Jingyi Shen

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 14

Top Topics

Convolutional Neural Networks

Scientific Data

Top Venues

IEEE Trans. Vis. Comput. Graph.

Publications

Jingyi Shen, Yuhan Duan, Han-Wei Shen
SurroFlow: A Flow-Based Surrogate Model for Parameter Space Exploration and Uncertainty Quantification. CoRR (2024)
Jingyi Shen, Han-Wei Shen
PSRFlow: Probabilistic Super Resolution with Flow-Based Models for Scientific Data. IEEE Trans. Vis. Comput. Graph. 30 (1) (2024)
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) (2023)
Jingyi Shen, Han-Wei Shen
PSRFlow: Probabilistic Super Resolution with Flow-Based Models for Scientific Data. CoRR (2023)
Jingyi Shen, Haoyu Li, Jiayi Xu, Ayan Biswas, Han-Wei Shen
IDLat: An Importance-Driven Latent Generation Method for Scientific Data. CoRR (2022)
Xiaofei Xie, Jingyi Shen, Yifan Zhao, Ruilin Yang
Research and Design of Big Data Relevance Analysis System for Land Development Industry Chain. ICCCS (2021)
Jingyi Shen, Han-Wei Shen
An Information-theoretic Visual Analysis Framework for Convolutional Neural Networks. STAG (2021)
Jingyi Shen, M. Omair Shafiq
Short-term stock market price trend prediction using a comprehensive deep learning system. J. Big Data 7 (1) (2020)
Jingyi Shen, Han-Wei Shen
An Information-theoretic Visual Analysis Framework for Convolutional Neural Networks. CoRR (2020)
Jingyi Shen, Runqi Wang, Han-Wei Shen
Visual exploration of latent space for traditional Chinese music. Vis. Informatics 4 (2) (2020)
Jingyi Shen, M. Omair Shafiq
Learning Mobile Application Usage - A Deep Learning Approach. ICMLA (2019)
Jingyi Shen, Olga Baysal, M. Omair Shafiq
Evaluating the Performance of Machine Learning Sentiment Analysis Algorithms in Software Engineering. DASC/PiCom/DataCom/CyberSciTech (2019)
Jingyi Shen, M. Omair Shafiq
Deep Learning Convolutional Neural Networks with Dropout - A Parallel Approach. ICMLA (2018)
Jingyi Shen, Weiping Huang, Dongyang Zhu, Jun Liang
A Novel Similarity Measure Model for Multivariate Time Series Based on LMNN and DTW. Neural Process. Lett. 45 (3) (2017)