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ORCIDJiayi Xu 0001
Person information
- affiliation: Meta AI, Menlo Park, CA, USA
- affiliation (former): The Ohio State University, OH, USA
- affiliation (former): Hong Kong University of Science and Technology, Hong Kong, SAR, China
- affiliation (former): Zhejiang University, China
- unicode name: 徐佳逸
Other persons with the same name
- Jiayi Xu — disambiguation page
- Jiayi Xu 0002
![[0000-0002-9868-2913]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-9868-2913")
— Hangzhou Dianzi University, Hangzhou, China - Jiayi Xu 0003 — Computer Science, UNC, Chapel Hill, NC, USA
- Jiayi Xu 0004 — McMaster University, Hamilton, ONT, Canada
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2020 – today
- 2023
[j14]Ziwei Li, Jiayi Xu, Wei-Lun Chao, Han-Wei Shen:
Visual Analytics on Network Forgetting for Task-Incremental Learning. Comput. Graph. Forum 42(3): 437-448 (2023)- [j13]Jingyi Shen, Haoyu Li, Jiayi Xu, Ayan Biswas, Han-Wei Shen:
IDLat: An Importance-Driven Latent Generation Method for Scientific Data. IEEE Trans. Vis. Comput. Graph. 29(1): 679-689 (2023) - [j12]Neng Shi, Jiayi Xu, Haoyu Li, Hanqi Guo, Jonathan Woodring, Han-Wei Shen:
VDL-Surrogate: A View-Dependent Latent-based Model for Parameter Space Exploration of Ensemble Simulations. IEEE Trans. Vis. Comput. Graph. 29(1): 820-830 (2023) - [j11]Jiayi Xu, Hanqi Guo, Han-Wei Shen, Mukund Raj, Skylar W. Wurster, Tom Peterka:
Reinforcement Learning for Load-Balanced Parallel Particle Tracing. IEEE Trans. Vis. Comput. Graph. 29(6): 3052-3066 (2023) - [j10]Skylar W. Wurster, Hanqi Guo, Han-Wei Shen, Tom Peterka, Jiayi Xu:
Deep Hierarchical Super Resolution for Scientific Data. IEEE Trans. Vis. Comput. Graph. 29(12): 5483-5495 (2023) - [i9]Jiayi Xu, Han-Wei Shen:
VMap: An Interactive Rectangular Space-filling Visualization for Map-like Vertex-centric Graph Exploration. CoRR abs/2306.00120 (2023) - 2022
- [j9]Jiayi Xu, Soumya Dutta, Wenbin He, Joachim Moortgat, Han-Wei Shen:
Geometry-Driven Detection, Tracking and Visual Analysis of Viscous and Gravitational Fingers. IEEE Trans. Vis. Comput. Graph. 28(3): 1514-1528 (2022) - [j8]Neng Shi, Jiayi Xu, Skylar W. Wurster, Hanqi Guo, Jonathan Woodring, Luke P. Van Roekel, Han-Wei Shen:
GNN-Surrogate: A Hierarchical and Adaptive Graph Neural Network for Parameter Space Exploration of Unstructured-Mesh Ocean Simulations. IEEE Trans. Vis. Comput. Graph. 28(6): 2301-2313 (2022) - [i8]Neng Shi, Jiayi Xu, Skylar W. Wurster, Hanqi Guo, Jonathan Woodring, Luke P. Van Roekel, Han-Wei Shen:
GNN-Surrogate: A Hierarchical and Adaptive Graph Neural Network for Parameter Space Exploration of Unstructured-Mesh Ocean Simulations. CoRR abs/2202.08956 (2022) - [i7]Neng Shi, Jiayi Xu, Haoyu Li, Hanqi Guo, Jonathan Woodring, Han-Wei Shen:
VDL-Surrogate: A View-Dependent Latent-based Model for Parameter Space Exploration of Ensemble Simulations. CoRR abs/2207.13091 (2022) - [i6]Jingyi Shen, Haoyu Li, Jiayi Xu, Ayan Biswas, Han-Wei Shen:
IDLat: An Importance-Driven Latent Generation Method for Scientific Data. CoRR abs/2208.03345 (2022) - 2021
- [j7]Jiayi Xu, Hanqi Guo, Han-Wei Shen, Mukund Raj, Xueyun Wang, Xueqiao Xu, Zhehui Wang, Tom Peterka:
Asynchronous and Load-Balanced Union-Find for Distributed and Parallel Scientific Data Visualization and Analysis. IEEE Trans. Vis. Comput. Graph. 27(6): 2808-2820 (2021) - [j6]Hanqi Guo, David Lenz, Jiayi Xu, Xin Liang, Wenbin He, Iulian R. Grindeanu, Han-Wei Shen, Tom Peterka, Todd S. Munson, Ian T. Foster:
FTK: A Simplicial Spacetime Meshing Framework for Robust and Scalable Feature Tracking. IEEE Trans. Vis. Comput. Graph. 27(8): 3463-3480 (2021) - [c4]Yamei Tu, Jiayi Xu, Han-Wei Shen:
KeywordMap: Attention-based Visual Exploration for Keyword Analysis. PacificVis 2021: 206-215 - [c3]Dmitriy Morozov, Tom Peterka, Hanqi Guo, Mukund Raj, Jiayi Xu, Han-Wei Shen:
IExchange: Asynchronous Communication and Termination Detection for Iterative Algorithms. LDAV 2021: 12-21 - [i5]Skylar W. Wurster, Han-Wei Shen, Hanqi Guo, Thomas Peterka, Mukund Raj, Jiayi Xu:
Deep Hierarchical Super-Resolution for Scientific Data Reduction and Visualization. CoRR abs/2107.00462 (2021) - [i4]Jiayi Xu, Hanqi Guo, Han-Wei Shen, Mukund Raj, Skylar Wolfgang Wurster, Tom Peterka:
Reinforcement Learning for Load-balanced Parallel Particle Tracing. CoRR abs/2109.05679 (2021) - 2020
- [c2]Guan Li, Jiayi Xu, Tianchi Zhang, Guihua Shan, Han-Wei Shen, Ko-Chih Wang, Shihong Liao, Zhonghua Lu:
Distribution-based Particle Data Reduction for In-situ Analysis and Visualization of Large-scale N-body Cosmological Simulations. PacificVis 2020: 171-180 - [i3]Jiayi Xu, Hanqi Guo, Han-Wei Shen, Mukund Raj, Xueqiao Xu, Xueyun Wang, Zhehui Wang, Tom Peterka:
Distributed Asynchronous Union-Find for Scalable Feature Tracking. CoRR abs/2003.02351 (2020) - [i2]Hanqi Guo, David Lenz, Jiayi Xu, Xin Liang, Wenbin He, Iulian R. Grindeanu, Han-Wei Shen, Tom Peterka, Todd S. Munson, Ian T. Foster:
FTK: A High-Dimensional Simplicial Meshing Framework for Robust and Scalable Feature Tracking. CoRR abs/2011.08697 (2020)
2010 – 2019
- 2019
- [c1]Ko-Chih Wang, Jiayi Xu, Jonathan Woodring, Han-Wei Shen:
Statistical Super Resolution for Data Analysis and Visualization of Large Scale Cosmological Simulations. PacificVis 2019: 303-312 - [i1]Jiayi Xu, Soumya Dutta, Wenbin He, Joachim Moortgat, Han-Wei Shen:
Geometry-Driven Detection, Tracking and Visual Analysis of Viscous and Gravitational Fingers. CoRR abs/1911.12383 (2019) - 2017
- [j5]Yuxin Ma, Wei Chen, Xiaohong Ma, Jiayi Xu, Xinxin Huang, Ross Maciejewski, Anthony K. H. Tung:
EasySVM: A visual analysis approach for open-box support vector machines. Comput. Vis. Media 3(2): 161-175 (2017) - [j4]Yuxin Ma, Jiayi Xu, Xiang-yang Wu, Fei Wang, Wei Chen:
A visual analytical approach for transfer learning in classification. Inf. Sci. 390: 54-69 (2017) - [j3]Bing Ni, Qiaomu Shen, Jiayi Xu, Huamin Qu:
Spatio-temporal flow maps for visualizing movement and contact patterns. Vis. Informatics 1(1): 57-64 (2017) - 2016
- [j2]Wenchao Wu, Jiayi Xu, Haipeng Zeng, Yixian Zheng, Huamin Qu, Bing Ni, Mingxuan Yuan, Lionel M. Ni:
TelCoVis: Visual Exploration of Co-occurrence in Urban Human Mobility Based on Telco Data. IEEE Trans. Vis. Comput. Graph. 22(1): 935-944 (2016) - 2013
- [j1]Yu-Xin Ma, Jiayi Xu, Dichao Peng, Ting Zhang, Cheng-Zhe Jin, Huamin Qu, Wei Chen, Qunsheng Peng:
A Visual Analysis Approach for Community Detection of Multi-Context Mobile Social Networks. J. Comput. Sci. Technol. 28(5): 797-809 (2013)
Coauthor Index
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