Mingshuo Chen

MS student, School of Computer Science, Beijing University of Posts and Telecommunications

Joined

May 2024

Names

Mingshuo Chen (Preferred)

Chen Mingshuo

陈明硕

Emails

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

****@foxmail.com (Confirmed)

Personal Links

Homepage

DBLP

ORCID

Career & Education History

MS student

School of Computer Science, Beijing University of Posts and Telecommunications (bupt.edu.cn)

2023 – Present

Advisors, Relations & Conflicts

Coworker

Xingyi Li

2022 – Present

Expertise

deep learning

2022 – Present

Publications

GeoEyes: On-Demand Visual Focusing for Evidence-Grounded Understanding of Ultra-High-Resolution Remote Sensing Imagery
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
- CoRR 2026
- Readers: Everyone
Text Before Vision: Staged Knowledge Injection Matters for Agentic RLVR in Ultra-High-Resolution Remote Sensing Understanding
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
- CoRR 2026
- Readers: Everyone
Uncertainty-aware in-context learning for joint entity and relation extraction
Xingyi Li, Xiang Cheng, Mingshuo Chen, Pengfei Zhang, Sen Su
- Inf. Fusion 2026
- Readers: Everyone
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- ICLR 2026 Conference Withdrawn Submission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
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
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
XLRS-Bench: Could Your Multimodal LLMs Understand Extremely Large Ultra-High-Resolution Remote Sensing Imagery?
Fengxiang Wang, Hongzhen Wang, Mingshuo Chen, Di Wang, Yulin Wang, Zonghao Guo, Qiang Ma, Long Lan, Wenjing Yang, Jing Zhang, Zhiyuan Liu, Maosong Sun
- CoRR 2025
- Readers: Everyone

View all 12 publications

Co-Authors

View all 47 co-authors