Author

Ziang Niu

Observed names: NIU Ziang, Niu, Ziang, Z Niu

Institutions: University of International Business and Economics, University of Shanghai for Science and Technology, Jinan University, Northwestern Polytechnical University, University of Chicago, Ministry of Agriculture and Rural Affairs, Zhejiang University, University of Pennsylvania

Observed institutions: University of International Business and Economics, University of Shanghai for Science and Technology, Jinan University, Northwestern Polytechnical University, University of Chicago, Ministry of Agriculture and Rural Affairs, Xi’an Jiaotong-Liverpool University, Zhejiang University, University of Pennsylvania

ORCID: 0000-0003-0166-7061

Observed ORCIDs: 0000-0003-0166-7061, 0009-0008-9842-1992, 0009-0008-9998-4949

OpenAlex ID: A5109592143

Using Deep Convolutional Neural Network for Image-Based Diagnosis of Nutrient Deficiencies in Plants Grown in Aquaponics

2022 · Mohamed Farag Taha, Alwaseela Abdalla, et al. · Chemosensors · 92

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Deep learning-based ranging error mitigation method for UWB localization system in greenhouse

2022 · Ziang Niu, Huizhen Yang, et al. · Computers and Electronics in Agriculture · 68

High-Throughput Analysis of Leaf Chlorophyll Content in Aquaponically Grown Lettuce Using Hyperspectral Reflectance and RGB Images

2024 · Mohamed Farag Taha, Hanping Mao, et al. · Plants · 45

A Novel Approach to Optimize Key Limitations of Azure Kinect DK for Efficient and Precise Leaf Area Measurement

2025 · Ziang Niu, Ting Huang, et al. · Agriculture · 21

Fast neural distance field-based three-dimensional reconstruction method for geometrical parameter extraction of walnut shell from multiview images

2024 · Ting Huang, Yongliang Bian, et al. · Computers and Electronics in Agriculture · 19

Reconciling model-X and doubly robust approaches to conditional independence testing

2024 · Ziang Niu, Abhinav Chakraborty, et al. · The Annals of Statistics · 13

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A Novel Method for Wheat Spike Phenotyping Based on Instance Segmentation and Classification

2024 · Ziang Niu, Ning Liang, et al. · Applied Sciences · 12

Development and evaluation of digital twin model for rack and pinion drive vegetable seedling transmission device using Adams/MATLAB co-simulation

2025 · Ibrar Ahmad, Bushra Siddique, et al. · Simulation Modelling Practice and Theory · 11

Discrepancy-based inference for intractable generative models using Quasi-Monte Carlo

2023 · Ziang Niu, Johanna Meier, et al. · Electronic Journal of Statistics · 9

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The permuted score test for robust differential expression analysis

2025 · Barry, Timothy, Niu, Ziang, et al. · arXiv (Cornell University) · 6

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Distribution-free joint independence testing and robust independent component analysis using optimal transport

2022 · Niu, Ziang, Bhattacharya, Bhaswar B. · arXiv (Cornell University) · 6

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A Skeleton-Based Method of Root System 3D Reconstruction and Phenotypic Parameter Measurement from Multi-View Image Sequence

2025 · Chengjia Xu, Ting Huang, et al. · Agriculture · 5

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Saddlepoint approximations for plug-in resampling

2026 · Z Niu, Z Huang, et al. · Biometrika · 3

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Conditional Mean Independence, Global Sensitivity Analysis, and Variable Screening Using nearest neighbor Graphs

2026 · Chatterjee, Anirban, Niu, Ziang, et al. · arXiv (Cornell University) · 2

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Assumption-lean weak limits and tests for two-stage adaptive experiments

2025 · Niu, Ziang, Ren, Zhimei · arXiv (Cornell University) · 2

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MaizeStereo: 2D Gaussian splatting-driven stereo foundation model for in-field proximal 3D maize phenotyping

2026 · Ziang Niu, Siqi Liu, et al. · Computers and Electronics in Agriculture · 1

PerturbPlan: An analytical framework for designing Perturb-seq experiments

2026 · Ziang Niu, Yihui He, et al. · bioRxiv (Cold Spring Harbor Laboratory) · 1

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Estimation and inference for high-dimensional nonparametric additive instrumental-variables regression

2026 · Ziang Niu, Yuwen Gu, et al. · Electronic Journal of Statistics · 1

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SoybeanInsGS: A high-precision, data-efficient point cloud instance segmentation pipeline for mature soybean plants via cross-view instance tracking and instance-aware 3DGS

2026 · Chen Yang, Ting Huanga, et al. · SSRN Electronic Journal · 1

Long-Tailed Noisy Labels Learning via Cognitively-Inspired External Guidance

2026 · Jie Wang, Yijie Lin, et al. · ACM International Conference on Multimedia (ACM MM)

Artificial intelligence promotes urban green innovation in China with regional spillovers and asymmetric climate-risk thresholds

2026 · Yangyulong Wu, Yue Guo, et al. · Scientific Reports

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Conditional independence testing through marginal permutation

2026 · Ai, Jiahao, Niu, Ziang · arXiv (Cornell University)

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SPGrowing: an unsupervised individual plant segmentation pipeline from UAV-derived point clouds for high-throughput in-field maize phenotyping

2026 · Ziang Niu, Ting Huang, et al. · Artificial Intelligence in Agriculture

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Labor Judicial Protection and Within-Firm Income Inequality

2026 · Ma, Haowei, Niu, Ziang, et al. · Mendeley Data

Understanding capacitive and electrodialytic roles in flow-electrode capacitive desalination

2026 · Chenxiao Chu, Ziang Niu, et al. · Desalination

Works count: 34

Citation count: 340

H-index: 9

I10-index: 9