Xumeng Wang

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 21

Top Topics

Levenshtein Distance

Scorm Compliant

Visual Analysis

Top Venues

IEEE Trans. Vis. Comput. Graph.

IEEE Trans. Intell. Veh.

Publications

Dongming Han, Haiyang Zhu, Wei Chen, Rusheng Pan, Yijing Liu, Jiehui Zhou, Haozhe Feng, Tianye Zhang, Xumeng Wang, Minfeng Zhu, Jianrong Tao, Changjie Fan, Xiaolong Luke Zhang
GraphFederator: Federated Visual Analysis for Multi-party Graphs. PacificVis (2024)
Xumeng Wang, Xiao Xue, Ran Yan, Xingxia Wang, Yining Di, Wei Chen, Fei-Yue Wang
Sora for Intelligent Vehicles: A Step From Constraint-Based Simulation to Artificiofactual Experiments Through Dynamic Visualization. IEEE Trans. Intell. Veh. 9 (3) (2024)
Dongming Han, Haiyang Zhu, Wei Chen, Jiacheng Pan, Ran Chen, Xumeng Wang, Zhen Wen, Luoxuan Weng, Minfeng Zhu, Yingcai Wu, Rüdiger Westermann
Nuwa: An Authoring Tool for Graph Visualizations. PacificVis (2024)
Jiehui Zhou, Xumeng Wang, Wong Kam-Kwai, Wei Zhang, Xingyu Liu, Juntian Zhang, Minfeng Zhu, Wei Chen
CausalPrism: A Visual Analytics Approach for Subgroup-based Causal Heterogeneity Exploration. CoRR (2024)
Xumeng Wang, Shuangcheng Jiao, Chris Bryan
Defogger: A Visual Analysis Approach for Data Exploration of Sensitive Data Protected by Differential Privacy. CoRR (2024)
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)
Xumeng Wang, Xingxia Wang, Siji Ma, Wei Chen, Fei-Yue Wang
Vehicular Visualization: Enhancing Mobility Decisions With Human-Machine Interactions. IEEE Trans. Intell. Veh. 8 (11) (2023)
Xumeng Wang, Ziliang Wu, Wenqi Huang, Yating Wei, Zhaosong Huang, Mingliang Xu, Wei Chen
VIS+AI: integrating visualization with artificial intelligence for efficient data analysis. Frontiers Comput. Sci. 17 (6) (2023)
Xumeng Wang, Wei Chen, Jiazhi Xia, Zhen Wen, Rongchen Zhu, Tobias Schreck
HetVis: A Visual Analysis Approach for Identifying Data Heterogeneity in Horizontal Federated Learning. IEEE Trans. Vis. Comput. Graph. 29 (1) (2023)
Jiehui Zhou, Xumeng Wang, Jie Wang, Hui Ye, Huanliang Wang, Zihan Zhou, Dongming Han, Haochao Ying, Jian Wu, Wei Chen
FraudAuditor: A Visual Analytics Approach for Collusive Fraud in Health Insurance. IEEE Trans. Vis. Comput. Graph. 29 (6) (2023)
Fan Yan, Xumeng Wang, Ketian Mao, Wei Zhang, Wei Chen
NFTVis: Visual Analysis of NFT Performance. CoRR (2023)
Jiehui Zhou, Xumeng Wang, Jie Wang, Hui Ye, Huanliang Wang, Zihan Zhou, Dongming Han, Haochao Ying, Jian Wu, Wei Chen
FraudAuditor: A Visual Analytics Approach for Collusive Fraud in Health Insurance. CoRR (2023)
Jiehui Zhou, Xumeng Wang, Jason K. Wong, Huanliang Wang, Zhongwei Wang, Xiaoyu Yang, Xiaoran Yan, Haozhe Feng, Huamin Qu, Haochao Ying, Wei Chen
DPVisCreator: Incorporating Pattern Constraints to Privacy-preserving Visualizations via Differential Privacy. IEEE Trans. Vis. Comput. Graph. 29 (1) (2023)
Fan Yan, Xumeng Wang, Ketian Mao, Wei Zhang, Wei Chen
NFTVis: Visual Analysis of NFT Performance. PacificVis (2023)
Xumeng Wang, Wei Chen, Jiazhi Xia, Zhen Wen, Rongchen Zhu, Tobias Schreck
HetVis: A Visual Analysis Approach for Identifying Data Heterogeneity in Horizontal Federated Learning. CoRR (2022)
Xumeng Wang, Chris Bryan, Yiran Li, Rusheng Pan, Yanling Liu, Wei Chen, Kwan-Liu Ma
Umbra: A Visual Analysis Approach for Defense Construction Against Inference Attacks on Sensitive Information. IEEE Trans. Vis. Comput. Graph. 28 (7) (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)
Jiehui Zhou, Xumeng Wang, Jason K. Wong, Huanliang Wang, Zhongwei Wang, Xiaoyu Yang, Xiaoran Yan, Haozhe Feng, Huamin Qu, Haochao Ying, Wei Chen
DPVisCreator: Incorporating Pattern Constraints to Privacy-preserving Visualizations via Differential Privacy. CoRR (2022)
Wei Chen, Tianye Zhang, Haiyang Zhu, Xumeng Wang, Yunhai Wang
Perspectives on cross-domain visual analysis of cyber-physical-social big data. Frontiers Inf. Technol. Electron. Eng. 22 (12) (2021)
Xumeng Wang, Wei Chen, Jiazhi Xia, Zexian Chen, Dongshi Xu, Xiangyang Wu, Mingliang Xu, Tobias Schreck
ConceptExplorer: Visual Analysis of Concept Drifts in Multi-source Time-series Data. IEEE VAST@IEEE VIS (2020)
Xumeng Wang, Wei Chen, Jiazhi Xia, Zexian Chen, Dongshi Xu, Xiangyang Wu, Mingliang Xu, Tobias Schreck
ConceptExplorer: Visual Analysis of Concept Driftsin Multi-source Time-series Data. CoRR (2020)