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Papers
Lin Gao, Zekai Shao, Ziqin Luo, Haibo Hu, Cagatay Turkay,?Siming Chen*. TransforLearn: Interactive Visual Tutorial for the Transformer Model. IEEE Transactions on Visualization and Computer Graphics (VIS'23), Accepted, 2024.
Yu Zhang, Ruike Jiang, Liwenhan Xie, Yuheng Zhao, Can Liu, Tianhong Ding,?Siming Chen*, Xiaoru Yuan*. OldVisOnline: Curating a Dataset of Historical Visualizations. IEEE Transactions on Visualization and Computer Graphics (VIS'23), Accepted, 2024.
Liwenhan Xie, Zhaoyu Zhou, Kerun Yu, Yun Wang, Huamin Qu,?Siming Chen*. Wakey-Wakey: Animate Text by Mimicking Characters in a GIF. the 36th Annual ACM Symposium on User Interface Software and Technology (UIST'23), Accepted, 2023.
Liwenhan Xie, Xinhuan Shu, Jeon Cheol Su, Yun Wang,?Siming Chen*. Creating Emordle: Animating Word Cloud for Emotion Expression. IEEE Transactions on Visualization and Computer Graphics (TVCG), Accepted, 2023.
Zekai Shao, Shuran Sun, Yuheng Zhao, Siyuan Wang, Zhongyu Wei, Tao Gui, Cagatay Turkay,?Siming Chen*. Visual Explanation for Open-domain Question Answering with BERT. IEEE Transactions on Visualization and Computer Graphics (TVCG), Accepted, 2023.
Yuheng Zhao, Xinyu Wang, Chen Guo, Min Lu,?Siming Chen*. ContextWing: Pair-wise Visual Comparison for Evolving Sequential Patterns of Contexts in Social Media Data Streams. The 25th ACM Conference On Computer-Supported Cooperative Work And Social Computing (CSCW'23), Accepted, 2023.
Wenchao Li, Zhan Wang, Yun Wang*, Di Weng, Liwenhan Xie,?Siming Chen*, Haidong Zhang, and Huamin Qu. GeoCamera: Telling Stories in Geographic Visualizations with Camera Movements. ACM CHI Conference on Human Factors in Computing Systems (ACM CHI'23), Accepted, 2023.
Wenchao Li, Sarah Sch?ttler, James Scott-Brown, Yun Wang,?Siming Chen, Huamin Qu, and Benjamin Bach, Dongmei Zhang. NetworkNarratives: Data Tours for Visual Network Exploration and Analysis. ACM CHI Conference on Human Factors in Computing Systems (ACM CHI'23), Accepted, 2023.
Jielin Feng, Kehao Wu,?Siming Chen*. TopicBubbler: An interactive visual analytics system for cross-level fine-grained exploration of social media data. Visual Informatics, Accepted, 2023.
Yifei Zhang, Yougao Li, Xiangyang Xue, Jianfeng Feng,?Siming Chen*. Visual Exploration and Planning of the Automated Material Handling System for Smart Factory in the Immersive Environment. In Proceedings of IEEE VR 2023 Workshop: Mixing Realities: Cross-reality Visualization, Interaction, and Collaboration, Accepted, 2023.
Jun Tao, Yu Zhang, Qing Chen, Can Liu,?Siming Chen, Xiaoru Yuan. Intelligent visualization and visual analytics. Journal of Image and Graphics, in Chinese, 28（06）：1909-1926, 2023.
Yuxiao Li, Xinhong Li, Siqi Shen, Longbin Zeng, Richen Liu, Qibao Zheng, Jianfeng Feng,?Siming Chen*. DTBVis: An interactive visual comparison system for digital twin brain and human brain. Visual Informatics, Accepted, 2023.
Jiaqi Dong, Zishu Qin, Zhou Fang, ZXuan Chen, Zengfeng Huang, Haoyun Guo, Richen Liu, Cagatay Turkay,?Siming Chen*. Visual Analytics for Phishing Scam Identification in Blockchain Transactions with Multiple ModelComparison. The 15th International Symposium on Visual Information Communication and Interaction (VINCI), Accepted, 2023.
Chen Lan, Xuexi Wang, Junxia Ren, Xiaoxu Chen,?Siming Chen*. Intelligent Government Decision-Making: A Multidimensional Policy Text Visualization Analysis System. Communications in Computer and Information Science (Big Data and Social Computing， BDSC), 135-151, 2023.
Mengqin Cheng, Baohua Zhou,?Siming Chen*. A Survey of Visualization in Data Journalism: Theory and Practice. Journal of Computer-Aided Design \& Computer Graphics (CAD\&CG, ChinaVis'22),?, Accepted, 2023, in Chinese
Feifan Wang, Liwenhan Xie, Xuanwu Yue, Yangyang Su, Guobing Zhou, Ji Feng, Xiahai Zhuang,?Siming Chen*. Interactive tree and ranking-based fund data visual analysis. Journal of Computer-Aided Design \& Computer Graphics (CAD\&CG, ChinaVis'22),?, Accepted, 2023, in Chinese
Yixuan Li, Yusheng Qi, Yang Shi, Qing Chen, Nan Cao,?Siming Chen*. Diverse Interaction Recommendation for Public Users Exploring Multi-view Visualization using Deep Learning. IEEE Transactions on Visualization and Computer Graphics (VIS'22), Accepted, 2023.
Wei Zhang, Jason Wong, Xumeng Wang, Youcheng Gong, Rongchen Zhu, Kai Liu, Zihan Yan, Siwei Tan, Huamin Qu,?Siming Chen, Wei Chen. CohortVA: A Visual Analytic System for Progressive Exploration of Cohorts based on Historical Data. IEEE Transactions on Visualization and Computer Graphics (VIS'22), Accepted, 2023.
Junhong Wang, Yun Li, Zhaoyu Zhou, Chengshun Wang, Yijie Hou, Li Zhang, Xiangyang Xue, Michael Kamp, Xiaolong (Luke) Zhang,?Siming Chen*. When, Where and How does it fail? A Spatial-temporal Visual Analytics Approach for Interpretable Object Detection in Autonomous Driving. IEEE Transactions on Visualization and Computer Graphics, Accepted, 2022.
Yijie Hou, Chengshun Wang, Junhong Wang, Xiangyang Xue, Xiaolong (Luke) Zhang, Jun Zhu, Dongliang Wang,?Siming Chen*. Visual Evaluation for Autonomous Driving. IEEE Transactions on Visualization and Computer Graphics (VIS'21), Accepted, 2022.
Richen Liu, Min Gao, Lijun Wang, Xiaohan Wang, Yuzhe Xiang, Aolin Zhang, Jiazhi Xia, Yi Chen,?Siming Chen*. Interactive Extended Reality Techniques in Information Visualization. IEEE Transactions on Human-Machine Systems, Accepted, 2022.
Chenxi Ma, Bo Yan, Qing Lin, Weimin Tan,?Siming Chen. Rethinking Super-Resolution as Text-Guided Details Generation. ACM Multimedia 2022 (ACM MM'22), Accepted.
Yu Zhang, Yun Wang, Haidong Zhang, Bin Zhu,?Siming Chen, Dongmei Zhang. OneLabeler: A Flexible System for Building Data Labeling Tools. ACM CHI Conference on Human Factors in Computing Systems (ACM CHI'22), 93: 1-22, 2022.
Wei Zhang, Siwei Tan,?Siming Chen*, Linhao Meng, Tianye Zhang, Rongchen Zhu, Wei Chen*. Visual Reasoning for Uncertainty in Spatio-temporal Events of Historical Figures. IEEE Transactions on Visualization and Computer Graphics (TVCG), Accepted, 2022.
Zhichun Guo, Jun Tao,?Siming Chen, Nitesh V. Chawla, Chaoli Wang. SD2: Slicing and Dicing Scholarly Data for Interactive Evaluation of Academic Peformance. IEEE Transactions on Visualization and Computer Graphics (TVCG), Accepted, 2022.
Yuheng Zhao, Jinjing Jiang, Yi Chen, Richen Liu, Yalong Yang, Xiangyang Xue,?Siming Chen*. Metaverse: Perspectives from graphics, interactions and visualization. Visual Informatics, 6(1): 56-67, 2022.
Siqi Shen, Xingui Lai,?Siming Chen*, Qinghong Wang , Junting Gao. IEEE VAST Challenge 2021 Winner: Visual Analytics for Spatial-temporal Situation Awareness. IEEE Computer Graphics and Applications (CG&A), 2022, Accepted.
Lingyi Zhou, Dingzhang Dai, Junxia Ren, Xiaoxu Chen,?Siming Chen*. What is policy content and how is the public's policy support? A policy cognition study based on natural language processing and social psychology. Frontiers in Psychology, 13:1-16, 2022.
Natalia Andrienko, Gennady Andrienko,?Siming Chen, and Brian Fisher. Seeking patterns of visual pattern discovery for knowledge building. Computer Graphics Forum, 41(6):124-148, 2022.
Shuai Chen , Sihang Li, Yanda Li, Junlin Zhu, Juanjuan Long,?Siming Chen, Jiawan Zhang and Xiaoru Yuan. DanmuVis: Visualizing Danmu Content Dynamics and Associated Viewer Behaviors in Online Videos. Computer Graphics Forum (EuroVis’22), 2022, Accepted.
Jie Li, Yongjian Sun, Zhenhuan Lei,?Siming Chen, Gennady Andrienko, Natalia Andrienko, Wei Chen. A hybrid prediction and search approach for flexible and efficient exploration of big data. Journal of Visualization, 2022, Accepted.
Ying Zhao, Kui Yang,?Siming Chen*, Zhuo Zhang, Xin Huang, Qiusheng Li, Qi Ma, Xinyue Luan, Xiaoping Fan. A benchmark for visual analysis of insider threat detection SCIENCE CHINA Information Sciences, 65(9): 199102, 2022.
Siming Chen, Natalia Andrienko, Gennady Andrienko, Jie Li, Xiaoru Yuan. Co-Bridges: Pair-wise Visual Connection and Comparison for Multi-item Data Streams. IEEE Transactions on Visualization and Computer Graphics (VAST'20), 27(2): 1612-1622, 2021.
Ying Zhao, Xin Zhao,?Siming Chen*, Zhuo Zhang, Xin Huang. An Indoor Crowd Movement Trajectory Benchmark Dataset. IEEE Transactions on Reliability, Accepted, 2021.
Shahid Latif,?Siming Chen, Fabian Beck. A Deeper Understanding of Visualization–Text Interplay in Geographic Data-driven Stories. Computer Graphics Forum (EuroVis'21), 40(3): 311-322, 2021.
Peng Xie, Wenyuan Tao, Jie Li, Wentao Huang,?Siming Chen. Exploring Multi-dimensional Data via Subset Embedding. Computer Graphics Forum (EuroVis'21), 40(3): 75-86, 2021.
Jiazhi Xia, Jie Li,?Siming Chen, Hongxing Qin and Shixia Liu. A survey on interdisciplinary research of visualization and artificial intelligence. (In Chinese) SCIENCE CHINA Information Sciences, 51(11): 1777, 2021.
Shuai Chen, Sihang Li,?Siming Chen, Xiaoru Yuan. R-Map: A Map Metaphor for Visualizing Information Reposting Process in Social Media. IEEE Transactions on Visualization and Computer Graphics (VAST'19), 26(1): 1204-1214, 2020.
Phong H. Nguyen, Rafael Henkin,?Siming Chen, Natalia Andrienko, Gennady Andrienko, Olivier Thonnard, Cagatay Turkay. VASABI: Hierarchical User Profiles for Interactive Visual User Behaviour Analytics. IEEE Transactions on Visualization and Computer Graphics (VAST'19), 26(1): 77-86, 2020.
Siming Chen, Natalia Andrienko, Gennady Andrienko, Linara Adilova, Jeremie Barlet, Joerg Kindermann, Phong.H Nguyen, Olivier Thonnard, Cagatay Turkay. LDA Ensembles for Interactive Exploration and Categorization of Behaviors. IEEE Transactions on Visualization and Computer Graphics (TVCG), 26(9): 2775 - 2792, 2020.
Siming Chen, Jie Li, Gennady Andridenko, Natalia Andrienko, Yun Wang, Phong.H Nguyen, Cagatay Turkay. Supporting Story Synthesis: Bridging the Gap between Visual Analytics and Storytelling. IEEE Transactions on Visualization and Computer Graphics (TVCG), 26(7): 2499 - 2516, 2020
Jie Li,?Siming Chen, Wei Chen, Gennady Andrienko, Natalia Andrienko. Semantics-Space-Time Cube. A Conceptual Framework for Systematic Analysis of Texts in Space and Time. IEEE Transactions on Visualization and Computer Graphics (TVCG), 26(4):1789 - 1806, 2020.
Feng Liu, Gennady Andrienko, Natalia Andrienko,?Siming Chen, Davy Janssens, Geert Wets, Yannis Theodoridis. Citywide Traffic Analysis Based on the Combination of Visual and Analytic Approaches. Journal of Geovisualization and Spatial Analysis (JGSA), Springer, 4: 15:1 - 15:17, 2020.
Yun Han, Zhenhuang Wang,?Siming Chen, Guozheng Li, Xiaolong Zhang, Xiaoru Yuan Interactive Assigning of Conference Sessions with Visualization and Topic Modeling. In Proceedings of IEEE Pacific Visualization Symposium (PacificVis 2020 Notes), pages 236-240, Tianjin, China, Jun.3-5, 2020.
Siming Chen, Gennady Andrienko, Natalia Andrienko, Christos Doulkeridis, Athanasios Koumparos. Contextualized Analysis of Movement Events. in Proceedings of EuroVA'19?(Best Paper Award),?Pages 49-53, Porto, Portugal, Jun.3-7, 2019.
Linara Adilova, Livin Natious,?Siming Chen, Olivier Thonnard, and Michael Kamp. System Misuse Detection via Informed Behavior Clustering and Modeling. DSN Workshop on Data-Centric Dependability and Security (DCDS'19), 2019
Jie Li,?Siming Chen, Kang Zhang, Gennady Andrienko, Natalia Andrienko COPE: Interactive Exploration of Co-occurrence Patterns in Spatial Time Series. IEEE Transactions on Visualization and Computer Graphics (TVCG), 25(8): 2554-2567, 2019.
Wei Zhang, Siwei Tan, Kai Liu, Lei Shi,?Siming Chen, Wei Chen A New Perspective on the Study of Literature (Songci): Text Correlation and Spatio-Temporal Visual Analytics. Journal of Computer-Aided Design & Computer Graphics, 31(10):1689-1697, 2019 (ChinaVis'19), in Chinese.
Xueyi Chen, Liming Shen, Ziqi Sha, Richen Liu,?Siming Chen, Genlin Ji, and Chao Tan. A Survey of Multi-Space Techniques in Spatio-Temporal Simulation Data Visualization. Visual Informatics?(Best Survey Paper Award of ChinaVis'19), 3:129-139, 2019.
Min Gao, Yuzhe Xiang, Lijun Wang, Richen Liu,?Siming Chen, Jingle Jia, Genlin Ji, and Sitong Fang. Histogram-Based Nonlinear Transfer Function Edit and Fusion. Lecture Notes in Computer Science (the 10th International Conference on Image and Graphics, ICIG'19), 11902:300-315, 2019.
Siming Chen, Shuai Chen, Zhenhuang Wang, Jie Liang, Yadong Wu, Xiaoru Yuan. D-Map+: Interactive Visual Analysis and Exploration of Ego-centric and Event-centric Information Diffusion Patterns in Social Media. ACM Transactions on Intelligent Systems and Technology (TIST), 10(1): 11:1 - 11:26, 2018.
Siming Chen, Shuai Chen, Natalia Andrienko, Gennady Andrienko, Phong H. Nguyen, Cagatay Turkay, Olivier Thonnard, Xiaoru Yuan User Behavior Map: Visual Exploration for Cyber Security Session Data. in Proceedings of 2018 IEEE Symposium on Visualization for Cyber Security (VizSec'18)?, Pages 1-4, Berlin, Germany, Oct.22, 2018.
Jie Li,?Siming Chen, Gennady Andrienko, Natalia Andrienko Visual Exploration of Spatial and Temporal Variations of Tweet Topic Popularity. in Proceedings of EuroVis Workshop on Visual Analytics (EuroVA'18)?(Best Paper Award), Pages 7-11, Brno, Czech Republic, Jun.4-8, 2018.
Alexandra Diehl, Michael Hundt, Johannes H?u?ler, Daniel Seebacher,?Siming Chen, Nida Cilasun, Daniel Keim and Tobias Schreck. SocialOcean: Visual Analysis and Characterization of Social Media Bubbles. in Proceedings of 2018 International Symposium on Big Data Visual and Immersive Analytics (BDVA'18)?, Konstanz, Germany, Oct.17-19, 2018.
Alexandra Diehl, Bin Yang, Rahul Deb Das,?Siming Chen, Gennady Andrienko, Natalia Andrienko, Doris Dransch and Daniel Keim. User Uncertainty: A Human-Centred Uncertainty Taxonomy for Volunteer Geographic Information through the Visual Analytics Workflow. in Proceedings of VGI Geovisual Analytics Workshop 2018, Konstanz, Germany, Oct.19, 2018.
Siming Chen, Zuchao Wang, Jie Liang, Xiaoru Yuan. Uncertainty-aware Visual Analytics for Exploring Human Behaviors from Heterogeneous Spatial Temporal Data. Journal of Visual Languages and Computing (ChinaVis'16,?Honorable mention for Best Paper Award), 48: 187-198, 2018, .
Richen Liu,?Siming Chen, Genlin Ji, Bin Zhao, Qiusheng Li, Mingjun Su. Interactive Stratigraphic Structure Visualization for Seismic Data. Journal of Visual Languages and Computing (JVLC), 48: 81-90, 2018 .
Siming Chen, Shuai Chen, Lijing Lin, Xiaoru Yuan, Jie Liang, Xiaolong (Luke) Zhang. E-Map: A Visual Analytics Approach for Exploring Significant Event Evolutions in Social Media. in Proceedings of IEEE Symposium on Visual Analytics Science and Technology (VAST'17), Pages 36 - 47, Phoenix, USA, Oct.1-6, 2017.
Siming Chen, Lijing Lin, Xiaoru Yuan. Social Media Visual Analytics. Computer Graphics Forum (EuroVis State-of-the-Art Report'17), 36(3): 563-587, 2017.
Fan Hong,?Siming Chen, Hanqi Guo, Xiaoru Yuan, Jian Huang, Yongxian Zhang Visual Exploration of Ionosphere Disturbances for Earthquake Research. In Proceedings of SIGGRAPH Asia '17 Symposium of Visualization?(Honorable Mention for Best Paper Award), Bangkok, Thailand, Nov. 27-30, 2017.
Min Lu,?Siming Chen, Chufan Lai, Lijing Lin, Xiaoru Yuan Frontier of Information Visualization and Visual Analytics in 2016. Journal of Visualization, 20(4):667–686, 2017.
Min Lu, Jie Liang, Yu Zhang, Guozheng Li,?Siming Chen, Zongru Li, Xiaoru Yuan Interaction+: Interaction Enhancement for Web-based Visualizations. In Proceedings of IEEE Pacific Visualization Symposium (PacificVis 2017), pages 61-70, Seoul, Korea, Apr.17-20, 2017.
Zhenhuang Wang,?Siming Chen, Xiaoru Yuan Visual Analysis for Microblog Topic Modeling. Journal of Software, 2018, 29(4): 1115-1130 (ChinaVis'16), in Chinese.
Siming Chen, Shuai Chen, Zhenhuang Wang, Jie Liang, Xiaoru Yuan, Nan Cao, Yadong Wu. D-Map: Visual Analysis of Ego-centric Information Diffusion Patterns in Social Media. in Proceedings of IEEE Symposium on Visual Analytics Science and Technology (VAST'16), pages 41-50, Baltimore, USA, Oct. 23-28, 2016.
Xiaoru Yuan, Zhenhuang Wang, Zipeng Liu, Lijing Lin, Cong Guo,?Siming Chen, Donghao Ren Visualization of Social Media Flows with Interactively Identified Key Players. in Proceedings of the Third Conference of China Visualization and Visual Analytics (ChinaVis'16), Changsha, China, Jul.21-23, 2016.
Siming Chen, Xiaoru Yuan, Zhenhuang Wang, Cong Guo, Jie Liang, Zuchao Wang, Xiaolong (Luke) Zhang and Jiawan Zhang. Interactive Visual Discovering of Movement Patterns from Sparsely Sampled Geo-tagged Social Media Data. IEEE Transactions on Visualization and Computer Graphics (VAST'15), 22(1): 270-279,2016.
Min Lu, Zuchao Wang, Xiaoru Yuan,?Siming Chen, Tangzhi Ye. Visual Exploration of Urban Data. Communications of China Computer Federation (CCCF),?Invited Paper, 12(8):32-39, 2016, in Chinese
Siming Chen, Cong Guo, Xiaoru Yuan, Fabian Merkle, Hanna Schaefer and Thomas Ertl. OCEANS: online collaborative explorative analysis on network security. in Proceedings of the Eleventh Workshop on Visualization for Cyber Security (VizSec'14),?Pages 1-8, Paris, France, Nov.10, 2014.
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