Wenchong He

PhD student, University of Florida

Joined

May 2021

Names

Wenchong He (Preferred)

Emails

****@crimson.ua.edu (Confirmed)

****@ufl.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

PhD student

University of Florida (ufl.edu)

2021 – Present

MS student

College of William and Mary (wm.edu)

2017 – 2019

Advisors, Relations & Conflicts

No relations added

Expertise

Deep Learning

Present

Spatiotemporal Data Mining

Present

Publications

Infusing Spatial Knowledge into Deep Learning for Earth Science: A Hydrological Application
Zelin Xu, Tingsong Xiao, Wenchong He, Yu Wang, Zhe Jiang
- NeurIPS2023-AI4Science Poster
- Readers: Everyone
XTSFormer: Cross-Temporal-Scale Transformer for Irregular Time Event Prediction
Tingsong Xiao, Zelin Xu, Jim Su, Wenchong He, Jiang Bian, Zhe Jiang
- Submitted to ICLR 2024
- Readers: Everyone
A Hierarchical Spatial Transformer for Massive Point Samples in Continuous Space
Wenchong He, Zhe Jiang, Tingsong Xiao, Zelin Xu, Shigang Chen, Ronald Fick, MILES D MEDINA, Christine Angelini
- NeurIPS 2023 poster
- Readers: Everyone
A Survey on Uncertainty Quantification Methods for Deep Neural Networks: An Uncertainty Source Perspective
Wenchong He, Zhe Jiang
- Published: 01 Jan 2023, Last Modified: 29 Oct 2023
- CoRR 2023
- Readers: Everyone
Earth Imagery Segmentation on Terrain Surface with Limited Training Labels: A Semi-supervised Approach based on Physics-Guided Graph Co-Training
Wenchong He, Arpan Man Sainju, Zhe Jiang, Da Yan, Yang Zhou
- 2022 (modified: 18 May 2022)
- ACM Trans. Intell. Syst. Technol. 2022
- Readers: Everyone
Quantifying and Reducing Registration Uncertainty of Spatial Vector Labels on Earth Imagery
Wenchong He, Zhe Jiang, Marcus Kriby, Yiqun Xie, Xiaowei Jia, Da Yan, Yang Zhou
- 2022 (modified: 11 Nov 2022)
- KDD 2022
- Readers: Everyone
An Explainer for Temporal Graph Neural Networks
Wenchong He, Minh N. Vu, Zhe Jiang, My T. Thai
- Published: 01 Jan 2022, Last Modified: 17 May 2023
- GLOBECOM 2022
- Readers: Everyone
An Explainer for Temporal Graph Neural Networks
Wenchong He, Minh N. Vu, Zhe Jiang, My T. Thai
- Published: 01 Jan 2022, Last Modified: 17 May 2023
- CoRR 2022
- Readers: Everyone
Semi-Supervised Learning With the EM Algorithm: A Comparative Study Between Unstructured and Structured Prediction
Wenchong He, Zhe Jiang
- Published: 01 Jan 2022, Last Modified: 29 Oct 2023
- IEEE Trans. Knowl. Data Eng. 2022
- Readers: Everyone
A Hidden Markov Contour Tree Model for Spatial Structured Prediction
Arpan Man Sainju, Wenchong He, Zhe Jiang
- Published: 01 Jan 2022, Last Modified: 29 Oct 2023
- IEEE Trans. Knowl. Data Eng. 2022
- Readers: Everyone

View all 16 publications

Co-Authors

View all 26 co-authors