Zhili Li

PhD student, Geographical Science, University of Maryland, College Park

Joined

May 2024

Names

Zhili Li (Preferred)

Emails

****@umd.edu (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

PhD student

Geographical Science, University of Maryland, College Park (umd.edu)

2022 – 2026

Advisors, Relations & Conflicts

PhD Advisor

Yiqun Xie

2022 – 2026

Expertise

Spatial data mining

2022 – 2026

Remote sensing

2016 – 2026

Deep learning

2016 – 2026

Publications

TreeFinder: A US-Scale Benchmark Dataset for Individual Tree Mortality Monitoring Using High-Resolution Aerial Imagery
Zhihao Wang, Cooper Li, Ruichen Wang, Lei Ma, George Hurtt, Xiaowei Jia, Gengchen Mai, Zhili Li, Yiqun Xie
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
CarbonGlobe: A Global-Scale, Multi-Decade Dataset and Benchmark for Carbon Forecasting in Forest Ecosystems
Zhihao Wang, Lei Ma, George Hurtt, Xiaowei Jia, Yanhua Li, Ruohan Li, Zhili Li, Shuo Xu, Yiqun Xie
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
SolarCube: An Integrative Benchmark Dataset Harnessing Satellite and In-situ Observations for Large-scale Solar Energy Forecasting
Ruohan Li, Yiqun Xie, Xiaowei Jia, Dongdong Wang, Yanhua Li, Yingxue Zhang, Zhihao Wang, Zhili Li
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone
High-Resolution Poverty Mapping with Foundation Models: A Cost-effective Approach from Street Views to Satellite Images
William Lu, Zhili Li, Yiqun Xie
- IEEE Big Data 2024
- Readers: Everyone
SolarCube: An Integrative Benchmark Dataset Harnessing Satellite and In-situ Observations for Large-scale Solar Energy Forecasting
Ruohan Li, Yiqun Xie, Xiaowei Jia, Dongdong Wang, Yanhua Li, Yingxue Zhang, Zhihao Wang, Zhili Li
- NeurIPS 2024
- Readers: Everyone
When are Foundation Models Effective? Understanding the Suitability for Pixel-Level Classification Using Multispectral Imagery
Yiqun Xie, Zhihao Wang, Weiye Chen, Zhili Li, Xiaowei Jia, Yanhua Li, Ruichen Wang, Kangyang Chai, Ruohan Li, Sergii Skakun
- CoRR 2024
- Readers: Everyone
SimFair: Physics-Guided Fairness-Aware Learning with Simulation Models
Zhihao Wang, Yiqun Xie, Zhili Li, Xiaowei Jia, Zhe Jiang, Aolin Jia, Shuo Xu
- Published: 01 Jan 2024, Last Modified: 12 Apr 2024
- CoRR 2024
- Readers: Everyone
SimFair: Physics-Guided Fairness-Aware Learning with Simulation Models
Zhihao Wang, Yiqun Xie, Zhili Li, Xiaowei Jia, Zhe Jiang, Aolin Jia, Shuo Xu
- Published: 01 Jan 2024, Last Modified: 12 Apr 2024
- AAAI 2024
- Readers: Everyone
Confidence-based Self-Corrective Learning: An Application in Height Estimation Using Satellite LiDAR and Imagery
Zhili Li, Yiqun Xie, Xiaowei Jia
- IJCAI 2023
- Readers: Everyone
Point-to-Region Co-learning for Poverty Mapping at High Resolution Using Satellite Imagery
Zhili Li, Yiqun Xie, Xiaowei Jia, Kara Stuart, Caroline Delaire, Sergii Skakun
- AAAI 2023
- Readers: Everyone

View all 20 publications

Co-Authors

View all 32 co-authors