Jiayi Xu

According to our database, Jiayi Xu authored at least 24 papers between 2013 and 2026.

Collaborative distances:

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

2026

Meta Lattice: Model Space Redesign for Cost-Effective Industry-Scale Ads Recommendations.

Liang Luo, Yuxin Chen, Zhengyu Zhang, Mengyue Hang, Andrew Gu, Buyun Zhang, Boyang Liu, Chen Chen, Fan Yang, Feifan Gu, Huayu Li, Jade Nie, Jiayi Xu, Jiyan Yang, Jongsoo Park, Laming Chen, Longhao Jin, Qin Huang, Shali Jiang, Shiwen Shen, Shuaiwen Wang, Siyang Yuan, Tongyi Tang, Weilin Zhang, Xi Liu, Xiaohan Wei, Yuchen Hao, Xiaozhen Xia, Yasmine Badr, Zeliang Chen, Chengze Fan, Dong Liang, Qianru Li, Sihan Zeng, Wenjun Wang, Yunlong He, Yinbin Ma, Maxim Naumov, Yantao Yao, Wenlin Chen, Ellie Dingqiao Wen

Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1, 2026

2025

Meta Lattice: Model Space Redesign for Cost-Effective Industry-Scale Ads Recommendations.

Liang Luo, Yuxin Chen, Zhengyu Zhang, Mengyue Hang, Andrew Gu, Buyun Zhang, Boyang Liu, Chen Chen, Chengze Fan, Dong Liang, Fan Yang, Feifan Gu, Huayu Li, Jade Nie, Jiayi Xu, Jiyan Yang, Jongsoo Park, Laming Chen, Longhao Jin, Qianru Li, Qin Huang, Shali Jiang, Shiwen Shen, Shuaiwen Wang, Sihan Zeng, Siyang Yuan, Tongyi Tang, Weilin Zhang, Wenjun Wang, Xi Liu, Xiaohan Wei, Xiaozhen Xia, Yuchen Hao, Yunlong He, Yasmine Badr, Zeliang Chen, Maxim Naumov, Yantao Yao, Wenlin Chen, Santanu Kolay, GP Musumeci, Ellie Dingqiao Wen

CoRR, December, 2025

2023

Deep Hierarchical Super Resolution for Scientific Data.

Skylar W. Wurster, Hanqi Guo, Han-Wei Shen, Tom Peterka, Jiayi Xu

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

Reinforcement Learning for Load-Balanced Parallel Particle Tracing.

Jiayi Xu, Hanqi Guo, Han-Wei Shen, Mukund Raj, Skylar W. Wurster, Tom Peterka

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

Visual Analytics on Network Forgetting for Task-Incremental Learning.

Ziwei Li, Jiayi Xu, Wei-Lun Chao, Han-Wei Shen

Comput. Graph. Forum, June, 2023

VDL-Surrogate: A View-Dependent Latent-based Model for Parameter Space Exploration of Ensemble Simulations.

Neng Shi, Jiayi Xu, Haoyu Li, Hanqi Guo, Jonathan Woodring, Han-Wei Shen

IEEE Trans. Vis. Comput. Graph., 2023

IDLat: An Importance-Driven Latent Generation Method for Scientific Data.

Jingyi Shen, Haoyu Li, Jiayi Xu, Ayan Biswas, Han-Wei Shen

IEEE Trans. Vis. Comput. Graph., 2023

VMap: An Interactive Rectangular Space-filling Visualization for Map-like Vertex-centric Graph Exploration.

Jiayi Xu, Han-Wei Shen

CoRR, 2023

2022

Geometry-Driven Detection, Tracking and Visual Analysis of Viscous and Gravitational Fingers.

Jiayi Xu, Soumya Dutta, Wenbin He, Joachim Moortgat, Han-Wei Shen

IEEE Trans. Vis. Comput. Graph., 2022

GNN-Surrogate: A Hierarchical and Adaptive Graph Neural Network for Parameter Space Exploration of Unstructured-Mesh Ocean Simulations.

Neng Shi, Jiayi Xu, Skylar W. Wurster, Hanqi Guo, Jonathan Woodring, Luke P. Van Roekel, Han-Wei Shen

IEEE Trans. Vis. Comput. Graph., 2022

2021

Asynchronous and Load-Balanced Union-Find for Distributed and Parallel Scientific Data Visualization and Analysis.

Jiayi Xu, Hanqi Guo, Han-Wei Shen, Mukund Raj, Xueyun Wang, Xueqiao Xu, Zhehui Wang, Tom Peterka

IEEE Trans. Vis. Comput. Graph., 2021

FTK: A Simplicial Spacetime Meshing Framework for Robust and Scalable Feature Tracking.

Hanqi Guo, David Lenz, Jiayi Xu, Xin Liang, Wenbin He, Iulian R. Grindeanu, Han-Wei Shen, Tom Peterka, Todd S. Munson, Ian T. Foster

IEEE Trans. Vis. Comput. Graph., 2021

Deep Hierarchical Super-Resolution for Scientific Data Reduction and Visualization.

Skylar W. Wurster, Han-Wei Shen, Hanqi Guo, Thomas Peterka, Mukund Raj, Jiayi Xu

CoRR, 2021

IExchange: Asynchronous Communication and Termination Detection for Iterative Algorithms.

Dmitriy Morozov, Tom Peterka, Hanqi Guo, Mukund Raj, Jiayi Xu, Han-Wei Shen

Proceedings of the 11th IEEE Symposium on Large Data Analysis and Visualization, 2021

KeywordMap: Attention-based Visual Exploration for Keyword Analysis.

Yamei Tu, Jiayi Xu, Han-Wei Shen

Proceedings of the 14th IEEE Pacific Visualization Symposium, 2021

2020

FTK: A High-Dimensional Simplicial Meshing Framework for Robust and Scalable Feature Tracking.

Hanqi Guo, David Lenz, Jiayi Xu, Xin Liang, Wenbin He, Iulian R. Grindeanu, Han-Wei Shen, Tom Peterka, Todd S. Munson, Ian T. Foster

CoRR, 2020

Distributed Asynchronous Union-Find for Scalable Feature Tracking.

Jiayi Xu, Hanqi Guo, Han-Wei Shen, Mukund Raj, Xueqiao Xu, Xueyun Wang, Zhehui Wang, Tom Peterka

CoRR, 2020

Distribution-based Particle Data Reduction for In-situ Analysis and Visualization of Large-scale N-body Cosmological Simulations.

Guan Li, Jiayi Xu, Tianchi Zhang, Guihua Shan, Han-Wei Shen, Ko-Chih Wang, Shihong Liao, Zhonghua Lu

Proceedings of the 2020 IEEE Pacific Visualization Symposium, 2020

2019

Statistical Super Resolution for Data Analysis and Visualization of Large Scale Cosmological Simulations.

Ko-Chih Wang, Jiayi Xu, Jonathan Woodring, Han-Wei Shen

Proceedings of the IEEE Pacific Visualization Symposium, 2019

2017

Spatio-temporal flow maps for visualizing movement and contact patterns.

Bing Ni, Qiaomu Shen, Jiayi Xu, Huamin Qu

Vis. Informatics, 2017

A visual analytical approach for transfer learning in classification.

Yuxin Ma, Jiayi Xu, Xiangyang Wu, Fei Wang, Wei Chen

Inf. Sci., 2017

EasySVM: A visual analysis approach for open-box support vector machines.

Yuxin Ma, Wei Chen, Xiaohong Ma, Jiayi Xu, Xinxin Huang, Ross Maciejewski, Anthony K. H. Tung

Comput. Vis. Media, 2017

2016

TelCoVis: Visual Exploration of Co-occurrence in Urban Human Mobility Based on Telco Data.

Wenchao Wu, Jiayi Xu, Haipeng Zeng, Yixian Zheng, Huamin Qu, Bing Ni, Mingxuan Yuan, Lionel M. Ni

IEEE Trans. Vis. Comput. Graph., 2016

2013

A Visual Analysis Approach for Community Detection of Multi-Context Mobile Social Networks.

Yu-Xin Ma, Jiayi Xu, Dichao Peng, Ting Zhang, Cheng-Zhe Jin, Huamin Qu, Wei Chen, Qunsheng Peng

J. Comput. Sci. Technol., 2013