Research Interests

• Weakly supervised learning
• Functional data analysis
• Medical image analysis
• Spatial statistics
• Remote sensing

Publications and Preprints

1. Large‐scale, Image‐based Tree Species Mapping in a Tropical Forest using Artificial Perceptual Learning
   Tang, Chengliang, Uriarte, Maria, Jin, Helen, Morton, Douglas C., and Zheng, Tian
   [arXiv] [Journal]

2. Weakly Supervised Learning Creates a Fusion of Modeling Cultures
   Tang, Chengliang, Yuan, Gan, and Zheng, Tian
   [arXiv] [Journal]

3. 20th Century Hurricanes Leave Long Lasting Legacies on Tropical Forest Structure and Composition (In preparation)
   Uriarte, Maria, Tang, Chengliang, Morton, Douglas C., Zimmerman, J. K., and Zheng, Tian
   [abstract]

4. Wasserstein Distributional Learning (In preparation)
   Tang, Chengliang, Wei, Ying, and Zheng, Tian