Publications

You can also find my articles on my Google Scholar profile.

Building Multi-Agent Copilot towards Autonomous Agricultural Data Management and Analysis

Published in IEEE International Conference on Big Data (BigData), 2024

Yu Pan, Jianxin Sun, Hongfeng Yu, Joe Luck, Geng Bai, Nipuna Chamara, Yufeng Ge, Tala Awada

Estimating the Winter Biomass Potential of Four Cover Crop Species: Wheat, Rye, Triticale, and Canola

Published in ASA, CSSA, SSSA International Annual Meeting, 2024

Vesh R Thapa, Jianxin Sun, Katja Koehler-Cole, David Scoby, Geng Frank Bai, Yufeng Ge, Hongfeng Yu, Andrea Basche

Adaptive Multi-Resolution Encoding for Interactive Large-Scale Volume Visualization through Functional Approximation

Published in IEEE Symposium on Large Data Analysis and Visualization (LDAV), 2024

Jianxin Sun, David Lenz, Hongfeng Yu, Tom Peterka

Rmdncache: Dual-space prefetching neural network for large-scale volume visualization

Published in IEEE Transactions on Visualization and Computer Graphics (TVCG), 2024

Jianxin Sun, Xinyan Xie, Hongfeng Yu

MFA-DVR: direct volume rendering of MFA models

Published in Journal of Visualization, 2024

Jianxin Sun, David Lenz, Hongfeng Yu, Tom Peterka

Accelerating Web-based Graph Visualization with Pixel-Based Edge Bundling

Published in IEEE International Conference on Big Data (BigData), 2023

Jieting Wu, Jianxin Sun, Xinyan Xie, Tian Gao, Yu Pan, Hongfeng Yu

Tissue-Specific Color Encoding and GAN Synthesis for Enhanced Medical Image Generation

Published in IEEE International Conference on Big Data (BigData), 2023

Yu Shi, Hannah Tang, Jianxin Sun, Xinyan Xie, Huijing Du, Dandan Zheng, Chi Zhang, Hongfeng Yu

Visualization of 3D Hyperspectral Soil Mapping Data via Autoencoder-based Clustering

Published in IEEE International Conference on Big Data (BigData), 2023

Jianxin Sun, Xinyan Xie, Yu Pan, Yakub Islamov, Yufeng Ge, Hongfeng Yu

Scalable volume visualization for big scientific data modeled by functional approximation

Published in IEEE International Conference on Big Data (BigData), 2023

Jianxin Sun, David Lenz, Hongfeng Yu, Tom Peterka

Lm-diskann: Low memory footprint in disk-native dynamic graph-based ann indexing

Published in IEEE International Conference on Big Data (BigData), 2023

Yu Pan, Jianxin Sun, Hongfeng Yu

Empowering Cover Crop Decision Support with Visualization and Provenance Enhancement

Published in IEEE International Conference on Big Data (BigData), 2023

Sujan Shrestha, Jianxin Sun, Katja Koehler-Cole, Andrea Basche, Hongfeng Yu

Transforming agriculture with intelligent data management and insights

Published in IEEE International Conference on Big Data (BigData), 2023

Yu Pan, Jianxin Sun, Hongfeng Yu, Geng Bai, Yufeng Ge, Joe Luck, Tala Awada

Application of machine learning in groundwater quality modeling-A comprehensive review

Published in Water Research, 2023

Ryan Haggerty, Jianxin Sun, Hongfeng Yu, Yusong Li

OneLNK: One Link to Rule Them All: Web-based Wireless Experimentation for Multi-vendor Remotely Accessible Indoor/Outdoor Testbeds

Published in Proceedings of the 15th ACM Workshop on Wireless Network Testbeds, Experimental evaluation & CHaracterization, 2022

Mohammad MR Lunar, Jianxin Sun, John Wensowitch, Michael Fay, Halit Bugra Tulay, Venkat Sai Suman Lamba Karanam, Brian Qiu, Deepak Nadig, Garhan Attebury, Hongfeng Yu, Joseph Camp, Can Emre Koksal, Dario Pompili, Byrav Ramamurthy, Morteza Hashemi, Eylem Ekici, Mehmet C Vuran

Novel 3D imaging systems for high-throughput phenotyping of plants

Published in Remote Sensing, 2021

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

Plant Event Detection from Time-Varying Point Clouds

Published in IEEE International Conference on Big Data (Big Data), 2019

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

Spatial-temporal scientific data clustering via deep convolutional neural network

Published in IEEE International Conference on Big Data (Big Data), 2019

Jianxin Sun, Chunxia Wu, Yufeng Ge, Yusong Li, Hongfeng Yu

Exploring eye tracking data on source code via dual space analysis

Published in Working Conference on Software Visualization (VISSOFT), 2019

Li Zhang, Jianxin Sun, Cole Peterson, Bonita Sharif, Hongfeng Yu

Modeling dormant fruit trees for agricultural automation

Published in Journal of Field Robotics, 2017

Henry Medeiros, Donghun Kim, Jianxin Sun, Hariharan Seshadri, Shayan Ali Akbar, Noha M Elfiky, Johnny Park

Automation of Dormant Pruning in Specialty Crop Production: An Adaptive Framework for Automatic Reconstruction and Modeling of Apple Trees

Published in CVPR, 2015

Noha M. Elfiky, Shayan A. Akbar, Jianxin Sun, Johnny Park, Avinash Kak