Junjue Wang

Film Independent — United States

Engineering · Physical Sciences

25h-index3.1kcitations89works4.12yr avg
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Research Topics

Remote-Sensing Image Classification(30), Advanced Image and Video Retrieval Techniques(15), Multimodal Machine Learning Applications(12), Advanced Neural Network Applications(11), Geographic Information Systems Studies(9)

Publications89 total

Direction-aware 3D Large Multimodal Models
arXiv (Cornell University)·2026Open Access
Direction-aware 3D Large Multimodal Models
ArXiv.org·2026Open Access
Contextual information-based amalgamated CNN-Transformer network for self-supervised monocular depth estimation
2026
Experience-Driven Multi-Agent Systems Are Training-free Context-aware Earth Observers
arXiv (Cornell University)·2026Open Access
Experience-Driven Multi-Agent Systems Are Training-free Context-aware Earth Observers
arXiv (Cornell University)·2026Open Access
The Confidence Dichotomy: Analyzing and Mitigating Miscalibration in Tool-Use Agents
arXiv (Cornell University)·2026Open Access
The Confidence Dichotomy: Analyzing and Mitigating Miscalibration in Tool-Use Agents
ArXiv.org·2026Open Access
EarthVL: A Progressive Earth Vision-Language Understanding and Generation Framework
ArXiv.org·2026Open Access
EarthVL: A Progressive Earth Vision-Language Understanding and Generation Framework
arXiv (Cornell University)·2026Open Access
Toward Global Large Language Models in Medicine
arXiv (Cornell University)·2026Open Access
Toward Global Large Language Models in Medicine
ArXiv.org·2026Open Access
Artificial Intelligence for Earthquake Response: Outcomes and insights from a global spaceborne rapid mapping challenge
IEEE Geoscience and Remote Sensing Magazine·2026Open Access
DisasterKD: Frequency-guided cross-decoder knowledge distillation for UAV real-time disaster damage assessment
Pattern Recognition·2025
CityVLM: Towards sustainable urban development via multi-view coordinated vision–language model
ISPRS Journal of Photogrammetry and Remote Sensing·2025· 1 cited
Remote sensing meta modal representation for missing modality land cover mapping: From EarthMiss dataset to MetaRS method
Remote Sensing of Environment·2025
Bright: a globally distributed multimodal building damage assessment dataset with very-high-resolution for all-weather disaster response
Earth system science data·2025· 14 citedOpen Access
Noisy-Pair Robust Representation Alignment for Positive-Unlabeled Learning
arXiv (Cornell University)·2025Open Access
Global urban high-resolution scene classification via uncertainty-aware domain generalization
ISPRS Journal of Photogrammetry and Remote Sensing·2025· 1 cited
Earthcaption: Task-Driven Remote-Sensing Image Caption Dataset for Earth Understanding
2025
Foundation Models for Remote Sensing and Earth Observation: A survey
IEEE Geoscience and Remote Sensing Magazine·2025· 25 cited
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Frequent Co-authors

Yanfei Zhong(29), Ailong Ma(23), Zhuo Zheng(18), Mahadev Satyanarayanan(13), Padmanabhan Pillai(10), Liangpei Zhang(8), Yuting Wan(6), Shilpa George(5), Zihang Chen(5), Weihao Xuan(5), Naoto Yokoya(5), Brandon Amos(4), Ziqiang Feng(4), Xiaoyan Lu(4), Mihir Bala(3), Anupam Das(3), Norman Sadeh(3), Chenyu Zheng(3), Yinhe Liu(3), Manuel Olguín Muñoz(3)