Junyao Ge

Junyao Ge

PhD student (2020-2025), now at Huawei

Interests

  • Deep learning
  • Computer vision
  • Remote sensing
  • Large Language Model

Education

  • Ph.D. in Control Science and Engineering, Xidian University (2025)
  • B.Eng. in Electronics and Information Engineering, Nanjing University of Posts and Telecommunications (2020)

My name in Chinese is 戈浚尧, which corresponds to Junyao Ge in English. I am a Ph.D. student in the School of Electronic Engineering at Xidian University, China. My research interests include deep learning, computer vision, and remote sensing.

Upon graduation, I will join Huawei ICT Products & Solutions, where I will work on developing multimodal large language models for networking and security applications.

My Ph.D. thesis title is: “Research on Key Methods for Remote Sensing Image Interpretation Driven by Multimodal Large Language Models.” (Its Chinese title is: 多模态大模型驱动的遥感图像解译关键方法研究).

Dr. Ge joined Huawei in 2025.

Latest

Bridging semantics and geometry: A decoupled LVLM–SAM framework for reasoning segmentation in optical remote sensing

Xu Zhang, Junyao Ge, Yang Zheng, Kaitai Guo, Jimin Liang

ISPRS Journal of Photogrammetry and Remote Sensing, 237: 217-235

Details | DOI | URL

Ensembled-SAMs for Enhanced Small Coronary Artery Segmentation in CCTA Images

Fei Chen, Junyao Ge, Yang Zheng, Kaitai Guo, Feng Cao, Jimin Liang

IEEE Journal of Biomedical and Health Informatics, 29(7): 4612-4622

Details | DOI

RSTeller: Scaling up visual language modeling in remote sensing with rich linguistic semantics from openly available data and large language models

Junyao Ge, Xu Zhang, Yang Zheng, Kaitai Guo, Jimin Liang

ISPRS Journal of Photogrammetry and Remote Sensing, 226: 146-163

Details | DOI | URL

Angular Super-Resolution Algorithm for Millimeter-Wave Automotive Radar Based on Virtual Array Augmentation

Siqi Pang, Junyao Ge, Kaitai Guo, Yang Zheng, Jimin Liang

IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, 11177-11180

Details | DOI

KeyShip: Towards High-Precision Oriented SAR Ship Detection Using Key Points

Junyao Ge, Yiping Tang, Kaitai Guo, Yang Zheng, Haihong Hu, Jimin Liang

Remote Sensing, 15(8)

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RTV-SIFT: Harnessing Structure Information for Robust Optical and SAR Image Registration

Siqi Pang, Junyao Ge, Lei Hu, Kaitai Guo, Yang Zheng, Changli Zheng, Wei Zhang, Jimin Liang

Remote Sensing, 15(18)

Details | DOI | URL

Towards better utilization of pseudo labels for weakly supervised temporal action localization

Yiping Tang, Junyao Ge, Kaitai Guo, Yang Zheng, Haihong Hu, Jimin Liang

Information Sciences, 623: 693-708

Details | DOI | URL