2023
  • Diverse Interaction Recommendation for Public Users Exploring Multi-view Visualization using Deep Learning.
    Yixuan Li, Yusheng Qi, Yang Shi, Qing Chen, Nan Cao, Siming Chen*.
    IEEE Transactions on Visualization and Computer Graphics (VIS'22), Accepted, 2023.
    | Paper | pdf (5.8MB)
  • CohortVA: A Visual Analytic System for Progressive Exploration of Cohorts based on Historical Data.
    Wei Zhang, Jason Wong, Xumeng Wang, Youcheng Gong, Rongchen Zhu, Kai Liu, Zihan Yan, Siwei Tan, Huamin Qu, Siming Chen, Wei Chen.
    IEEE Transactions on Visualization and Computer Graphics (VIS'22), Accepted, 2023.
    | Paper | pdf (8.8MB)
  • 2022
  • When, Where and How does it fail? A Spatial-temporal Visual Analytics Approach for Interpretable Object Detection in Autonomous Driving.
    Junhong Wang, Yun Li, Zhaoyu Zhou, Chengshun Wang, Yijie Hou, Li Zhang, Xiangyang Xue, Michael Kamp, Xiaolong (Luke) Zhang, Siming Chen*.
    IEEE Transactions on Visualization and Computer Graphics, Accepted, 2023.
    | Paper | pdf (11.9MB) | Video | mp4 (35.6MB)
  • Visual Evaluation for Autonomous Driving.
    Yijie Hou, Chengshun Wang, Junhong Wang, Xiangyang Xue, Xiaolong (Luke) Zhang, Jun Zhu, Dongliang Wang, Siming Chen*.
    IEEE Transactions on Visualization and Computer Graphics (VIS'21), Accepted, 2022.
    | Paper | pdf (15.4MB) | Video | mp4 (58.6MB)
  • Interactive Extended Reality Techniques in Information Visualization.
    Richen Liu, Min Gao, Lijun Wang, Xiaohan Wang, Yuzhe Xiang, Aolin Zhang, Jiazhi Xia, Yi Chen, Siming Chen*.
    IEEE Transactions on Human-Machine Systems, Accepted, 2022.
    | Paper | pdf (3.5MB)
  • Rethinking Super-Resolution as Text-Guided Details Generation.
    Chenxi Ma, Bo Yan, Qing Lin, Weimin Tan, Siming Chen.
    ACM Multimedia 2022 (ACM MM'22), Accepted, 2022.
    | Paper | pdf (4.0MB)
  • OneLabeler: A Flexible System for Building Data Labeling Tools.
    Yu Zhang, Yun Wang, Haidong Zhang, Bin Zhu, Siming Chen, Dongmei Zhang.
    ACM CHI Conference on Human Factors in Computing Systems (ACM CHI'22), 93: 1-22, 2022.
    | Paper | pdf (8.4MB) | Video | mp4 (21.2MB) | Code | OneLabeler
  • Visual Reasoning for Uncertainty in Spatio-temporal Events of Historical Figures.
    Wei Zhang, Siwei Tan, Siming Chen*, Linhao Meng, Tianye Zhang, Rongchen Zhu, Wei Chen*.
    IEEE Transactions on Visualization and Computer Graphics (TVCG), Accepted, 2022.
    | Paper | pdf (11.5MB)
  • SD2: Slicing and Dicing Scholarly Data for Interactive Evaluation of Academic Peformance.
    Zhichun Guo, Jun Tao, Siming Chen, Nitesh V. Chawla, Chaoli Wang.
    IEEE Transactions on Visualization and Computer Graphics (TVCG), Accepted, 2022.
    | Paper | pdf (8.4MB)
  • Metaverse: Perspectives from graphics, interactions and visualization.
    Yuheng Zhao, Jinjing Jiang, Yi Chen, Richen Liu, Yalong Yang, Xiangyang Xue, Siming Chen*.
    Visual Informatics, 6(1):56-67, 2022.
    | Paper | pdf (2.0MB)
  • IEEE VAST Challenge 2021 Winner: Visual Analytics for Spatial-temporal Situation Awareness.
    Siqi Shen, Xingui Lai, Siming Chen*, Qinghong Wang , Junting Gao.
    IEEE Computer Graphics and Applications (CG&A), Accepted, 2022.
  • What is policy content and how is the public's policy support? A policy cognition study based on natural language processing and social psychology.
    Lingyi Zhou, Dingzhang Dai, Junxia Ren, Xiaoxu Chen, Siming Chen*.
    Frontiers in Psychology, 13:1-16, 2022.
    | Paper | pdf (0.6MB)
  • Seeking patterns of visual pattern discovery for knowledge building.
    Natalia Andrienko, Gennady Andrienko, Siming Chen, and Brian Fisher.
    Computer Graphics Forum, 2022, Accepted.
    | Paper | pdf (30.1MB)
  • DanmuVis: Visualizing Danmu Content Dynamics and Associated Viewer Behaviors in Online Videos.
    Shuai Chen, Sihang Li, Yanda Li, Junlin Zhu, Juanjuan Long, Siming Chen, Jiawan Zhang and Xiaoru Yuan.
    Computer Graphics Forum (EuroVis'22), 2022, Accepted.
    | Paper | pdf (6.0MB)
  • A hybrid prediction and search approach for flexible and efficient exploration of big data.
    Jie Li, Yongjian Sun, Zhenhuan Lei, Siming Chen, Gennady Andrienko, Natalia Andrienko, Wei Chen.
    Journal of Visualization, 2022, Accepted.
    | Paper | pdf (2.8MB)
  • 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, 41: 527-539.
    | Paper | pdf (2.2MB)
  • A benchmark for visual analysis of insider threat detection.
    Ying Zhao, Kui Yang, Siming Chen*, Zhuo Zhang, Xin Huang, Qiusheng Li, Qi Ma, Xinyue Luan, Xiaoping Fan.
    SCIENCE CHINA Information Sciences, 65(9): 199102, 2022.
    | Paper | pdf (1.8MB) | Benchmark | ChinaVis Data Challenge 2019
  • 2021
  • Co-Bridges: Pair-wise Visual Connection and Comparison for Multi-item Data Streams.
    Siming Chen, Natalia Andrienko, Gennady Andrienko, Jie Li, Xiaoru Yuan.
    IEEE Transactions on Visualization and Computer Graphics (VAST'20), 27(2): 1612-1622, 2021.
    | Paper | pdf (3.9MB) | Video | mp4 (26.9MB)
  • An Indoor Crowd Movement Trajectory Benchmark Dataset.
    Ying Zhao, Xin Zhao, Siming Chen*, Zhuo Zhang, Xin Huang.
    IEEE Transactions on Reliability, Accepted, 2021.
    | Paper | pdf (2.6MB) | Dataset | New Public-available Benchmark Data
  • A Deeper Understanding of Visualization–Text Interplay in Geographic Data-driven Stories.
    Shahid Latif, Siming Chen, Fabian Beck.
    Computer Graphics Forum (EuroVis'21), 40(3): 311-322, 2021.
    | Paper | pdf (1.2MB)
  • Exploring Multi-dimensional Data via Subset Embedding.
    Peng Xie, Wenyuan Tao, Jie Li, Wentao Huang, Siming Chen.
    Computer Graphics Forum (EuroVis'21), 40(3): 75-86, 2021.
    | Paper | pdf (5.7MB)
  • 可视化与人工智能交叉研究综述
    夏佳志, 李杰, 陈思明, 秦红星, 刘世霞.
    中国科学: 信息科学, 2021.
    | Paper | pdf (3.51MB)
  • Selected Publications before 2021
  • R-Map: A Map Metaphor for Visualizing Information Reposting Process in Social Media.
    Shuai Chen, Sihang Li, Siming Chen, Xiaoru Yuan.
    IEEE Transactions on Visualization and Computer Graphics (VAST'19), 26(1): 1204-1214, 2020.
    | Paper | pdf (2.1MB) | Video | mp4 (35.7MB) | Slides | pptx (53.3MB)
  • VASABI: Hierarchical User Profiles for Interactive Visual User Behaviour Analytics.
    Phong H. Nguyen, Rafael Henkin, Siming Chen, Natalia Andrienko, Gennady Andrienko, Olivier Thonnard, Cagatay Turkay.
    IEEE Transactions on Visualization and Computer Graphics (VAST'19), 26(1): 77-86, 2020.
    | Paper | pdf (1.5MB) | Video | mp4 (39.3MB)
  • LDA Ensembles for Interactive Exploration and Categorization of Behaviors.
    Siming Chen, Natalia Andrienko, Gennady Andrienko, Linara Adilova, Jeremie Barlet, Joerg Kindermann, Phong.H Nguyen, Olivier Thonnard, Cagatay Turkay.
    IEEE Transactions on Visualization and Computer Graphics (TVCG), 26(9): 2775 - 2792, 2020.
    | Paper | pdf (20.1MB) | Video | mp4 (6.3MB) | Slides | pptx (10MB)
  • Supporting Story Synthesis: Bridging the Gap between Visual Analytics and Storytelling.
    Siming Chen, Jie Li, Gennady Andridenko, Natalia Andrienko, Yun Wang, Phong.H Nguyen, Cagatay Turkay.
    IEEE Transactions on Visualization and Computer Graphics (TVCG), 26(7): 2499 - 2516, 2020.
    | Paper | pdf (10.1MB) | Video | mp4 (86.3MB) | Slides | pptx (50MB)
  • Semantics-Space-Time Cube: A Conceptual Framework for Systematic Analysis of Texts in Space and Time.
    Jie Li, Siming Chen, Wei Chen, Gennady Andrienko, Natalia Andrienko.
    IEEE Transactions on Visualization and Computer Graphics (TVCG), 26(4):1789 - 1806, 2020.
    | Paper | pdf (4.8M) | Video | mp4 (9.9M)
  • Contextualized Analysis of Movement Events.
    Siming Chen, Gennady Andrienko, Natalia Andrienko, Christos Doulkeridis, Athanasios Koumparos.
    in Proceedings of EuroVA'19 (Best Paper Award), Pages 49-53, Porto, Portugal, Jun.3-7, 2019.
    | Paper | pdf (4.9M) | Slides | pptx (12M)
  • COPE: Interactive Exploration of Co-occurrence Patterns in Spatial Time Series.
    Jie Li, Siming Chen, Kang Zhang, Gennady Andrienko, Natalia Andrienko.
    IEEE Transactions on Visualization and Computer Graphics (TVCG), 25(8): 2554-2567, 2019.
    | Paper | pdf (3.8M) | Video | mp4 (16.8M)
  • D-Map+: Interactive Visual Analysis and Exploration of Ego-centric and Event-centric Information Diffusion Patterns in Social Media.
    Siming Chen, Shuai Chen, Zhenhuang Wang, Jie Liang, Yadong Wu, Xiaoru Yuan.
    ACM Transactions on Intelligent Systems and Technology (TIST), 10(1): 11:1 - 11:26, 2018.
    | Paper | pdf (1.3M)
  • User Behavior Map: Visual Exploration for Cyber Security Session Data.
    Siming Chen, Shuai Chen, Natalia Andrienko, Gennady Andrienko, Phong H. Nguyen, Cagatay Turkay, Olivier Thonnard, Xiaoru Yuan
    in Proceedings of 2018 IEEE Symposium on Visualization for Cyber Security (VizSec'18), Pages 1-4, Berlin, Germany, Oct.22, 2018.
    | Paper | pdf (5.7M) | Slides | pdf (17.2M)
  • Uncertainty-aware Visual Analytics for Exploring Human Behaviors from Heterogeneous Spatial Temporal Data.
    Siming Chen, Zuchao Wang, Jie Liang, Xiaoru Yuan.
    Journal of Visual Languages and Computing (ChinaVis'16, Honorable mention for Best Paper Award), 48: 187-198, 2018.
    | Paper | pdf (4.1M) | Slides | pdf (4.1M)
  • E-Map: A Visual Analytics Approach for Exploring Significant Event Evolutions in Social Media.
    Siming Chen, Shuai Chen, Lijing Lin, Xiaoru Yuan, Jie Liang, Xiaolong (Luke) Zhang.
    in Proceedings of IEEE Symposium on Visual Analytics Science and Technology (VAST'17), Pages 36 - 47, Phoenix, USA, Oct.1-6, 2017.
    | Paper | pdf (10.2MB) | Video | mp4 (23.4MB) | Slides | pptx (38MB)
  • Social Media Visual Analytics.
    Siming Chen, Lijing Lin, Xiaoru Yuan.
    Computer Graphics Forum (EuroVis State-of-the-Art Report'17), 36(3): 563-587, 2017.
    | Paper | pdf (24.6M) | Slides | pptx (80.1M)
  • D-Map: Visual Analysis of Ego-centric Information Diffusion Patterns in Social Media.
    Siming Chen, Shuai Chen, Zhenhuang Wang, Jie Liang, Xiaoru Yuan, Nan Cao, Yadong Wu.
    in Proceedings of IEEE Symposium on Visual Analytics Science and Technology (VAST'16), pages 41-50, Baltimore, USA, Oct. 23-28, 2016.
    | Paper | pdf (18MB) | Video | mp4 (16MB) | Slides | pptx (54.6MB)
  • Interactive Visual Discovering of Movement Patterns from Sparsely Sampled Geo-tagged Social Media Data.
    Siming Chen, Xiaoru Yuan, Zhenhuang Wang, Cong Guo, Jie Liang, Zuchao Wang, Xiaolong (Luke) Zhang and Jiawan Zhang.
    IEEE Transactions on Visualization and Computer Graphics (VAST'15), 22(1): 270-279,2016.
    | Paper | pdf (12.2MB) | Video | mp4 (37.8MB) | Slides | pptx (57.4MB)
  • OCEANS: online collaborative explorative analysis on network security.
    Siming Chen, Cong Guo, Xiaoru Yuan, Fabian Merkle, Hanna Schaefer and Thomas Ertl.
    in Proceedings of the Eleventh Workshop on Visualization for Cyber Security (VizSec'14), Pages 1-8, Paris, France, Nov.10, 2014.
    | Paper | pdf (1.8MB) | Video | wmv (11.7MB) | Slides | pptx (23.4MB)