Xumeng Wang

According to our database, Xumeng Wang authored at least 26 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Defogger: A Visual Analysis Approach for Data Exploration of Sensitive Data Protected by Differential Privacy.

Xumeng Wang, Shuangcheng Jiao, Chris Bryan

IEEE Trans. Vis. Comput. Graph., January, 2025

2024

Sora for Intelligent Vehicles: A Step From Constraint-Based Simulation to Artificiofactual Experiments Through Dynamic Visualization.

Xumeng Wang, Xiao Xue, Ran Yan, Xingxia Wang, Yining Di, Wei Chen, Fei-Yue Wang

IEEE Trans. Intell. Veh., March, 2024

ATVis: Understanding and diagnosing adversarial training processes through visual analytics.

Fang Zhu, Xufei Zhu, Xumeng Wang, Yuxin Ma, Jieqiong Zhao

Vis. Informatics, 2024

DPKnob: A visual analysis approach to risk-aware formulation of differential privacy schemes for data query scenarios.

Shuangcheng Jiao, Jiang Cheng, Zhaosong Huang, Tong Li, Tiankai Xie, Wei Chen, Yuxin Ma, Xumeng Wang

Vis. Informatics, 2024

CausalPrism: A Visual Analytics Approach for Subgroup-based Causal Heterogeneity Exploration.

Jiehui Zhou, Xumeng Wang, Wong Kam-Kwai, Wei Zhang, Xingyu Liu, Juntian Zhang, Minfeng Zhu, Wei Chen

CoRR, 2024

GraphFederator: Federated Visual Analysis for Multi-party Graphs.

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

Proceedings of the 17th IEEE Pacific Visualization Conference, 2024

Nuwa: An Authoring Tool for Graph Visualizations.

Dongming Han, Haiyang Zhu, Wei Chen, Jiacheng Pan, Ran Chen, Xumeng Wang, Zhen Wen, Luoxuan Weng, Minfeng Zhu, Yingcai Wu, Rüdiger Westermann

Proceedings of the 17th IEEE Pacific Visualization Conference, 2024

2023

VIS+AI: integrating visualization with artificial intelligence for efficient data analysis.

Xumeng Wang, Ziliang Wu, Wenqi Huang, Yating Wei, Zhaosong Huang, Mingliang Xu, Wei Chen

Frontiers Comput. Sci., December, 2023

Vehicular Visualization: Enhancing Mobility Decisions With Human-Machine Interactions.

Xumeng Wang, Xingxia Wang, Siji Ma, Wei Chen, Fei-Yue Wang

IEEE Trans. Intell. Veh., November, 2023

FraudAuditor: A Visual Analytics Approach for Collusive Fraud in Health Insurance.

Jiehui Zhou, Xumeng Wang, Jie Wang, Hui Ye, Huanliang Wang, Zihan Zhou, Dongming Han, Haochao Ying, Jian Wu, Wei Chen

IEEE Trans. Vis. Comput. Graph., June, 2023

DPVisCreator: Incorporating Pattern Constraints to Privacy-preserving Visualizations via Differential Privacy.

Jiehui Zhou, Xumeng Wang, Jason K. Wong, Huanliang Wang, Zhongwei Wang, Xiaoyu Yang, Xiaoran Yan, Haozhe Feng, Huamin Qu, Haochao Ying, Wei Chen

IEEE Trans. Vis. Comput. Graph., 2023

CohortVA: A Visual Analytic System for Interactive Exploration of Cohorts based on Historical Data.

Wei Zhang, Jason K. Wong, Xumeng Wang, Youcheng Gong, Rongchen Zhu, Kai Liu, Zihan Yan, Siwei Tan, Huamin Qu, Siming Chen, Wei Chen

IEEE Trans. Vis. Comput. Graph., 2023

HetVis: A Visual Analysis Approach for Identifying Data Heterogeneity in Horizontal Federated Learning.

Xumeng Wang, Wei Chen, Jiazhi Xia, Zhen Wen, Rongchen Zhu, Tobias Schreck

IEEE Trans. Vis. Comput. Graph., 2023

NFTVis: Visual Analysis of NFT Performance.

Fan Yan, Xumeng Wang, Ketian Mao, Wei Zhang, Wei Chen

Proceedings of the 16th IEEE Pacific Visualization Symposium, 2023

2022

Umbra: A Visual Analysis Approach for Defense Construction Against Inference Attacks on Sensitive Information.

Xumeng Wang, Chris Bryan, Yiran Li, Rusheng Pan, Yanling Liu, Wei Chen, Kwan-Liu Ma

IEEE Trans. Vis. Comput. Graph., 2022

2021

Visual Human-Computer Interactions for Intelligent Vehicles and Intelligent Transportation Systems: The State of the Art and Future Directions.

Xu-Meng Wang, Xinhu Zheng, Wei Chen, Fei-Yue Wang

IEEE Trans. Syst. Man Cybern. Syst., 2021

Perspectives on cross-domain visual analysis of cyber-physical-social big data.

Wei Chen, Tianye Zhang, Haiyang Zhu, Xumeng Wang, Yunhai Wang

Frontiers Inf. Technol. Electron. Eng., 2021

2020

ConceptExplorer: Visual Analysis of Concept Driftsin Multi-source Time-series Data.

Xumeng Wang, Wei Chen, Jiazhi Xia, Zexian Chen, Dongshi Xu, Xiangyang Wu, Mingliang Xu, Tobias Schreck

CoRR, 2020

Visual Summary of Value-level Feature Attribution in Prediction Classes with Recurrent Neural Networks.

Chuan Wang, Xu-Meng Wang, Kwan-Liu Ma

CoRR, 2020

ConceptExplorer: Visual Analysis of Concept Drifts in Multi-source Time-series Data.

Xumeng Wang, Wei Chen, Jiazhi Xia, Zexian Chen, Dongshi Xu, Xiangyang Wu, Mingliang Xu, Tobias Schreck

Proceedings of the 15th IEEE Conference on Visual Analytics Science and Technology, 2020

2019

GraphProtector: A Visual Interface for Employing and Assessing Multiple Privacy Preserving Graph Algorithms.

Xu-Meng Wang, Wei Chen, Jia-Kai Chou, Chris Bryan, Huihua Guan, Wenlong Chen, Rusheng Pan, Kwan-Liu Ma

IEEE Trans. Vis. Comput. Graph., 2019

A User Study on the Capability of Three Geo-Based Features in Analyzing and Locating Trajectories.

Xu-Meng Wang, Tianlong Gu, Xiaonan Luo, Xiwen Cai, Tianyi Lao, Wenlong Chen, Yingcai Wu, Jinhui Yu, Wei Chen

IEEE Trans. Intell. Transp. Syst., 2019

RelationLines: Visual Reasoning of Egocentric Relations from Heterogeneous Urban Data.

Wei Chen, Jing Xia, Xu-Meng Wang, Yi Wang, Jun Chen, Liang Chang

ACM Trans. Intell. Syst. Technol., 2019

2018

A Utility-Aware Visual Approach for Anonymizing Multi-Attribute Tabular Data.

Xu-Meng Wang, Jia-Kai Chou, Wei Chen, Huihua Guan, Wenlong Chen, Tianyi Lao, Kwan-Liu Ma

IEEE Trans. Vis. Comput. Graph., 2018

2017

A survey of network anomaly visualization.

Tian-Ye Zhang, Xu-Meng Wang, Zongzhuang Li, Fangzhou Guo, Yuxin Ma, Wei Chen

Sci. China Inf. Sci., 2017

2016

A Survey of Visual Analytic Pipelines.

Xu-Meng Wang, Tian-Ye Zhang, Yu-Xin Ma, Jing Xia, Wei Chen

J. Comput. Sci. Technol., 2016