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2020 – today
- 2025
[j2]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]Songbai Tan, Xuerui Qiu, Yao Shu, Gang Xu, Linrui Xu, Xiangyu Xu, Huiping Zhuang, Ming Li, Fei Richard Yu:
WMarkGPT: Watermarked Image Understanding via Multimodal Large Language Models. ICML 2025 - [i6]Junzhe Li, Xuerui Qiu, Linrui Xu, Liya Guo, Delin Qu, Tingting Long, Chun Fan, Ming Li:
UniF2ace: Fine-grained Face Understanding and Generation with Unified Multimodal Models. CoRR abs/2503.08120 (2025) - [i5]Fufangchen Zhao, Ming Li, Linrui Xu, Wenhao Jiang, Jian Gao, Danfeng Yan:
FaVChat: Unlocking Fine-Grained Facial Video Understanding with Multimodal Large Language Models. CoRR abs/2503.09158 (2025) - [i4]Peizhang Shao, Linrui Xu, Jinxi Wang, Wei Zhou, Xingyu Wu:
When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance. CoRR abs/2507.07748 (2025) - [i3]Zhanke Zhou, Chentao Cao, Xiao Feng, Xuan Li, Zongze Li, Xiangyu Lu, Jiangchao Yao, Weikai Huang, Linrui Xu, Tian Cheng, Guanyu Jiang, Yiming Zheng, Brando Miranda, Tongliang Liu, Sanmi Koyejo, Masashi Sugiyama, Bo Han:
AlphaApollo: Orchestrating Foundation Models and Professional Tools into a Self-Evolving System for Deep Agentic Reasoning. CoRR abs/2510.06261 (2025) - [i2]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
- [i1]Linrui Xu, Ling Zhao, Wang Guo, Qiujun Li, Kewang Long, Kaiqi Zou, Yuhan Wang, Haifeng Li:
RS-GPT4V: A Unified Multimodal Instruction-Following Dataset for Remote Sensing Image Understanding. CoRR abs/2406.12479 (2024) - 2023
- [j1]Ling Zhao, Linrui Xu, Li Zhao, Xiaoling Zhang, Yuhan Wang, Dingqi Ye, Jian Peng, Haifeng Li:
Continual Learning for Remote Sensing Image Scene Classification With Prompt Learning. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023)
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