| 2026 | AAAI | EcoDiffusion: Uncertainty-Aware Emulation of Ecosystem Processes with Conditional Diffusion for Long Sequences with Single-Step Initialization. | Ruohan Li, Zhihao Wang, Xiaowei Jia, Gengchen Mai, Lei Ma, George C. Hurtt, Quan Shen, Zhili Li, Yiqun Xie |
| 2025 | ACL | LLMMapReduce: Simplified Long-Sequence Processing using Large Language Models. | Zihan Zhou, Chong Li, Xinyi Chen, Shuo Wang, Yu Chao, Zhili Li, Haoyu Wang, Qi Shi, Zhixing Tan, Xu Han, Xiaodong Shi, Zhiyuan Liu, Maosong Sun |
| 2024 | AAAI | SimFair: Physics-Guided Fairness-Aware Learning with Simulation Models. | Zhihao Wang, Yiqun Xie, Zhili Li, Xiaowei Jia, Zhe Jiang, Aolin Jia, Shuo Xu |
| 2023 | AAAI | 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 |
| 2023 | AAAI | 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 |
| 2023 | IJCAI | Confidence-based Self-Corrective Learning: An Application in Height Estimation Using Satellite LiDAR and Imagery. | Zhili Li, Yiqun Xie, Xiaowei Jia |
| 2019 | ICIP | Multiple Instance Dense Connected Convolution Neural Network for Aerial Image Scene Classification. | Qi Bi, Kun Qin, Zhili Li, Han Zhang, Kai Xu |