Publications

Assessing Deep Neural Networks as Probability Estimators

Yu Pan, Kuo-Sen Kuo, Michael L. Rilee, Hongfeng Yu

IEEE International Conference on Big Data (IEEE Bigdata 2021)

Interactive Visualization of Hyperspectral Images Based on Neural Networks

Feiyu Zhu, Yu Pan, Tian Gao, Harkamal Walia, Hongfeng Yu

IEEE Computer Graphics and Applications, vol. 41, no. 5, pp. 57-66, 1 Sept.-Oct. 2021.

Novel 3D Imaging Systems for High-Throughput Phenotyping of Plants

Tian Gao, Feiyu Zhu, Puneet Paul, Jaspreet Sandhu, Henry Akrofi Doku, Jianxin Sun, Yu Pan, Paul Staswick, Harkamal Walia, Hongfeng Yu.

Remote Sensing. 2021; 13(11):2113.

A Distributed Algorithm for Force Directed Edge Bundling

Yves Tuyishime, Yu Pan, Hongfeng Yu.

Proceedings of IEEE Symposium on Large Data Analysis and Visualization (LDAV), October, 2020.

Adaptive Deep Learning based Time-Varying Volume Compression

Yu Pan, Feiyu Zhu, Tian Gao, Hongfeng Yu.

Proceedings of 2019 IEEE International Conference on Big Data (Big Data), Los Angeles, CA, December 9-12, 2019.

Interactive Visualization of Time-Varying Hyperspectral Plant Images for High-Throughput Phenotyping

Feiyu Zhu, Yu Pan, Tian Gao, Harkamal Walia, Hongfeng Yu.

Proceedings of 2019 IEEE International Conference on Big Data (Big Data), Los Angeles, CA, December 9-12, 2019.

Plant Event Detection from Time-Varying Point Clouds

Tian Gao, Jianxin Sun, Feiyu Zhu, Henry Akrofi Doku, Yu Pan, Harkamal Walia, Hongfeng Yu.

Proceedings of 2019 IEEE International Conference on Big Data (Big Data), Los Angeles, CA, December 9-12, 2019.

Prediction Approach for Ising Model Estimation

Jinyu Li, Yu Pan, Hongfeng Yu, Qi Zhang.

Proceedings of 2019 International Conference on Data Mining Workshops (ICDMW), Beijing, China, November 8-11, 2019.

Leveraging STARE for Co-aligned Data Locality with netCDF and Python MPI

Kwo-Sen Kuo, Hongfeng Yu, Yu Pan, Michael L Rilee.

Proceedings of 2019 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Yokohama, Japan, July 28-August 2, 2019.

A Scientific Data Representation Through Particle Flow Based Linear Interpolation

Yu Pan, Feiyu Zhu, Hongfeng Yu.

Proceedings of 2019 IEEE Fifth International Conference on Big Data Computing Service and Applications (BigDataService), San Francisco, CA, April 4-9, 2019.

A Big Earth Data Platform Exploiting Transparent Multimodal Parallelization

Kwo-Sen Kuo, Yu Pan, Feiyu Zhu, Jin Wang, Michael L Rilee, Hongfeng Yu.

Proceedings of 2018 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Valencia, SPAIN, July 22-27, 2018.

Visual Analytics with Unparalleled Variety Scaling for Big Earth Data

Lina Yu, Michael L. Rilee, Yu Pan, Feiyu Zhu, Kwo-Sen Kuo, Hongfeng Yu.

Proceedings of 2017 IEEE International Conference on Big Data (Big Data), Boston, MA, December, 2017, pp. 514-521.