Fengxiang Wang

18 papers A* 2Journal 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	GeoEyes: On-Demand Visual Focusing for Evidence-Grounded Understanding of Ultra-High-Resolution Remote Sensing Imagery. CoRR Fengxiang Wang, Mingshuo Chen, Yueying Li, Yajie Yang, Yifan Zhang, Long Lan, Xue Yang, Hongda Sun, Yulin Wang, Di Wang, Jun Song, Jing Zhang, Bo Du
2026	J	`jnl`	MERLIN: Building Low-SNR Robust Multimodal LLMs for Electromagnetic Signals. CoRR Junyu Shen, Zhendong She, Chenghanyu Zhang, Yuchuang Sun, Luqing Luo, Dingwei Tan, Zonghao Guo, Bo Guo, Zehua Han, Wupeng Xie, Yaxin Mu, Peng Zhang, Peipei Li, Fengxiang Wang, Yangang Sun, Maosong Sun
2026	J	`jnl`	PReD: An LLM-based Foundation Multimodal Model for Electromagnetic Perception, Recognition, and Decision. CoRR Zehua Han, Jing Xiao, Yiqi Duan, Mengyu Xiang, Yuheng Ji, Xiaolong Zheng, Chenghanyu Zhang, Zhendong She, Junyu Shen, Dingwei Tan, Shichu Sun, Zhou Cong, Mingxuan Liu, Fengxiang Wang, Jinping Sun, Yangang Sun
2026	J	`jnl`	Reference-Free Enhancement of Forward-Looking Sonar Images: Bridging Cross-Modal Degradation Gaps Through Deformable Wavelet Scattering Transform and Multi-Frame Fusion. IEEE Trans. Computational Imaging Zhisheng Zhang, Peng Zhang, Fengxiang Wang, Liangli Ma, Fuchun Sun
2026	J	`jnl`	Text Before Vision: Staged Knowledge Injection Matters for Agentic RLVR in Ultra-High-Resolution Remote Sensing Understanding. CoRR Fengxiang Wang, Mingshuo Chen, Yueying Li, Yajie Yang, Yuhao Zhou, Di Wang, Yifan Zhang, Haoyu Wang, Haiyan Zhao, Hongda Sun, Long Lan, Jun Song, Yulin Wang, Jing Zhang, Wenlong Zhang, Bo Du
2025	J	`jnl`	Co-Training Vision Language Models for Remote Sensing Multi-task Learning. CoRR Qingyun Li, Shuran Ma, Junwei Luo, Yi Yu, Yue Zhou, Fengxiang Wang, Xudong Lu, Xiaoxing Wang, Xin He, Yushi Chen, Xue Yang, Junchi Yan
2025	J	`jnl`	Efficient Prompt Tuning of Large Vision-Language Model for Fine-Grained Ship Classification. IEEE Trans. Geosci. Remote. Sens. Long Lan, Fengxiang Wang, Xiangtao Zheng, Zengmao Wang, Xinwang Liu
2025	J	`jnl`	GeoLLaVA-8K: Scaling Remote-Sensing Multimodal Large Language Models to 8K Resolution. CoRR Fengxiang Wang, Mingshuo Chen, Yueying Li, Di Wang, Haotian Wang, Zonghao Guo, Zefan Wang, Boqi Shan, Long Lan, Yulin Wang, Hongzhen Wang, Wenjing Yang, Bo Du, Jing Zhang
2025	J	`jnl`	GeoZero: Incentivizing Reasoning from Scratch on Geospatial Scenes. CoRR Di Wang, Shunyu Liu, Wentao Jiang, Fengxiang Wang, Yi Liu, Xiaolei Qin, Zhiming Luo, Chaoyang Zhou, Haonan Guo, Jing Zhang, Bo Du, Dacheng Tao, Liangpei Zhang
2025	J	`jnl`	OmniEarth-Bench: Towards Holistic Evaluation of Earth's Six Spheres and Cross-Spheres Interactions with Multimodal Observational Earth Data. CoRR Fengxiang Wang, Mingshuo Chen, Xuming He, Yifan Zhang, Feng Liu, Zijie Guo, Zhenghao Hu, Jiong Wang, Jingyi Xu, Zhangrui Li, Fenghua Ling, Ben Fei, Weijia Li, Long Lan, Wenjing Yang, Wenlong Zhang, Lei Bai
2025	J	`jnl`	RoMA: Scaling up Mamba-based Foundation Models for Remote Sensing. CoRR Fengxiang Wang, Hongzhen Wang, Yulin Wang, Di Wang, Mingshuo Chen, Haiyan Zhao, Yangang Sun, Shuo Wang, Long Lan, Wenjing Yang, Jing Zhang
2025	J	`jnl`	Self-Supervised Enhancement of Forward-Looking Sonar Images: Bridging Cross-Modal Degradation Gaps through Feature Space Transformation and Multi-Frame Fusion. CoRR Zhisheng Zhang, Peng Zhang, Fengxiang Wang, Liangli Ma, Fuchun Sun
2025	J	`jnl`	TiMo: Spatiotemporal Foundation Model for Satellite Image Time Series. CoRR Xiaolei Qin, Di Wang, Jing Zhang, Fengxiang Wang, Xin Su, Bo Du, Liangpei Zhang
2025	A*	`conf`	XLRS-Bench: Could Your Multimodal LLMs Understand Extremely Large Ultra-High-Resolution Remote Sensing Imagery? CVPR Fengxiang Wang, Hongzhen Wang, Zonghao Guo, Di Wang, Yulin Wang, Mingshuo Chen, Qiang Ma, Long Lan, Wenjing Yang, Jing Zhang, Zhiyuan Liu, Maosong Sun
2025	J	`jnl`	XLRS-Bench: Could Your Multimodal LLMs Understand Extremely Large Ultra-High-Resolution Remote Sensing Imagery? CoRR Fengxiang Wang, Hongzhen Wang, Mingshuo Chen, Di Wang, Yulin Wang, Zonghao Guo, Qiang Ma, Long Lan, Wenjing Yang, Jing Zhang, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	Efficient Prompt Tuning of Large Vision-Language Model for Fine-Grained Ship Classification. CoRR Long Lan, Fengxiang Wang, Shuyan Li, Xiangtao Zheng, Zengmao Wang, Xinwang Liu
2024	A*	`conf`	Learning to Learn Better Visual Prompts. AAAI Fengxiang Wang, Wanrong Huang, Shaowu Yang, Qi Fan, Long Lan
2024	J	`jnl`	Scaling Efficient Masked Autoencoder Learning on Large Remote Sensing Dataset. CoRR Fengxiang Wang, Hongzhen Wang, Di Wang, Zonghao Guo, Zhenyu Zhong, Long Lan, Jing Zhang, Zhiyuan Liu, Maosong Sun