021. [Paper]
  13. 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, 28(12): 4048 - 4060, 2022. [Github] [Paper]
  14. 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), 27(2): 1514-1524, 2021. [Homepage] [Paper] [Video] [Data]
  15. 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), 27(2): 839-848, 2021. [Paper][Video]
  16. 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), 27(2): 828-838, 2021. [Paper]
  17. 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), 27(2): 1655-1665, 2021. [Paper]
  18. 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), 24(1): 69-84, 2021. [Paper] [Homepage] [Interface] [Video]
  19. 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, 29: 5912-5923, 2020. [Paper] [DOI]
  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]
  1. 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), 26(1): 195-204, 2020. [Paper] [Homepage] [Video]
  2. 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), 38(3): 581-593, 2019. [Paper] [Presentation] [DOI] [Video]
  3. 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, 46(8): 1439-1457, 2019. [Paper] [DOI]
  4. 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, 191: 103434, 2019. [Paper] [DOI]
  1. Ao Dong, Wei Zeng*, Xi Chen, Zhanglin Cheng, "VIStory: Interactive Storyboard for Exploring Visual Information in Scientific Publications", Proc. International Symposium on Visual Information Communication and Interaction (VINCI) , 12:1-8, 2019. Best Paper [Paper] [Homepage] [Interface] [Video]
  1. 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) 38(5): 38-53, 2018. [Paper] [DOI] [Video] [Youku]
  2. 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), 24(1): 1004 - 1013, 2018. [Paper] [DOI] [Video] [Youku]
  3. 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), 1(2): 81-91, 2017. [Paper] [DOI]
  4. 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), 18(8): 2271-2284, 2017. [Paper] [DOI] [Video] [Youku]
  1. 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]
  2. 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]
  1. 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, 35(8): 95-107, 2016. [Paper] [DOI] [Video]
  1. 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]
  1. 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), 20(12): 1833-1842, 2014. [Paper] [DOI] [Video] [Youku]
  2. 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]
  3. 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, 18(7): 1753-1762, 2014. [Paper] [DOI] [Data]
  4. Wei Zeng, Chi-Wing Fu, Stefan Müller Arisona, and Huamin Qu, "Visualizing Interchange Patterns in Massive Movement Data", Computer Graphics Forum (Proc. EuroVis'13), 32(3pt3): 271-280, 2013. [Paper] [DOI] [Video] [Youku]
  5. 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, 2(1): 1-12, 2012. [Paper] [DOI]
  1. 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]