Jiazhi Xia

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 49

Top Topics

Dimensionality Reduction

Visual Analytics

Dimensional Data

Subspace Clustering

Top Venues

IEEE Trans. Vis. Comput. Graph.

Vis. Informatics

Publications

Jiazhi Xia, Linquan Huang, Yiping Sun, Zhiwei Deng, Xiaolong Luke Zhang, Minfeng Zhu
A Parallel Framework for Streaming Dimensionality Reduction. IEEE Trans. Vis. Comput. Graph. 30 (1) (2024)
Xiaoyan Kui, Mingkun Zhang, Qiang Liu, Zixiao Wang, Guiping Huang, Zhihao Zheng, Jiazhi Xia, Chao Zhang
TSSeer: a visual analytics approach for exploring the correlation between teachers' multimodal emotions and students' behaviors in massive open online courses. J. Vis. 27 (4) (2024)
Hongjia Wu, Shan-Chen Zou, Jiazhi Xia, Hongxin Zhang, Wei Chen
Sample2SQL: A Visual Interface for Querying Risky Enterprises. PacificVis (2024)
Yunlong Zhao, Xiaoheng Deng, Yijing Liu, Xinjun Pei, Jiazhi Xia, Wei Chen
Fully Exploiting Every Real Sample: SuperPixel Sample Gradient Model Stealing. CoRR (2024)
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) (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)
Xingchen Zeng, Haowen Zhou, Zhicong Li, Chenqi Zhang, Juncong Lin, Jiazhi Xia, Yanyi Yang, Xiaoyan Kui
iHELP: interactive hierarchical linear projections for interpreting non-linear projections. J. Vis. 26 (3) (2023)
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) (2023)
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) (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)
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)
Dongyu Qiu, Clemen Yu Da Ow, Xinxing Xia, Jin Qi Yeo, Jiazhi Xia, Malcolm Yoke Hean Low, Zhengkui Wang, Alvin Toong Shoon Chan, Frank Yunqing Guan
ViCollAR: A Novel System for 3D Data Visualization using Collaborative Augmented Reality. ISMAR Adjunct (2022)
Weikai Yang, Xi Ye, Xingxing Zhang, Lanxi Xiao, Jiazhi Xia, Zhongyuan Wang, Jun Zhu, Hanspeter Pfister, Shixia Liu
Diagnosing Ensemble Few-Shot Classifiers. CoRR (2022)
Jiazhi Xia, Yuchen Zhang, Jie Song, Yang Chen, Yunhai Wang, Shixia Liu
Revisiting Dimensionality Reduction Techniques for Visual Cluster Analysis: An Empirical Study. IEEE Trans. Vis. Comput. Graph. 28 (1) (2022)
Weikai Yang, Xi Ye, Xingxing Zhang, Lanxi Xiao, Jiazhi Xia, Zhongyuan Wang, Jun Zhu, Hanspeter Pfister, Shixia Liu
Diagnosing Ensemble Few-Shot Classifiers. IEEE Trans. Vis. Comput. Graph. 28 (9) (2022)
Jiazhi Xia, Yuchen Zhang, Jie Song, Yang Chen, Yunhai Wang, Shixia Liu
Revisiting Dimensionality Reduction Techniques for Visual Cluster Analysis: An Empirical Study. CoRR (2021)
Jun Yuan, Changjian Chen, Weikai Yang, Mengchen Liu, Jiazhi Xia, Shixia Liu
A survey of visual analytics techniques for machine learning. Comput. Vis. Media 7 (1) (2021)
Jiazhi Xia, Weixing Lin, Guang Jiang, Yunhai Wang, Wei Chen, Tobias Schreck
Visual Clustering Factors in Scatterplots. IEEE Computer Graphics and Applications 41 (5) (2021)
Jun Yuan, Shouxing Xiang, Jiazhi Xia, Lingyun Yu, Shixia Liu
Evaluation of Sampling Methods for Scatterplots. IEEE Trans. Vis. Comput. Graph. 27 (2) (2021)
Ying Zhao, Haojin Jiang, Qi'an Chen, Yaqi Qin, Huixuan Xie, Yitao Wu, Shixia Liu, Zhiguang Zhou, Jiazhi Xia, Fangfang Zhou
Preserving Minority Structures in Graph Sampling. IEEE Trans. Vis. Comput. Graph. 27 (2) (2021)
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) (2021)
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) (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)
Xiaoyan Kui, Huihao Lv, Zhengliang Tang, Haowen Zhou, Wang Yang, Jinqiu Li, Jialin Guo, Jiazhi Xia
TVseer: A visual analytics system for television ratings. Vis. Informatics 4 (3) (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)
Ying Zhao, Haojin Jiang, Qi'an Chen, Yaqi Qin, Huixuan Xie, Yitao Wu, Shixia Liu, Zhiguang Zhou, Jiazhi Xia, Fangfang Zhou
Preserving Minority Structures in Graph Sampling. CoRR (2020)
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)
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) (2020)
Jun Yuan, Changjian Chen, Weikai Yang, Mengchen Liu, Jiazhi Xia, Shixia Liu
A Survey of Visual Analytics Techniques for Machine Learning. CoRR (2020)
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 (2020)
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 (2020)
Jiazhi Xia, Yu-hong Zhang, Hui Ye, Ying Wang, Guang Jiang, Ying Zhao, Cong Xie, Xiaoyan Kui, Sheng-Hui Liao, Wei-ping Wang
SuPoolVisor: a visual analytics system for mining pool surveillance. Frontiers Inf. Technol. Electron. Eng. 21 (4) (2020)
Jun Yuan, Shouxing Xiang, Jiazhi Xia, Lingyun Yu, Shixia Liu
Evaluation of Sampling Methods for Scatterplots. CoRR (2020)
Jiazhi Xia, Fenjin Ye, Fangfang Zhou, Yi Chen, Xiaoyan Kui
Visual Identification and Extraction of Intrinsic Axes in High-Dimensional Data. IEEE Access 7 (2019)
Yingjun Jiang, Jianxin Wang, Yixiong Liang, Jiazhi Xia
Combining static and dynamic features for real-time moving pedestrian detection. Multim. Tools Appl. 78 (3) (2019)
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 (2019)
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) (2019)
Xiaonan Luo, Yuan Yuan, Kaiyuan Zhang, Jiazhi Xia, Zhiguang Zhou, Liang Chang, Tianlong Gu
Enhancing statistical charts: toward better data visualization and analysis. J. Vis. 22 (4) (2019)
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) (2019)
Yixiong Liang, Yuan Mao, Jiazhi Xia, Yao Xiang, Jianfeng Liu
Scale-invariant structure saliency selection for fast image fusion. Neurocomputing 356 (2019)
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) (2019)
Shouxing Xiang, Xi Ye, Jiazhi Xia, Jing Wu, Yang Chen, Shixia Liu
Interactive Correction of Mislabeled Training Data. VAST (2019)
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) (2018)
Jiazhi Xia, Le Gao, Kezhi Kong, Ying Zhao, Yi Chen, Xiaoyan Kui, Yixiong Liang
Exploring linear projections for revealing clusters, outliers, and trends in subsets of multi-dimensional datasets. J. Vis. Lang. Comput. 48 (2018)
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 (2018)
Hui Liu, Jiazhi Xia, Jianer Chen, Jianxin Wang
Detection of hierarchical intrinsic symmetry structure in 3D models. Comput. Graph. 70 (2018)
Yixiong Liang, Yuan Mao, Jiazhi Xia, Yao Xiang, Jianfeng Liu
Scale-Invariant Structure Saliency Selection for Fast Image Fusion. CoRR (2018)
Xiaoyan Kui, Weiguo Liu, Kehua Guo, Jiazhi Xia, Huakun Du
Teaching method Reform of Python Language Programming Course based on Minimum Knowledge Sets. Mechatron. Syst. Control. 46 (4) (2018)
Jiazhi Xia, Guang Jiang, YuHong Zhang, Rui Li, Wei Chen
Visual subspace clustering based on dimension relevance. J. Vis. Lang. Comput. 41 (2017)
Juncong Lin, Jiazhi Xia, Xing Gao, Minghong Liao, Ying He, Xianfeng Gu
Interior structure transfer via harmonic 1-forms. Multim. Tools Appl. 74 (1) (2015)
Enya Shen, Jiazhi Xia, Zhi-Quan Cheng, Ralph R. Martin, Yunhai Wang, Sikun Li
Model-driven multicomponent volume exploration. Vis. Comput. 31 (4) (2015)
Juncong Lin, Xing Gao, Minghong Liao, Jiazhi Xia, Guilin Li, Ying He
Making sky lanterns from polygonal meshes. Comput. Electr. Eng. 40 (5) (2014)
Jiazhi Xia, Zhi-Quan Cheng
Sketch-Based Image Warping Interface. ISVC (1) (2013)
Jiazhi Xia, Shenghui Liao, Juncong Lin
Rotation-Aware LayerPaint System. ISVC (1) (2013)
Shi-Qing Xin, Xiaoning Wang, Jiazhi Xia, Wolfgang Müller-Wittig, Guo-Jin Wang, Ying He
Parallel computing 2D Voronoi diagrams using untransformed sweepcircles. Comput. Aided Des. 45 (2) (2013)
Jiazhi Xia, Gang Dang
Relic Repairing Using Local Reflectional Symmetry. ICIG (2013)
Min Meng, Jiazhi Xia, Jun Luo, Ying He
Unsupervised co-segmentation for 3D shapes using iterative multi-label optimization. Comput. Aided Des. 45 (2) (2013)
Qian Sun, Long Zhang, Minqi Zhang, Xiang Ying, Shi-Qing Xin, Jiazhi Xia, Ying He
Texture brush: an interactive surface texturing interface. I3D (2013)
Jiazhi Xia
Saliency-Guided Color Transfer between Images. ISVC (1) (2013)
Ismael García, Jiazhi Xia, Ying He, Shi-Qing Xin, Gustavo Patow
Interactive Applications for Sketch-Based Editable Polycube Map. IEEE Trans. Vis. Comput. Graph. 19 (7) (2013)
Yaqiong Liu, Seah Hock Soon, Ying He, Juncong Lin, Jiazhi Xia
Sketch Based Image Deformation and Editing with Guaranteed Feature Correspondence. Int. J. Virtual Real. 11 (1) (2012)
Long Zhang, Jiazhi Xia, Xiang Ying, Ying He, Wolfgang Müller-Wittig, Hock Soon Seah
Efficient and robust 3D line drawings using difference-of-Gaussian. Graph. Model. 74 (4) (2012)
Enya Shen, Zhi-Quan Cheng, Jiazhi Xia, Sikun Li
Intuitive Volume Eraser. CVM (2012)
Jiazhi Xia, Dao Thi Phuong Quynh, Ying He, Xiaoming Chen, Steven C. H. Hoi
Modeling and Compressing 3-D Facial Expressions Using Geometry Videos. IEEE Trans. Circuits Syst. Video Technol. 22 (1) (2012)
Enya Shen, Jiazhi Xia, Zhi-Quan Cheng, Ralph R. Martin, Yunhai Wang, Sikun Li
Model-based multi-component volume data labeling and rendering. SIGGRAPH ASIA Posters (2012)
Shuchu Han, Jiazhi Xia, Ying He
Constructing hexahedral shell meshes via volumetric polycube maps. Comput. Aided Des. 43 (10) (2011)
Yaqiong Liu, Hock Soon Seah, Ying He, Juncong Lin, Jiazhi Xia
Sketch based image deformation and editing with guaranteed feature correspondence. VRCAI (2011)
Dao Thi Phuong Quynh, Ying He, Xiaoming Chen, Jiazhi Xia, Qian Sun, Steven C. H. Hoi
Modeling 3D articulated motions with conformal geometry videos (CGVs). ACM Multimedia (2011)
Jiazhi Xia, Ismael García, Ying He, Shi-Qing Xin, Gustavo Patow
Editable polycube map for GPU-based subdivision surfaces. SI3D (2011)
Long Zhang, Ying He, Jiazhi Xia, Xuexiang Xie, Wei Chen
Real-Time Shape Illustration Using Laplacian Lines. IEEE Trans. Vis. Comput. Graph. 17 (7) (2011)
Shuchu Han, Jiazhi Xia, Ying He
Hexahedral shell mesh construction via volumetric polycube map. Symposium on Solid and Physical Modeling (2010)
Chi-Wing Fu, Jiazhi Xia, Ying He
LayerPaint: a multi-layer interactive 3D painting interface. CHI (2010)
Jiazhi Xia, Ying He, Xiaotian Yin, Shuchu Han, Xianfeng Gu
Direct-Product Volumetric Parameterization of Handlebodies via Harmonic Fields. Shape Modeling International (2010)
Hock Soon Tan, Jiazhi Xia, Ying He, Y. Q. Q. Guan
A System for Capturing, Rendering and Multiplexing Images on Multi-view Autostereoscopic Display. CW (2010)
Jiazhi Xia, Ying He, Shuchu Han, Chi-Wing Fu, Feng Luo, Xianfeng Gu
Parameterization of Star-Shaped Volumes Using Green's Functions. GMP (2010)
Jiazhi Xia, Ying He, Dao Thi Phuong Quynh, Xiaoming Chen, Steven C. H. Hoi
Modeling 3D facial expressions using geometry videos. ACM Multimedia (2010)
Wei Zeng, Ying He, Jiazhi Xia, Xianfeng Gu, Hong Qin
smooth freeform surfaces over hyperbolic domains. Symposium on Solid and Physical Modeling (2009)