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Jiazhi Xia
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Publications
- 2024
- [c22]Hongjia Wu, Shan-Chen Zou, Jiazhi Xia, Hongxin Zhang, Wei Chen:
Sample2SQL: A Visual Interface for Querying Risky Enterprises. PacificVis 2024: 242-251 - [i12]Yunlong Zhao, Xiaoheng Deng, Yijing Liu, Xinjun Pei, Jiazhi Xia, Wei Chen:
Fully Exploiting Every Real Sample: SuperPixel Sample Gradient Model Stealing. CoRR abs/2406.18540 (2024) - 2023
- [j40]Ziliang Wu, Wei Chen, Yuxin Ma, Tong Xu, Fan Yan, Lei Lv, Zhonghao Qian, Jiazhi Xia:
Explainable data transformation recommendation for automatic visualization. Frontiers Inf. Technol. Electron. Eng. 24(7): 1007-1027 (2023) - [j39]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): 310-319 (2023) - [j38]Jiazhi Xia, Linquan Huang, Weixing Lin, Xin Zhao, Jing Wu, Yang Chen, Ying Zhao, Wei Chen:
Interactive Visual Cluster Analysis by Contrastive Dimensionality Reduction. IEEE Trans. Vis. Comput. Graph. 29(1): 734-744 (2023) - [j37]Rusheng Pan, Yunhai Wang, Jiashun Sun, Hongbo Liu, Ying Zhao, Jiazhi Xia, Wei Chen:
Simplifying social networks via triangle-based cohesive subgraphs. Vis. Informatics 7(4): 84-94 (2023) - 2022
- [i10]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 abs/2208.07491 (2022) - 2021
- [j33]Jiazhi Xia, Weixing Lin, Guang Jiang, Yunhai Wang, Wei Chen, Tobias Schreck:
Visual Clustering Factors in Scatterplots. IEEE Computer Graphics and Applications 41(5): 79-89 (2021) - [j31]Tianye Zhang, Qi Wang, Liwen Lin, Jiazhi Xia, Xiwang Xu, Yanhao Huang, Xiaonan Luo, Wenting Zheng, Wei Chen:
WaveLines: towards effective visualization and analysis of stability in power grid simulation. Frontiers Comput. Sci. 15(6): 156704 (2021) - [j30]Wei Zeng, Chengqiao Lin, Juncong Lin, Jincheng Jiang, Jiazhi Xia, Cagatay Turkay, Wei Chen:
Revisiting the Modifiable Areal Unit Problem in Deep Traffic Prediction with Visual Analytics. IEEE Trans. Vis. Comput. Graph. 27(2): 839-848 (2021) - 2020
- [j26]Honghui Mei, Wei Chen, Yating Wei, Yuanzhe Hu, Shuyue Zhou, Bingru Lin, Ying Zhao, Jiazhi Xia:
RSATree: Distribution-Aware Data Representation of Large-Scale Tabular Datasets for Flexible Visual Query. IEEE Trans. Vis. Comput. Graph. 26(1): 1161-1171 (2020) - [c20]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: 1-11 - [c19]Jiazhi Xia, Tianxiang Chen, Lei Zhang, Wei Chen, Yang Chen, Xiaolong Zhang, Cong Xie, Tobias Schreck:
SMAP: A Joint Dimensionality Reduction Scheme for Secure Multi-Party Visualization. IEEE VAST@IEEE VIS 2020: 107-118 - [i7]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 abs/2007.15272 (2020) - [i6]Wei Zeng, Chengqiao Lin, Juncong Lin, Jincheng Jiang, Jiazhi Xia, Cagatay Turkay, Wei Chen:
Revisiting the Modifiable Areal Unit Problem in Deep Traffic Prediction with Visual Analytics. CoRR abs/2007.15486 (2020) - [i5]Jiazhi Xia, Tianxiang Chen, Lei Zhang, Wei Chen, Yang Chen, Xiaolong Zhang, Cong Xie, Tobias Schreck:
SMAP: A Joint Dimensionality Reduction Scheme for Secure Multi-Party Visualization. CoRR abs/2007.15591 (2020) - 2019
- [j20]Minfeng Zhu, Wei Chen, Jiazhi Xia, Yuxin Ma, Yankong Zhang, Yuetong Luo, Zhaosong Huang, Liangjun Liu:
Location2vec: A Situation-Aware Representation for Visual Exploration of Urban Locations. IEEE Trans. Intell. Transp. Syst. 20(10): 3981-3990 (2019) - [j19]Ying Zhao, Feng Luo, Minghui Chen, Yingchao Wang, Jiazhi Xia, Fangfang Zhou, Yunhai Wang, Yi Chen, Wei Chen:
Evaluating Multi-Dimensional Visualizations for Understanding Fuzzy Clusters. IEEE Trans. Vis. Comput. Graph. 25(1): 12-21 (2019) - [j18]Wei Chen, Fangzhou Guo, Dongming Han, Jacheng Pan, Xiaotao Nie, Jiazhi Xia, Xiaolong Zhang:
Structure-Based Suggestive Exploration: A New Approach for Effective Exploration of Large Networks. IEEE Trans. Vis. Comput. Graph. 25(1): 555-565 (2019) - [i2]Honghui Mei, Wei Chen, Yating Wei, Yuanzhe Hu, Shuyue Zhou, Bingru Lin, Ying Zhao, Jiazhi Xia:
RSATree: Distribution-Aware Data Representation of Large-Scale Tabular Datasets for Flexible Visual Query. CoRR abs/1908.02005 (2019) - 2018
- [j17]Ying Zhao, Yanmin She, Wenjiang Chen, Yutian Lu, Jiazhi Xia, Wei Chen, Junrong Liu, Fangfang Zhou:
EOD Edge Sampling for Visualizing Dynamic Network via Massive Sequence View. IEEE Access 6: 53006-53018 (2018) - [j14]Jiazhi Xia, Fenjin Ye, Wei Chen, Yusi Wang, Weifeng Chen, Yuxin Ma, Anthony K. H. Tung:
LDSScanner: Exploratory Analysis of Low-Dimensional Structures in High-Dimensional Datasets. IEEE Trans. Vis. Comput. Graph. 24(1): 236-245 (2018) - 2017
- [j12]Jiazhi Xia, Guang Jiang, YuHong Zhang, Rui Li, Wei Chen:
Visual subspace clustering based on dimension relevance. J. Vis. Lang. Comput. 41: 79-88 (2017) - 2011
- [j1]Long Zhang, Ying He, Jiazhi Xia, Xuexiang Xie, Wei Chen:
Real-Time Shape Illustration Using Laplacian Lines. IEEE Trans. Vis. Comput. Graph. 17(7): 993-1006 (2011)
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