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ORCIDSiming Chen 0001
陈思明
Person information
- unicode name: 陈思明
- affiliation: Fudan University, School of Data Science, Shanghai, China
- affiliation (former): Fraunhofer Institute for Intelligent Analysis and Information Systems (IAIS), Sankt Augustin, Germany
- affiliation (former): Peking University, Key Laboratory of Machine Perception, Beijing, China
Other persons with the same name
- Siming Chen (aka: Si-Ming Chen) — disambiguation page
- Siming Chen 0002
![[0000-0002-4361-0664]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-4361-0664")
— University College London, London, UK - Siming Chen 0003 — University of Science of Technology of China, Hefei, China
- Siming Chen 0004 — China Southern Power Grid Corporation Kunming Power Supply Bureau, Kunming, China
- Siming Chen 0005 — Harbin Institute of Technology, School of Electronics and Information Engineering, China
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Journal Articles
- 2025
[j55]Ziyue Lin, Yi Shan, Lin Gao, Xinghua Jia, Siming Chen:
SimSpark: Interactive Simulation of Social Media Behaviors. Proc. ACM Hum. Comput. Interact. 9(2): 1-32 (2025)- [j54]Lin Gao, Jing Lu, Zekai Shao, Ziyue Lin, Shengbin Yue, Chiokit Leong, 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. IEEE Trans. Vis. Comput. Graph. 31(1): 514-524 (2025) - [j53]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. IEEE Trans. Vis. Comput. Graph. 31(3): 1830-1847 (2025) - [j52]Fen Wang, Bomiao Wang, Xueli Shu, Zhen Liu, Zekai Shao, Chao Liu, Siming Chen:
ChartInsighter: An Approach for Mitigating Hallucination in Time-Series Chart Summary Generation With a Benchmark Dataset. IEEE Trans. Vis. Comput. Graph. 31(6): 3733-3745 (2025) - [j51]Jun-Hsiang Yao, Mingzheng Li, Jiayi Liu, Yuxiao Li, Jielin Feng, Jun Han, Qibao Zheng, Jianfeng Feng, Siming Chen:
DTBIA: An Immersive Visual Analytics System for Brain-Inspired Research. IEEE Trans. Vis. Comput. Graph. 31(6): 3796-3808 (2025) - [j50]Yu Zhang, Xinyue Chen, Weili Zheng, Yuhan Guo, Guozheng Li, Siming Chen, Xiaoru Yuan:
VisTaxa: Developing a Taxonomy of Historical Visualizations. IEEE Trans. Vis. Comput. Graph. 31(6): 3850-3862 (2025) - [j49]Yuheng Zhao, Junjie Wang, Linbing Xiang, Xiaowen Zhang, Zifei Guo, Cagatay Turkay, Yu Zhang, Siming Chen:
LightVA: Lightweight Visual Analytics With LLM Agent-Based Task Planning and Execution. IEEE Trans. Vis. Comput. Graph. 31(9): 6162-6177 (2025) - [j48]Zekai Shao, Leixian Shen, Haotian Li, Yi Shan, Huamin Qu, Yun Wang, Siming Chen:
Narrative Player: Reviving Data Narratives With Visuals. IEEE Trans. Vis. Comput. Graph. 31(10): 6781-6795 (2025) - [j47]Xinwu Ye, Jielin Feng, Erasmo Purificato, Ludovico Boratto, Michael Kamp, Zengfeng Huang, Siming Chen:
GNNFairViz: Visual Analysis for Graph Neural Network Fairness. IEEE Trans. Vis. Comput. Graph. 31(10): 7153-7170 (2025) - [j46]Lei Peng, Ziyue Lin, Natalia V. Andrienko, Gennady L. Andrienko, Siming Chen:
Contextualized visual analytics for multivariate events. Vis. Informatics 9(2): 100234 (2025) - [j45]Zichen Cheng, Ziyue Lin, Yihang Yang, Zhongyu Wei, Siming Chen:
Interactive simulation and visual analysis of social media event dynamics with LLM-based multi-agent modeling. Vis. Informatics 9(3): 100260 (2025) - 2024
- [j44]Siming Chen, Liang Gou, Michael Kamp, Dong Sun:
Visual Computing for Autonomous Driving. IEEE Computer Graphics and Applications 44(3): 11-13 (2024) - [j43]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): 469-483 (2024) - [j42]Lijing Lin, Jiacheng Yu, Fan Hong, Chufan Lai, Siming Chen, Xiaoru Yuan:
GraphInterpreter: a visual analytics approach for dynamic networks evolution exploration via topic models. J. Vis. 27(5): 909-924 (2024) - [j41]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): 551-561 (2024) - [j40]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): 891-901 (2024) - [j39]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): 3779-3797 (2024) - [j38]Huan Yang, Jie Li, Siming Chen:
TopicRefiner: Coherence-Guided Steerable LDA for Visual Topic Enhancement. IEEE Trans. Vis. Comput. Graph. 30(8): 4542-4557 (2024) - [j37]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): 5198-5211 (2024) - [j36]Yang Zhang, Jisheng Liu, Chufan Lai, Yuan Zhou, Siming Chen:
Interpreting High-Dimensional Projections With Capacity. IEEE Trans. Vis. Comput. Graph. 30(9): 6038-6055 (2024) - 2023
- [j35]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): 12-22 (2023) - [j34]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): 457-475 (2023) - [j33]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. Proc. ACM Hum. Comput. Interact. 7(CSCW1): 1-31 (2023) - [j32]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): 2628-2634 (2023) - [j31]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): 95-105 (2023) - [j30]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): 756-766 (2023) - [j29]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): 3009-3023 (2023) - [j28]Zhichun Guo, Jun Tao, Siming Chen, Nitesh V. Chawla, Chaoli Wang:
SD2: Slicing and Dicing Scholarly Data for Interactive Evaluation of Academic Performance. IEEE Trans. Vis. Comput. Graph. 29(8): 3569-3585 (2023) - [j27]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): 5033-5049 (2023) - [j26]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): 41-53 (2023) - [j25]Jielin Feng, Kehao Wu, Siming Chen:
TopicBubbler: An interactive visual analytics system for cross-level fine-grained exploration of social media data. Vis. Informatics 7(4): 41-56 (2023) - 2022
- [j24]Shuai Chen, Sihang Li, Yanda Li, Junlin Zhu, Juanjuan Long, Siming Chen, Jiawan Zhang, Xiaoru Yuan:
DanmuVis: Visualizing Danmu Content Dynamics and Associated Viewer Behaviors in Online Videos. Comput. Graph. Forum 41(3): 429-440 (2022) - [j23]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): 124-148 (2022) - [j22]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): 1-3 (2022) - [j21]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): 1338-1351 (2022) - [j20]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): 1030-1039 (2022) - [j19]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): 14-25 (2022) - [j18]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): 56-67 (2022) - 2021
- [j17]Peng Xie, Wenyuan Tao, Jie Li, Wentao Huang, Siming Chen:
Exploring Multi-dimensional Data via Subset Embedding. Comput. Graph. Forum 40(3): 75-86 (2021) - [j16]Shahid Latif, Siming Chen, Fabian Beck:
A Deeper Understanding of Visualization-Text Interplay in Geographic Data-driven Stories. Comput. Graph. Forum 40(3): 311-322 (2021) - [j15]Ying Zhao, Xin Zhao, Siming Chen, Zhuo Zhang, Xin Huang:
An Indoor Crowd Movement Trajectory Benchmark Dataset. IEEE Trans. Reliab. 70(4): 1368-1380 (2021) - [j14]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): 1612-1622 (2021) - 2020
- [j13]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): 77-86 (2020) - [j12]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): 1204-1214 (2020) - [j11]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): 1789-1806 (2020) - [j10]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): 2499-2516 (2020) - [j9]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): 2775-2792 (2020) - 2019
- [j8]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): 11:1-11:26 (2019) - [j7]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): 2554-2567 (2019) - [j6]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): 129-139 (2019) - 2018
- [j5]Richen Liu, Siming Chen, Genlin Ji, Bin Zhao, Qiusheng Li, Mingjun Su:
Interactive stratigraphic structure visualization for seismic data. J. Vis. Lang. Comput. 48: 81-90 (2018) - [j4]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: 187-198 (2018) - 2017
- [j3]Siming Chen, Lijing Lin, Xiaoru Yuan:
Social Media Visual Analytics. Comput. Graph. Forum 36(3): 563-587 (2017) - [j2]Min Lu, Siming Chen, Chufan Lai, Lijing Lin, Xiaoru Yuan:
Frontier of Information Visualization and Visual Analytics in 2016. J. Vis. 20(4): 667-686 (2017) - 2016
- [j1]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): 270-279 (2016)
Conference and Workshop Papers
- 2025
- [c43]Xinwu Ye, Chengfan Li, Siming Chen, Wei Wei, Robert Tang:
MMSciBench: Benchmarking Language Models on Chinese Multimodal Scientific Problems. ACL (Findings) 2025: 14621-14663 - [c42]Zekai Shao, Siyu Yuan, Lin Gao, Yixuan He, Deqing Yang, Siming Chen:
Unlocking Scientific Concepts: How Effective Are LLM-Generated Analogies for Student Understanding and Classroom Practice? CHI 2025: 143:1-143:19 - [c41]Xiawei Liu, Shiyue Yang, Xinnong Zhang, Haoyu Kuang, Libo Sun, Yihang Yang, Siming Chen, Xuanjing Huang, Zhongyu Wei:
AI-Press: A Multi-Agent News Generating and Feedback Simulation System Powered by Large Language Models. COLING (Demonstrations) 2025: 63-82 - [c40]Tian Qiu, Fen Wang, Shaohua Huang, Meng Guo, Yuheng Zhao, Jincheng Li, Siming Chen:
SmartMLVs: LLM-enabled Multiple Linked Views Generation for Interactive Visualization. PacificVis 2025: 58-68 - [c39]Jinjing Jiang, Yuheng Zhao, Jun-Hsiang Yao, Huiting Wang, Xuexi Wang, Lana Blue, Chen Guo, Xudong Li, Siming Chen:
Social Media Island: Interactive User Profiling and Information Diffusion Exploration with 3D Visual Metaphors. PacificVis 2025: 203-213 - [c38]Yifei Zhang, Jingyan Zhang, Ziyue Lin, Linping Yuan, Jun Han, Yalong Yang, Siming Chen:
ST2VR: An Interactive Authoring System for SpatioTemporal STorytelling in Virtual Reality with Hierarchical Narrative Structure. PacificVis 2025: 224-234 - [c37]Yifei Zhang, Linping Yuan, Yuheng Zhao, Jielin Feng, Siming Chen:
KinemaFX: A Kinematic-Driven Interactive System for Particle Effect Exploration and Customization. UIST 2025: 9:1-9:17 - 2024
- [c36]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: 2366-2389 - [c35]Richen Liu, Hansheng Wang, Hailong Wang, Siru Chen, Chufan Lai, Ayush Kumar, Siming Chen:
ScaleTraversal: Creating Multi-Scale Biomedical Animation with Limited Hardware Resources. ACM Multimedia 2024: 2603-2612 - [c34]Yue Wang, Yusheng Qi, Xiaolong Luke Zhang, Siming Chen:
Graph-Neural-Network-Based User Intent Understanding for Visual Analytics. PacificVis 2024: 11-21 - [c33]Ting Liu, Dong Sun, Chongke Bi, Yi Sun, Siming Chen:
Dynamic-Scene-Graph-Supported Visual Understanding of Autonomous Driving Scenarios. PacificVis 2024: 82-91 - [c32]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: 92-101 - [c31]Yihang Hu, Weixuan Song, Xingui Lai, Jie Li, Siming Chen:
Interactive Visual Analytics for Reward Function Setting of Reinforcement Learning: A Case Study of Soccer Games. VINCI 2024: 26:1 - [c30]Xueli Shu, Qianhui Li, Yi Shan, Meng Guo, Tian Qiu, Aolin Guo, Siming Chen:
Bubbles behind Oceanus' Fishing Market. VAST Challenge@VIS 2024: 3-4 - [c29]Yi Shan, Aolin Guo, Zekai Shao, Tian Qiu, Xueli Shu, Qianhui Li, Siming Chen:
VADITA: Visual Analytics for Detecting Illegal Transport Activities. VAST Challenge@VIS 2024: 5-6 - [c28]Tian Qiu, Yi Shan, Xueli Shu, Aolin Guo, Qianhui Li, Meng Guo, Siming Chen:
FishEye Watcher: A Visual Analytics System for Knowledge Graph Bias Detection - IEEE VAST Challenge 2024 MC1 Honorable Mention for Effective Use of Coordinated Views to Interrogate Bias. VAST Challenge@VIS 2024: 13-14 - [c27]Yu Wang, Jing Lu, Le Liu, Junping Zhang, Siming Chen:
InterpretStack: Interpretable Exploration and Interactive Visualization Construction of Stacking Algorithm. VLDB Workshops 2024 - 2023
- [c26]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: 170:1-170:15 - [c25]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: 172:1-172:15 - [c24]Liwenhan Xie, Zhaoyu Zhou, Kerun Yu, Yun Wang, Huamin Qu, Siming Chen:
Wakey-Wakey: Animate Text by Mimicking Characters in a GIF. UIST 2023: 98:1-98:14 - [c23]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: 17:1-17:9 - [c22]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. VR Workshops 2023: 312-318 - 2022
- [c21]Yu Zhang, Yun Wang, Haidong Zhang, Bin Zhu, Siming Chen, Dongmei Zhang:
OneLabeler: A Flexible System for Building Data Labeling Tools. CHI 2022: 93:1-93:22 - [c20]Chenxi Ma, Bo Yan, Qing Lin, Weimin Tan, Siming Chen:
Rethinking Super-Resolution as Text-Guided Details Generation. ACM Multimedia 2022: 3461-3469 - 2020
- [c19]Yun Han, Zhenhuang Wang, Siming Chen, Guozheng Li, Xiaolong Zhang, Xiaoru Yuan:
Interactive Assigning of Conference Sessions with Visualization and Topic Modeling. PacificVis 2020: 236-240 - 2019
- [c18]Linara Adilova, Livin Natious, Siming Chen, Olivier Thonnard, Michael Kamp:
System Misuse Detection Via Informed Behavior Clustering and Modeling. DSN Workshops 2019: 15-23 - [c17]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: 300-315 - [c16]Siming Chen, Gennady L. Andrienko, Natalia V. Andrienko, Christos Doulkeridis, Athanasios Koumparos:
Contextualized Analysis of Movement Events. EuroVA@EuroVis 2019: 49-53 - 2018
- [c15]Alexandra Diehl, Michael Hundt, Johannes Häussler, Daniel Seebacher, Siming Chen, Nida Cilasun, Daniel A. Keim, Tobias Schreck:
SocialOcean: Visual Analysis and Characterization of Social Media Bubbles. BDVA 2018: 1-11 - [c14]Jie Li, Siming Chen, Gennady L. Andrienko, Natalia V. Andrienko:
Visual Exploration of Spatial and Temporal Variations of Tweet Topic Popularity. EuroVA@EuroVis 2018: 7-11 - [c13]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: 1-4 - 2017
- [c12]Min Lu, Jie Liang, Yu Zhang, Guozheng Li, Siming Chen, Zongru Li, Xiaoru Yuan:
Interaction+: Interaction enhancement for web-based visualizations. PacificVis 2017: 61-70 - [c11]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: 36-47 - [c10]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: 2:1-2:8 - 2016
- [c9]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: 41-50 - 2015
- [c8]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: 131-132 - [c7]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: 223-224 - 2014
- [c6]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: 239-240 - [c5]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: 319-320 - [c4]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: 335-336 - [c3]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: 345-346 - [c2]Zipeng Liu, Zhenhuang Wang, Siming Chen, Zuchao Wang, Zhengjie Miao, Xiaoru Yuan:
A platform for collaborative visual analysis on streaming messages. IEEE VAST 2014: 375-376 - [c1]Siming Chen, Cong Guo, Xiaoru Yuan, Fabian Merkle, Hanna Schäfer, Thomas Ertl:
OCEANS: online collaborative explorative analysis on network security. VizSEC 2014: 1-8
Informal and Other Publications
- 2025
- [i37]Fen Wang, Bomiao Wang, Xueli Shu, Zhen Liu, Zekai Shao, Chao Liu, Siming Chen:
ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset. CoRR abs/2501.09349 (2025) - [i36]Zekai Shao, Siyu Yuan, Lin Gao, Yixuan He, Deqing Yang, Siming Chen:
Unlocking Scientific Concepts: How Effective Are LLM-Generated Analogies for Student Understanding and Classroom Practice? CoRR abs/2502.16895 (2025) - [i35]Ziyue Lin, Siqi Shen, Zichen Cheng, Cheok Lam Lai, Siming Chen:
Carbon and Silicon, Coexist or Compete? A Survey on Human-AI Interactions in Agent-based Modeling and Simulation. CoRR abs/2502.18145 (2025) - [i34]Xinwu Ye, Chengfan Li, Siming Chen, Xiangru Tang, Wei Wei:
MMSciBench: Benchmarking Language Models on Multimodal Scientific Problems. CoRR abs/2503.01891 (2025) - [i33]Xinnong Zhang, Jiayu Lin, Xinyi Mou, Shiyue Yang, Xiawei Liu, Libo Sun, Hanjia Lyu, Yihang Yang, Weihong Qi, Yue Chen, Guanying Li, Ling Yan, Yao Hu, Siming Chen, Yu Wang, Xuanjing Huang, Jiebo Luo, Shiping Tang, Libo Wu, Baohua Zhou, Zhongyu Wei:
SocioVerse: A World Model for Social Simulation Powered by LLM Agents and A Pool of 10 Million Real-World Users. CoRR abs/2504.10157 (2025) - [i32]Yu Zhang, Xinyue Chen, Weili Zheng, Yuhan Guo, Guozheng Li, Siming Chen, Xiaoru Yuan:
VisTaxa: Developing a Taxonomy of Historical Visualizations. CoRR abs/2505.01724 (2025) - [i31]Zekai Shao, Yi Shan, Yixuan He, Yuxuan Yao, Junhong Wang, Xiaolong Zhang, Yu Zhang, Siming Chen:
Do Language Model Agents Align with Humans in Rating Visualizations? An Empirical Study. CoRR abs/2505.06702 (2025) - [i30]Jun-Hsiang Yao, Mingzheng Li, Jiayi Liu, Yuxiao Li, Jielin Feng, Jun Han, Qibao Zheng, Jianfeng Feng, Siming Chen:
DTBIA: An Immersive Visual Analytics System for Brain-Inspired Research. CoRR abs/2505.23730 (2025) - [i29]Ziyue Lin, Yi Shan, Lin Gao, Xinghua Jia, Siming Chen:
SimSpark: Interactive Simulation of Social Media Behaviors. CoRR abs/2506.14476 (2025) - [i28]Chongke Bi, Xin Gao, Baofeng Fu, Yuheng Zhao, Siming Chen, Ying Zhao, Yunhai Wang:
PCLVis: Visual Analytics of Process Communication Latency in Large-Scale Simulation. CoRR abs/2506.23257 (2025) - [i27]Lin Gao, Leixian Shen, Yuheng Zhao, Jiexiang Lan, Huamin Qu, Siming Chen:
SceneLoom: Communicating Data with Scene Context. CoRR abs/2507.16466 (2025) - [i26]Yuheng Zhao, Xueli Shu, Liwen Fan, Lin Gao, Yu Zhang, Siming Chen:
ProactiveVA: Proactive Visual Analytics with LLM-Based UI Agent. CoRR abs/2507.18165 (2025) - [i25]Yifei Zhang, Linping Yuan, Yuheng Zhao, Jielin Feng, Siming Chen:
KinemaFX: A Kinematic-Driven Interactive System for Particle Effect Exploration and Customization. CoRR abs/2507.19782 (2025) - [i24]Jun-Hsiang Yao, Jielin Feng, Xinfang Tian, Kai Xu, Gulshat Amirkhanova, Siming Chen:
Beyond the Broadcast: Enhancing VR Tennis Broadcasting through Embedded Visualizations and Camera Techniques. CoRR abs/2507.20006 (2025) - [i23]Xinwu Ye, Jun-Hsiang Yao, Jielin Feng, Shuhong Mei, Xingyu Lan, Siming Chen:
VidAnimator: User-Guided Stylized 3D Character Animation from Human Videos. CoRR abs/2508.01878 (2025) - 2024
- [i22]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 abs/2402.13022 (2024) - [i21]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 abs/2403.05816 (2024) - [i20]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 abs/2407.20570 (2024) - [i19]Zekai Shao, Leixian Shen, Haotian Li, Yi Shan, Huamin Qu, Yun Wang, Siming Chen:
Narrative Player: Reviving Data Narratives with Visuals. CoRR abs/2410.03268 (2024) - [i18]Xiawei Liu, Shiyue Yang, Xinnong Zhang, Haoyu Kuang, Libo Sun, Yihang Yang, Siming Chen, Xuanjing Huang, Zhongyu Wei:
AI-Press: A Multi-Agent News Generating and Feedback Simulation System Powered by Large Language Models. CoRR abs/2410.07561 (2024) - [i17]Xinnong Zhang, Jiayu Lin, Libo Sun, Weihong Qi, Yihang Yang, Yue Chen, Hanjia Lyu, Xinyi Mou, Siming Chen, Jiebo Luo, Xuanjing Huang, Shiping Tang, Zhongyu Wei:
ElectionSim: Massive Population Election Simulation Powered by Large Language Model Driven Agents. CoRR abs/2410.20746 (2024) - [i16]Yuheng Zhao, Junjie Wang, Linbin Xiang, Xiaowen Zhang, Zifei Guo, Cagatay Turkay, Yu Zhang, Siming Chen:
LightVA: Lightweight Visual Analytics with LLM Agent-Based Task Planning and Execution. CoRR abs/2411.05651 (2024) - 2023
- [i15]Wenchao Li, Sarah Schöttler, James Scott-Brown, Yun Wang, Siming Chen, Huamin Qu, Benjamin Bach:
NetworkNarratives: Data Tours for Visual Network Exploration and Analysis. CoRR abs/2303.06456 (2023) - [i14]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 abs/2303.06460 (2023) - [i13]Junjie Ye, Xuanting Chen, Nuo Xu, Can Zu, Zekai Shao, Shichun Liu, Yuhan Cui, Zeyang Zhou, Chao Gong, Yang Shen, Jie Zhou, Siming Chen, Tao Gui, Qi Zhang, Xuanjing Huang:
A Comprehensive Capability Analysis of GPT-3 and GPT-3.5 Series Models. CoRR abs/2303.10420 (2023) - [i12]Liwenhan Xie, Xinhuan Shu, Jeon Cheol Su, Yun Wang, Siming Chen, Huamin Qu:
Creating Emordle: Animating Word Cloud for Emotion Expression. CoRR abs/2306.07560 (2023) - [i11]Liwenhan Xie, Zhaoyu Zhou, Kerun Yu, Yun Wang, Huamin Qu, Siming Chen:
Wakey-Wakey: Animate Text by Mimicking Characters in a GIF. CoRR abs/2308.00224 (2023) - [i10]Yu Zhang, Ruike Jiang, Liwenhan Xie, Yuheng Zhao, Can Liu, Tianhong Ding, Siming Chen, Xiaoru Yuan:
OldVisOnline: Curating a Dataset of Historical Visualizations. CoRR abs/2308.16053 (2023) - 2022
- [i9]Zhichun Guo, Jun Tao, Siming Chen, Nitesh V. Chawla, Chaoli Wang:
SD2: Slicing and Dicing Scholarly Data for Interactive Evaluation of Academic Performance. CoRR abs/2203.12671 (2022) - [i8]Yu Zhang, Yun Wang, Haidong Zhang, Bin Zhu, Siming Chen, Dongmei Zhang:
OneLabeler: A Flexible System for Building Data Labeling Tools. CoRR abs/2203.14227 (2022) - [i7]Chenxi Ma, Bo Yan, Qing Lin, Weimin Tan, Siming Chen:
Rethinking Super-Resolution as Text-Guided Details Generation. CoRR abs/2207.06604 (2022) - [i6]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 abs/2208.09237 (2022) - [i5]Qing Chen, Ziyan Liu, Chengwei Wang, Xingyu Lan, Ying Chen, Siming Chen, Nan Cao:
VizBelle: A Design Space of Embellishments for Data Visualization. CoRR abs/2209.03642 (2022) - 2021
- [i4]Linara Adilova, Siming Chen, Michael Kamp:
Novelty Detection in Sequential Data by Informed Clustering and Modeling. CoRR abs/2103.03943 (2021) - [i3]Peng Xie, Wenyuan Tao, Jie Li, Wentao Huang, Siming Chen:
Exploring Multi-dimensional Data via Subset Embedding. CoRR abs/2104.11867 (2021) - [i2]Ying Zhao, Xin Zhao, Siming Chen, Zhuo Zhang, Xin Huang:
An Indoor Crowd Movement Trajectory Benchmark Dataset. CoRR abs/2109.01091 (2021) - 2019
- [i1]Linara Adilova, Livin Natious, Siming Chen, Olivier Thonnard, Michael Kamp:
System Misuse Detection via Informed Behavior Clustering and Modeling. CoRR abs/1907.00874 (2019)
Coauthor Index
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