Fengxiang Wang

PhD student, National University of Defense Technology

Joined

November 2023

Names

Fengxiang Wang (Preferred)

Emails

****@nudt.edu.cn (Confirmed)

Personal Links

Career & Education History

PhD student

National University of Defense Technology (nudt.edu.cn)

2023 – Present

Advisors, Relations & Conflicts

PhD Advisor

Wenjing Yang

2023 – Present

PhD Advisee

Long Lan

2023 – Present

PhD Advisee

Jing Zhang

2023 – Present

Expertise

MLLMs

Present

Remote Sensing

Present

Publications

OmniEarth-Bench: Probing Cognitive Abilities of MLLMs for Earth's Multi-sphere Observation Data
Fengxiang Wang, Mingshuo Chen, Xuming He, YiFan Zhang, Yueying Li, Feng Liu, Zijie Guo, Zhenghao Hu, Jiong WANG, Jingyi Xu, Zhangrui Li, Junchao Gong, Di Wang, Fenghua Ling, Ben Fei, Weijia Li, Long Lan, Wenjing Yang, Jing Zhang, Wenlong Zhang et al. (1 additional authors not shown)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
EMind: A Foundation Model for Multi-task Electromagnetic Signals Understanding
Luqing Luo, Wenjin Gui, Yunfei Liu, Fengxiang Wang, Ziyue Zhuang, Yunxi Zhang, Zonghao Guo, Qirui Zhao, Zizhi Ma, Hanxiang He, Mingxuan Liu, Zhou Cong, Xinzhu Liu, Jinhai Li, Xin Qiu, Wupeng Xie, Yangang Sun, Maosong Sun
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
RoMA: Scaling up Mamba-based Foundation Models for Remote Sensing
Fengxiang Wang, Yulin Wang, Mingshuo Chen, Haotian Wang, Hongzhen Wang, Haiyan Zhao, Yangang Sun, Shuo Wang, Di Wang, Long Lan, Wenjing Yang, Jing Zhang
- NeurIPS 2025 poster
- Readers: Everyone
GeoLLaVA-8K: Scaling Remote-Sensing Multimodal Large Language Models to 8K Resolution
Fengxiang Wang, Mingshuo Chen, Yueying Li, Di Wang, Haotian Wang, Zonghao Guo, Zefan Wang, Shan Boqi, Long Lan, Yulin Wang, Hongzhen Wang, Wenjing Yang, Bo Du, Jing Zhang
- NeurIPS 2025 spotlight
- Readers: Everyone
OmniEarth-Bench: Towards Holistic Evaluation of Earth’s Six Spheres and Cross-Spheres Interactions with Multimodal Observational Earth Data
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
- Submitted to NeurIPS 2025 Datasets and Benchmarks Track
- Readers: Everyone
TiMo: Spatiotemporal Foundation Model for Satellite Image Time Series
Xiaolei Qin, Di Wang, Jing Zhang, Fengxiang Wang, Xin Su, Bo Du, Liangpei Zhang
- CoRR 2025
- Readers: Everyone
OmniEarth-Bench: Towards Holistic Evaluation of Earth's Six Spheres and Cross-Spheres Interactions with Multimodal Observational Earth Data
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
- CoRR 2025
- Readers: Everyone
GeoLLaVA-8K: Scaling Remote-Sensing Multimodal Large Language Models to 8K Resolution
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
- CoRR 2025
- Readers: Everyone
RoMA: Scaling up Mamba-based Foundation Models for Remote Sensing
Fengxiang Wang, Hongzhen Wang, Yulin Wang, Di Wang, Mingshuo Chen, Haiyan Zhao, Yangang Sun, Shuo Wang, Long Lan, Wenjing Yang, Jing Zhang
- CoRR 2025
- Readers: Everyone
XLRS-Bench: Could Your Multimodal LLMs Understand Extremely Large Ultra-High-Resolution Remote Sensing Imagery?
Fengxiang Wang, Hongzhen Wang, Zonghao Guo, Di Wang, Yulin Wang, Mingshuo Chen, Qiang Ma, Long Lan, Wenjing Yang, Jing Zhang, Zhiyuan Liu, Maosong Sun
- CVPR 2025
- Readers: Everyone

View all 14 publications

Co-Authors

View all 61 co-authors