Xuying Zheng

Crop Sciences Ph.D. Candidate, University of Illinois Urbana-Champaign (PI: Sacks)

Recent Publications

• Genetic Mapping for Winter-Hardiness in a Miscanthus sacchariflorus x M. sinensis (Hardy x Non-Hardy) F2 Population
• Breaking the Barrier of Human-annotated Training Data for Machine Learning-aided Plant Research using Aerial Imagery
• Genetic Basis of Non-Photochemical Quenching and Photosystem II Efficiency Responses to Chilling in the Biomass Crop Miscanthus
• Deep Convolutional Neural Networks Exploit High-Spatial- and -Temporal-Resolution Aerial Imagery to Phenotype Key Traits in Miscanthus

Recent Datasets

• Breaking the Barrier of Human-Annotated Training Data for Machine-Learning-Aided Plant Research Using Aerial Imagery
• Genetic Basis of Non-Photochemical Quenching and Photosystem II Efficiency Responses to Chilling in the Biomass Crop Miscanthus