Jiayi Xu

27 papers B 3Journal 23Unranked 1
YearRankTypeTitle / Venue / Authors
2023 J jnl
Deep Hierarchical Super Resolution for Scientific Data.
IEEE Trans. Vis. Comput. Graph.
Skylar W. Wurster, Hanqi Guo, Han-Wei Shen, Tom Peterka, Jiayi Xu
2023 J jnl
IDLat: An Importance-Driven Latent Generation Method for Scientific Data.
IEEE Trans. Vis. Comput. Graph.
Jingyi Shen, Haoyu Li, Jiayi Xu, Ayan Biswas, Han-Wei Shen
2023 J jnl
Reinforcement Learning for Load-Balanced Parallel Particle Tracing.
IEEE Trans. Vis. Comput. Graph.
Jiayi Xu, Hanqi Guo, Han-Wei Shen, Mukund Raj, Skylar W. Wurster, Tom Peterka
2023 J jnl
VDL-Surrogate: A View-Dependent Latent-based Model for Parameter Space Exploration of Ensemble Simulations.
IEEE Trans. Vis. Comput. Graph.
Neng Shi, Jiayi Xu, Haoyu Li, Hanqi Guo, Jonathan Woodring, Han-Wei Shen
2023 J jnl
VMap: An Interactive Rectangular Space-filling Visualization for Map-like Vertex-centric Graph Exploration.
CoRR
Jiayi Xu, Han-Wei Shen
2023 J jnl
Visual Analytics on Network Forgetting for Task-Incremental Learning.
Comput. Graph. Forum
Ziwei Li, Jiayi Xu, Wei-Lun Chao, Han-Wei Shen
2022 J jnl
GNN-Surrogate: A Hierarchical and Adaptive Graph Neural Network for Parameter Space Exploration of Unstructured-Mesh Ocean Simulations.
CoRR
Neng Shi, Jiayi Xu, Skylar W. Wurster, Hanqi Guo, Jonathan Woodring, Luke P. Van Roekel, Han-Wei Shen
2022 J jnl
GNN-Surrogate: A Hierarchical and Adaptive Graph Neural Network for Parameter Space Exploration of Unstructured-Mesh Ocean Simulations.
IEEE Trans. Vis. Comput. Graph.
Neng Shi, Jiayi Xu, Skylar W. Wurster, Hanqi Guo, Jonathan Woodring, Luke P. Van Roekel, Han-Wei Shen
2022 J jnl
Geometry-Driven Detection, Tracking and Visual Analysis of Viscous and Gravitational Fingers.
IEEE Trans. Vis. Comput. Graph.
Jiayi Xu, Soumya Dutta, Wenbin He, Joachim Moortgat, Han-Wei Shen
2022 J jnl
IDLat: An Importance-Driven Latent Generation Method for Scientific Data.
CoRR
Jingyi Shen, Haoyu Li, Jiayi Xu, Ayan Biswas, Han-Wei Shen
2022 J jnl
VDL-Surrogate: A View-Dependent Latent-based Model for Parameter Space Exploration of Ensemble Simulations.
CoRR
Neng Shi, Jiayi Xu, Haoyu Li, Hanqi Guo, Jonathan Woodring, Han-Wei Shen
2021 J jnl
Asynchronous and Load-Balanced Union-Find for Distributed and Parallel Scientific Data Visualization and Analysis.
IEEE Trans. Vis. Comput. Graph.
Jiayi Xu, Hanqi Guo, Han-Wei Shen, Mukund Raj, Xueyun Wang, Xueqiao Xu, Zhehui Wang, Tom Peterka
2021 J jnl
Deep Hierarchical Super-Resolution for Scientific Data Reduction and Visualization.
CoRR
Skylar W. Wurster, Han-Wei Shen, Hanqi Guo, Thomas Peterka, Mukund Raj, Jiayi Xu
2021 J jnl
FTK: A Simplicial Spacetime Meshing Framework for Robust and Scalable Feature Tracking.
IEEE Trans. Vis. Comput. Graph.
Hanqi Guo, David Lenz, Jiayi Xu, Xin Liang, Wenbin He, Iulian R. Grindeanu, Han-Wei Shen, Tom Peterka, Todd S. Munson, Ian T. Foster
2021 — conf
IExchange: Asynchronous Communication and Termination Detection for Iterative Algorithms.
LDAV
Dmitriy Morozov, Tom Peterka, Hanqi Guo, Mukund Raj, Jiayi Xu, Han-Wei Shen
2021 B conf
KeywordMap: Attention-based Visual Exploration for Keyword Analysis.
PacificVis
Yamei Tu, Jiayi Xu, Han-Wei Shen
2021 J jnl
Reinforcement Learning for Load-balanced Parallel Particle Tracing.
CoRR
Jiayi Xu, Hanqi Guo, Han-Wei Shen, Mukund Raj, Skylar Wolfgang Wurster, Tom Peterka
2020 J jnl
Distributed Asynchronous Union-Find for Scalable Feature Tracking.
CoRR
Jiayi Xu, Hanqi Guo, Han-Wei Shen, Mukund Raj, Xueqiao Xu, Xueyun Wang, Zhehui Wang, Tom Peterka
2020 B conf
Distribution-based Particle Data Reduction for In-situ Analysis and Visualization of Large-scale N-body Cosmological Simulations.
PacificVis
Guan Li, Jiayi Xu, Tianchi Zhang, Guihua Shan, Han-Wei Shen, Ko-Chih Wang, Shihong Liao, Zhonghua Lu
2020 J jnl
FTK: A High-Dimensional Simplicial Meshing Framework for Robust and Scalable Feature Tracking.
CoRR
Hanqi Guo, David Lenz, Jiayi Xu, Xin Liang, Wenbin He, Iulian R. Grindeanu, Han-Wei Shen, Tom Peterka, Todd S. Munson, Ian T. Foster
2019 J jnl
Geometry-Driven Detection, Tracking and Visual Analysis of Viscous and Gravitational Fingers.
CoRR
Jiayi Xu, Soumya Dutta, Wenbin He, Joachim Moortgat, Han-Wei Shen
2019 B conf
Statistical Super Resolution for Data Analysis and Visualization of Large Scale Cosmological Simulations.
PacificVis
Ko-Chih Wang, Jiayi Xu, Jonathan Woodring, Han-Wei Shen
2017 J jnl
A visual analytical approach for transfer learning in classification.
Inf. Sci.
Yuxin Ma, Jiayi Xu, Xiangyang Wu, Fei Wang, Wei Chen
2017 J jnl
EasySVM: A visual analysis approach for open-box support vector machines.
Comput. Vis. Media
Yuxin Ma, Wei Chen, Xiaohong Ma, Jiayi Xu, Xinxin Huang, Ross Maciejewski, Anthony K. H. Tung
2017 J jnl
Spatio-temporal flow maps for visualizing movement and contact patterns.
Vis. Informatics
Bing Ni, Qiaomu Shen, Jiayi Xu, Huamin Qu
2016 J jnl
TelCoVis: Visual Exploration of Co-occurrence in Urban Human Mobility Based on Telco Data.
IEEE Trans. Vis. Comput. Graph.
Wenchao Wu, Jiayi Xu, Haipeng Zeng, Yixian Zheng, Huamin Qu, Bing Ni, Mingxuan Yuan, Lionel M. Ni
2013 J jnl
A Visual Analysis Approach for Community Detection of Multi-Context Mobile Social Networks.
J. Comput. Sci. Technol.
Yu-Xin Ma, Jiayi Xu, Dichao Peng, Ting Zhang, Cheng-Zhe Jin, Huamin Qu, Wei Chen, Qunsheng Peng