AllSpark: a multimodal spatiotemporal general model. - Run Shao; Cheng Yang; Qiujun Li; Qing Zhu; Yongjun Zhang 002; Yansheng Li 001; Yu Liu 023; Yong Tang; Dapeng Liu; Shizhong Yang; Jiayi Ma 001; Haifeng Li 007 (CoRR, 2024)

Homogeneous Tokenizer Matters: Homogeneous Visual Tokenizer for Remote Sensing Image Understanding. - Run Shao; Zhaoyang Zhang; Chao Tao 001; Yunsheng Zhang; Chengli Peng; Haifeng Li 007 (CoRR, 2024)

Task Knowledge Injection: Training-Free Adaptation of Multimodal Large Language Models for Remote Sensing Image Understanding. - Haifeng Li 007; Qiujun Li; Cheng Yang; Wang Guo; Mengyao Li; Hongyuan Yuan; Run Shao; Chengli Peng (IEEE Geosci. Remote. Sens. Lett., 2025)

AllSpark: A Multimodal Spatiotemporal General Intelligence Model With Ten Modalities via Language as a Reference Framework. - Run Shao; Cheng Yang; Qiujun Li; Linrui Xu; Xiang Yang; Xian Li; Mengyao Li; Qing Zhu; Yongjun Zhang 002; Yansheng Li 001; Yu Liu 003; Yong Tang; et al. (IEEE Trans. Geosci. Remote. Sens., 2025)

Select to Know: An Internal-External Knowledge Self-Selection Framework for Domain-Specific Question Answering. - Bolei He; Xinran He; Run Shao; Shanfu Shu; Xianwei Xue; Mingquan Cheng; Haifeng Li; Zhenhua Ling (CoRR, 2025)