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2020 – today
- 2025
[j3]Haifeng Li
, Qiujun Li, Cheng Yang, Wang Guo, Mengyao Li, Hongyuan Yuan, Run Shao, Chengli Peng:
Task Knowledge Injection: Training-Free Adaptation of Multimodal Large Language Models for Remote Sensing Image Understanding. IEEE Geosci. Remote. Sens. Lett. 22: 1-5 (2025)- [j2]Xuying Wang, Yunsheng Zhang, Run Shao, Siyang Chen, Haifeng Li, Xin Chen:
SAT-Former: An Efficient 3-D Transformer With Semantic Aggregated Point Tokenizer for Point Cloud Semantic Segmentation in Urban Scenes. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 18: 28326-28342 (2025) - [j1]Run Shao, Cheng Yang, Qiujun Li, Linrui Xu, Xiang Yang, Xian Li, Mengyao Li, Qing Zhu, Yongjun Zhang, Yansheng Li, Yu Liu, Yong Tang, Dapeng Liu, Shizhong Yang, Haifeng Li:
AllSpark: A Multimodal Spatiotemporal General Intelligence Model With Ten Modalities via Language as a Reference Framework. IEEE Trans. Geosci. Remote. Sens. 63: 1-20 (2025) - [c1]Bolei He, Xinran He, Run Shao, Shanfu Shu, Xianwei Xue, Mingquan Cheng, Haifeng Li, Zhen-Hua Ling:
Select to Know: An Internal-External Knowledge Self-Selection Framework for Domain-Specific Question Answering. EMNLP (Findings) 2025: 10683-10703 - [i4]Bolei He, Xinran He, Run Shao, Shanfu Shu, Xianwei Xue, Mingquan Cheng, Haifeng Li, Zhenhua Ling:
Select to Know: An Internal-External Knowledge Self-Selection Framework for Domain-Specific Question Answering. CoRR abs/2508.15213 (2025) - [i3]Run Shao, Ziyu Li, Zhaoyang Zhang, Linrui Xu, Xinran He, Hongyuan Yuan, Bolei He, Yongxing Dai, Yiming Yan, Yijun Chen, Wang Guo, Haifeng Li:
Asking like Socrates: Socrates helps VLMs understand remote sensing images. CoRR abs/2511.22396 (2025) - 2024
- [i2]Run Shao, Cheng Yang, Qiujun Li, Qing Zhu, Yongjun Zhang, Yansheng Li, Yu Liu, Yong Tang, Dapeng Liu, Shizhong Yang, Jiayi Ma, Haifeng Li:
AllSpark: a multimodal spatiotemporal general model. CoRR abs/2401.00546 (2024) - [i1]Run Shao, Zhaoyang Zhang, Chao Tao, Yunsheng Zhang, Chengli Peng, Haifeng Li:
Homogeneous Tokenizer Matters: Homogeneous Visual Tokenizer for Remote Sensing Image Understanding. CoRR abs/2403.18593 (2024)
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