Siming Chen

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 77

Top Topics

Autonomous Driving

Sparsely Sampled

Interactive Exploration

Top Venues

IEEE Trans. Vis. Comput. Graph.

Publications

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 Trans. Vis. Comput. Graph. 30 (7) (2024)
Siming Chen, Liang Gou, Michael Kamp, Dong Sun
Visual Computing for Autonomous Driving. IEEE Computer Graphics and Applications 44 (3) (2024)
Lin Gao, Jing Lu, Zekai Shao, Ziyue Lin, Shengbin Yue, Chiokit Ieong, Yi Sun, Rory James Zauner, Zhongyu Wei, Siming Chen
Fine-Tuned Large Language Model for Visualization System: A Study on Self-Regulated Learning in Education. CoRR (2024)
Liwenhan Xie, Xinhuan Shu, Jeon Cheol Su, Yun Wang, Siming Chen, Huamin Qu
Creating Emordle: Animating Word Cloud for Emotion Expression. IEEE Trans. Vis. Comput. Graph. 30 (8) (2024)
Huan Yang, Jie Li, Siming Chen
TopicRefiner: Coherence-Guided Steerable LDA for Visual Topic Enhancement. IEEE Trans. Vis. Comput. Graph. 30 (8) (2024)
Yi Sun, Zekai Shao, Xingyu Qiu, Yun Li, Ting Liu, Linbing Xiang, Dong Sun, Siming Chen
Interpreting Autonomous Driving Corner Cases: A Visual Analytics Approach. PacificVis (2024)
Yue Wang, Yusheng Qi, Xiaolong Luke Zhang, Siming Chen
Graph-Neural-Network-Based User Intent Understanding for Visual Analytics. PacificVis (2024)
Yuheng Zhao, Yixing Zhang, Yu Zhang, Xinyi Zhao, Junjie Wang, Zekai Shao, Cagatay Turkay, Siming Chen
LEVA: Using Large Language Models to Enhance Visual Analytics. CoRR (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 Trans. Vis. Comput. Graph. 30 (1) (2024)
Xinnong Zhang, Haoyu Kuang, Xinyi Mou, Hanjia Lyu, Kun Wu, Siming Chen, Jiebo Luo, Xuanjing Huang, Zhongyu Wei
SoMeLVLM: A Large Vision Language Model for Social Media Processing. CoRR (2024)
Lin Gao, Zekai Shao, Ziqin Luo, Haibo Hu, Cagatay Turkay, Siming Chen
TransforLearn: Interactive Visual Tutorial for the Transformer Model. IEEE Trans. Vis. Comput. Graph. 30 (1) (2024)
Yang Zhang, Jisheng Liu, Chufan Lai, Yuan Zhou, Siming Chen
Interpreting High-Dimensional Projections With Capacity. IEEE Trans. Vis. Comput. Graph. 30 (9) (2024)
Xuan Chen, Xincan Zhang, Zhaohan Wang, Kerun Yu, Wong Kam-Kwai, Haoyun Guo, Siming Chen
Visual analytics for security threats detection in Ethereum consensus layer. J. Vis. 27 (3) (2024)
Ting Liu, Dong Sun, Chongke Bi, Yi Sun, Siming Chen
Dynamic-Scene-Graph-Supported Visual Understanding of Autonomous Driving Scenarios. PacificVis (2024)
Xinnong Zhang, Haoyu Kuang, Xinyi Mou, Hanjia Lyu, Kun Wu, Siming Chen, Jiebo Luo, Xuanjing Huang, Zhongyu Wei
SoMeLVLM: A Large Vision Language Model for Social Media Processing. ACL (Findings) (2024)
Wenchao Li, Zhan Wang, Yun Wang, Di Weng, Liwenhan Xie, Siming Chen, Haidong Zhang, Huamin Qu
GeoCamera: Telling Stories in Geographic Visualizations with Camera Movements. CHI (2023)
Liwenhan Xie, Zhaoyu Zhou, Kerun Yu, Yun Wang, Huamin Qu, Siming Chen
Wakey-Wakey: Animate Text by Mimicking Characters in a GIF. UIST (2023)
Wei Zhang, Jason K. 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 Interactive Exploration of Cohorts based on Historical Data. IEEE Trans. Vis. Comput. Graph. 29 (1) (2023)
Wenchao Li, Zhan Wang, Yun Wang, Di Weng, Liwenhan Xie, Siming Chen, Haidong Zhang, Huamin Qu
GeoCamera: Telling Stories in Geographic Visualizations with Camera Movements. CoRR (2023)
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 Trans. Vis. Comput. Graph. 29 (1) (2023)
Jie Li, Yongjian Sun, Zhenhuan Lei, Siming Chen, Gennady L. Andrienko, Natalia V. Andrienko, Wei Chen
A hybrid prediction and search approach for flexible and efficient exploration of big data. J. Vis. 26 (2) (2023)
Liwenhan Xie, Zhaoyu Zhou, Kerun Yu, Yun Wang, Huamin Qu, Siming Chen
Wakey-Wakey: Animate Text by Mimicking Characters in a GIF. CoRR (2023)
Zhichun Guo, Jun Tao, Siming Chen, Nitesh V. Chawla, Chaoli Wang
: Slicing and Dicing Scholarly Data for Interactive Evaluation of Academic Performance. IEEE Trans. Vis. Comput. Graph. 29 (8) (2023)
Wenchao Li, Sarah Schöttler, James Scott-Brown, Yun Wang, Siming Chen, Huamin Qu, Benjamin Bach
NetworkNarratives: Data Tours for Visual Network Exploration and Analysis. CHI (2023)
Wei Zhang, Siwei Tan, Siming Chen, Linghao Meng, Tianye Zhang, Rongchen Zhu, Wei Chen
Visual Reasoning for Uncertainty in Spatio-Temporal Events of Historical Figures. IEEE Trans. Vis. Comput. Graph. 29 (6) (2023)
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 43 (5) (2023)
Junping Zhang, Jian Pu, Jie Chen, Haolin Fu, Yongzhi Tao, Shihmin Wang, Qi Chen, Yunfeng Xiao, Siming Chen, Yuan Cheng, Hongming Shan, Dewang Chen, Fei-Yue Wang
DSiV: Data Science for Intelligent Vehicles. IEEE Trans. Intell. Veh. 8 (4) (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. Vis. Informatics 7 (2) (2023)
Jiaqi Dong, Zishu Qin, Zhou Fang, Xuan Chen, Zengfeng Huang, Haoyun Guo, Richen Liu, Cagatay Turkay, Siming Chen
Visual Analytics for Phishing Scam Identification in Blockchain Transactions with Multiple Model Comparison. VINCI (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. VRW (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 Trans. Vis. Comput. Graph. 29 (12) (2023)
Yuheng Zhao, Jinjing Jiang, Yi Chen, Richen Liu, Yalong Yang, Xiangyang Xue, Siming Chen
Metaverse: Perspectives from graphics, interactions and visualization. Vis. Informatics 6 (1) (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 Trans. Hum. Mach. Syst. 52 (6) (2022)
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. Sci. China Inf. Sci. 65 (9) (2022)
Yongjian Sun, Jie Li, Siming Chen, Gennady L. Andrienko, Natalia V. Andrienko, Kang Zhang
A learning-based approach for efficient visualization construction. Vis. Informatics 6 (1) (2022)
Wei Zhang, Jason K. 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 Interactive Exploration of Cohorts based on Historical Data. CoRR (2022)
Yijie Hou, Chengshun Wang, Junhong Wang, Xiangyang Xue, Xiaolong Luke Zhang, Jun Zhu, Dongliang Wang, Siming Chen
Visual Evaluation for Autonomous Driving. IEEE Trans. Vis. Comput. Graph. 28 (1) (2022)
Natalia V. Andrienko, Gennady L. Andrienko, Siming Chen, Brian D. Fisher
Seeking Patterns of Visual Pattern Discovery for Knowledge Building. Comput. Graph. Forum 41 (6) (2022)
Yu Zhang, Yun Wang, Haidong Zhang, Bin Zhu, Siming Chen, Dongmei Zhang
OneLabeler: A Flexible System for Building Data Labeling Tools. CHI (2022)
Qing Chen, Ziyan Liu, Chengwei Wang, Xingyu Lan, Ying Chen, Siming Chen, Nan Cao
VizBelle: A Design Space of Embellishments for Data Visualization. CoRR (2022)
Chenxi Ma, Bo Yan, Qing Lin, Weimin Tan, Siming Chen
Rethinking Super-Resolution as Text-Guided Details Generation. ACM Multimedia (2022)
Zhichun Guo, Jun Tao, Siming Chen, Nitesh V. Chawla, Chaoli Wang
SD2: Slicing and Dicing Scholarly Data for Interactive Evaluation of Academic Performance. CoRR (2022)
Yu Zhang, Yun Wang, Haidong Zhang, Bin Zhu, Siming Chen, Dongmei Zhang
OneLabeler: A Flexible System for Building Data Labeling Tools. CoRR (2022)
Chenxi Ma, Bo Yan, Qing Lin, Weimin Tan, Siming Chen
Rethinking Super-Resolution as Text-Guided Details Generation. CoRR (2022)
Linara Adilova, Siming Chen, Michael Kamp
Novelty Detection in Sequential Data by Informed Clustering and Modeling. CoRR (2021)
Siming Chen, Natalia V. Andrienko, Gennady L. Andrienko, Jie Li, Xiaoru Yuan
Co-Bridges: Pair-wise Visual Connection and Comparison for Multi-item Data Streams. IEEE Trans. Vis. Comput. Graph. 27 (2) (2021)
Peng Xie, Wenyuan Tao, Jie Li, Wentao Huang, Siming Chen
Exploring Multi-dimensional Data via Subset Embedding. Comput. Graph. Forum 40 (3) (2021)
Ying Zhao, Xin Zhao, Siming Chen, Zhuo Zhang, Xin Huang
An Indoor Crowd Movement Trajectory Benchmark Dataset. IEEE Trans. Reliab. 70 (4) (2021)
Peng Xie, Wenyuan Tao, Jie Li, Wentao Huang, Siming Chen
Exploring Multi-dimensional Data via Subset Embedding. CoRR (2021)
Shahid Latif, Siming Chen, Fabian Beck
A Deeper Understanding of Visualization-Text Interplay in Geographic Data-driven Stories. Comput. Graph. Forum 40 (3) (2021)
Ying Zhao, Xin Zhao, Siming Chen, Zhuo Zhang, Xin Huang
An Indoor Crowd Movement Trajectory Benchmark Dataset. CoRR (2021)
Shuai Chen, Sihang Li, Siming Chen, Xiaoru Yuan
R-Map: A Map Metaphor for Visualizing Information Reposting Process in Social Media. IEEE Trans. Vis. Comput. Graph. 26 (1) (2020)
Siming Chen, Jie Li, Gennady L. Andrienko, Natalia V. Andrienko, Yun Wang, Phong H. Nguyen, Cagatay Turkay
Supporting Story Synthesis: Bridging the Gap between Visual Analytics and Storytelling. IEEE Trans. Vis. Comput. Graph. 26 (7) (2020)
Yun Han, Zhenhuang Wang, Siming Chen, Guozheng Li, Xiaolong Zhang, Xiaoru Yuan
Interactive Assigning of Conference Sessions with Visualization and Topic Modeling. PacificVis (2020)
Jie Li, Siming Chen, Wei Chen, Gennady L. Andrienko, Natalia V. Andrienko
Semantics-Space-Time Cube: A Conceptual Framework for Systematic Analysis of Texts in Space and Time. IEEE Trans. Vis. Comput. Graph. 26 (4) (2020)
Siming Chen, Natalia V. Andrienko, Gennady L. Andrienko, Linara Adilova, Jérémie Barlet, Jörg Kindermann, Phong H. Nguyen, Olivier Thonnard, Cagatay Turkay
LDA Ensembles for Interactive Exploration and Categorization of Behaviors. IEEE Trans. Vis. Comput. Graph. 26 (9) (2020)
Phong H. Nguyen, Rafael Henkin, Siming Chen, Natalia V. Andrienko, Gennady L. Andrienko, Olivier Thonnard, Cagatay Turkay
VASABI: Hierarchical User Profiles for Interactive Visual User Behaviour Analytics. IEEE Trans. Vis. Comput. Graph. 26 (1) (2020)
Min Gao, Yuzhe Xiang, Lijun Wang, Richen Liu, Sitong Fang, Siming Chen, Jingle Jia, Genlin Ji, Bin Zhao
Histogram-Based Nonlinear Transfer Function Edit and Fusion. ICIG (2) (2019)
Linara Adilova, Livin Natious, Siming Chen, Olivier Thonnard, Michael Kamp
System Misuse Detection Via Informed Behavior Clustering and Modeling. DSN Workshops (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 Trans. Intell. Syst. Technol. 10 (1) (2019)
Linara Adilova, Livin Natious, Siming Chen, Olivier Thonnard, Michael Kamp
System Misuse Detection via Informed Behavior Clustering and Modeling. CoRR (2019)
Siming Chen, Gennady L. Andrienko, Natalia V. Andrienko, Christos Doulkeridis, Athanasios Koumparos
Contextualized Analysis of Movement Events. EuroVA@EuroVis (2019)
Xueyi Chen, Liming Shen, Ziqi Sha, Richen Liu, Siming Chen, Genlin Ji, Chao Tan
A Survey of Multi-Space Techniques in Spatio-Temporal Simulation Data Visualization. Vis. Informatics 3 (3) (2019)
Jie Li, Siming Chen, Kang Zhang, Gennady L. Andrienko, Natalia V. Andrienko
COPE: Interactive Exploration of Co-Occurrence Patterns in Spatial Time Series. IEEE Trans. Vis. Comput. Graph. 25 (8) (2019)
Jie Li, Siming Chen, Gennady L. Andrienko, Natalia V. Andrienko
Visual Exploration of Spatial and Temporal Variations of Tweet Topic Popularity. EuroVA@EuroVis (2018)
Siming Chen, Zuchao Wang, Jie Liang, Xiaoru Yuan
Uncertainty-aware visual analytics for exploring human behaviors from heterogeneous spatial temporal data. J. Vis. Lang. Comput. 48 (2018)
Siming Chen, Shuai Chen, Natalia V. Andrienko, Gennady L. Andrienko, Phong H. Nguyen, Cagatay Turkay, Olivier Thonnard, Xiaoru Yuan
User Behavior Map: Visual Exploration for Cyber Security Session Data. VizSEC (2018)
Richen Liu, Siming Chen, Genlin Ji, Bin Zhao, Qiusheng Li, Mingjun Su
Interactive stratigraphic structure visualization for seismic data. J. Vis. Lang. Comput. 48 (2018)
Siming Chen, Shuai Chen, Lijing Lin, Xiaoru Yuan, Jie Liang, Xiaolong Zhang
E-Map: A Visual Analytics Approach for Exploring Significant Event Evolutions in Social Media. VAST (2017)
Fan Hong, Siming Chen, Hanqi Guo, Xiaoru Yuan, Jian Huang, Yongxian Zhang
Visual exploration of ionosphere disturbances for earthquake research. SIGGRAPH Asia Symposium on Visualization (2017)
Min Lu, Siming Chen, Chufan Lai, Lijing Lin, Xiaoru Yuan
Frontier of Information Visualization and Visual Analytics in 2016. J. Vis. 20 (4) (2017)
Min Lu, Jie Liang, Yu Zhang, Guozheng Li, Siming Chen, Zongru Li, Xiaoru Yuan
Interaction+: Interaction enhancement for web-based visualizations. PacificVis (2017)
Siming Chen, Lijing Lin, Xiaoru Yuan
Social Media Visual Analytics. Comput. Graph. Forum 36 (3) (2017)
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. VAST (2016)
Siming Chen, Xiaoru Yuan, Zhenhuang Wang, Cong Guo, Jie Liang, Zuchao Wang, Xiaolong Luke Zhang, Jiawan Zhang
Interactive Visual Discovering of Movement Patterns from Sparsely Sampled Geo-tagged Social Media Data. IEEE Trans. Vis. Comput. Graph. 22 (1) (2016)
Tangzhi Ye, Youfeng Hao, Zhenhuang Wang, Chufan Lai, Siming Chen, Zongru Li, Jie Liang, Xiaoru Yuan
Behavior analysis through collaborative visual exploration on trajectory data. VAST (2015)
Zuchao Wang, Xiaoru Yuan, Tangzhi Ye, Youfeng Hao, Siming Chen, Jie Liang, Qiusheng Li, Haiyang Wang, Yadong Wu
Visual data quality analysis for taxi GPS data. VAST (2015)
Siming Chen, Cong Guo, Xiaoru Yuan, Jiawan Zhang, Xiaolong Luke Zhang
MovementFinder: Visual analytics of origin-destination patterns from geo-tagged social media. IEEE VAST (2014)
Siming Chen, Zuchao Wang, Zipeng Liu, Zhenhuang Wang, Chenglong Wang, Zhengjie Miao, Xiaoru Yuan
MovementFinder: A multi-filter visual analytics design for movement data investigation. IEEE VAST (2014)
Zipeng Liu, Zhenhuang Wang, Siming Chen, Zuchao Wang, Zhengjie Miao, Xiaoru Yuan
A platform for collaborative visual analysis on streaming messages. IEEE VAST (2014)
Siming Chen, Chenglong Wang, Zipeng Liu, Zhenhuang Wang, Zuchao Wang, Zhengjie Miao, Xiaoru Yuan
Visual analytics support for collecting and correlating evidence for intelligence analysis. IEEE VAST (2014)
Chenglong Wang, Zhengjie Miao, Siming Chen, Zipeng Liu, Zuchao Wang, Zhenhuang Wang, Xiaoru Yuan
Story explorer: A visual analysis tool for heterogeneous text data. IEEE VAST (2014)
Siming Chen, Cong Guo, Xiaoru Yuan, Fabian Merkle, Hanna Schäfer, Thomas Ertl
OCEANS: online collaborative explorative analysis on network security. VizSEC (2014)