Selected Publications
A Unified Graph Pre-Training Framework for Community and User Co-Modeling
Xinnong Zhang, Jiarong Xu, Ruoxue Ma, Haozhe Zhang, Zuyu Zhao, Qi Zhang, Xuanjing Huang, zhongyu wei.
Under Review.Unleashing the Power of Language Models in Text-Attributed Graph
Haoyu Kuang, Jiarong Xu, Haozhe Zhang, Zuyu Zhao, Qi Zhang, Xuanjing Huang, and Zhongyu Wei.
In Findings of the Association for Computational Linguistics: EMNLP 2023
[pdf] [link]One-Model-Connects-All: A Unified Graph Pre-Training Model for Online Community Modeling
Ruoxue Ma, Jiarong Xu, Xinnong Zhang, Haozhe Zhang, Zuyu Zhao, Qi Zhang, Xuanjing Huang, and Zhongyu Wei.
In Findings of the Association for Computational Linguistics: EMNLP 2023
[pdf] [link]Unified Principal Component Analysis for Sparse and Dense Functional Data under Spatial Dependency
Haozhe Zhang and Yehua Li.
Journal of Business & Economic Statistics, 40(4): 1523-1537, 2022.
[arxiv] [code] [dataset]Modeling and Regionalization of China’s PM$_{2.5}$ Using Spatial-Functional Mixture Model
Decai Liang, Haozhe Zhang, Xiaohui Chang, and Hui Huang.
Journal of the American Statistical Association, 116(533):116-132, 2021.
[abstract] [pdf] [link]Random Forest Prediction Intervals
Haozhe Zhang, Joshua Zimmerman, Dan Nettleton, and Dan Nordman.
The American Statistician, 74(4):392-406, 2020.
[pdf] [software]
Optimal Designs for Genomic Selection in Hybrid Crops
Tingting Guo, Xiaoqing Yu, Xianran Li, Haozhe Zhang , Chengsong Zhu, Sherry Flint-Garcia, Michael D. McMullen, James B. Holland, Randall J. Wisser, and Jianming Yu.
Molecular Plant, 2(3):390-401, 2019.
[pdf] [dataset] [news]Regression-Enhanced Random Forests
Haozhe Zhang, Dan Nettleton, and Zhengyuan Zhu.
In JSM Proceedings, Section on Statistical Learning and Data Science, 636-647, 2017.
[pdf]Assessing Beijing’s PM$_{2.5}$ Pollution: Severity, Impacts of Weather, APEC and Winter Heating
Xuan Liang, Tao Zou, Bin Guo, Shuo Li, Haozhe Zhang, Shuyi Zhang, Hui Huang, and Song Xi Chen.
Proceedings of the Royal Society A, 471(2182), 2015.
[pdf] [dataset] [report] [news]Namibian Fairy Circles and Epithelial Cells Share Emergent Geometric Order
Haozhe Zhang, and Robert Sinclair.
Ecological Complexity, 22:32-35, 2015.
[pdf] [code] [dataset] [demo] [news]Movement modeling and patterns of within- and among-individual behavioral variation across time scales in neonate garter snakes (Thamnophis elegans)
Eric Gangloff, Vianey Leos-Barajas, Gabriel Demuth, Haozhe Zhang, Clint Kelly, Anne Bronikowski.
Behavioural Ecology & Sociobiology, 75, 162 (2021).
Thesis
- Topics in Functional Data Analysis and Machine Learning Predictive Inference
Haozhe Zhang.
Ph.D. Dissertation, Iowa State University Digital Repository, 2019. 17626.
[abstract][pdf]