Li, Zhili

7 publications

NeurIPS 2025 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 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

AAAI 2024 SimFair: Physics-Guided Fairness-Aware Learning with Simulation Models Zhihao Wang, Yiqun Xie, Zhili Li, Xiaowei Jia, Zhe Jiang, Aolin Jia, Shuo Xu

NeurIPS 2024 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

AAAI 2023 Auto-CM: Unsupervised Deep Learning for Satellite Imagery Composition and Cloud Masking Using Spatio-Temporal Dynamics Yiqun Xie, Zhili Li, Han Bao, Xiaowei Jia, Dongkuan Xu, Xun Zhou, Sergii Skakun

IJCAI 2023 Confidence-Based Self-Corrective Learning: An Application in Height Estimation Using Satellite LiDAR and Imagery Zhili Li, Yiqun Xie, Xiaowei Jia

AAAI 2023 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