Yanxing Liu

Yanxing Liu is a Ph.D. student in Aerospace Information Engineering at the University of Chinese Academy of Sciences (UCAS). He received his B.E. degree from the School of Electronics and Information Engineering, Tianjin University, China in 2021.

His research focuses on few-shot object detection, remote sensing image analysis, and deep learning, with publications in top venues such as IEEE T-GRS, AAAI, and IEEE GRSL.

He is open to research collaborations and visiting opportunities related to his research areas. Feel free to reach out via email.

Research Interests

• Few-Shot Object Detection
• Remote Sensing Image Analysis
• Open-Vocabulary Detection
• Diffusion Models for Data Augmentation
• Multimodal Learning

News

• [2025-11] A paper has been accepted by IEEE GRSL.
• [2025-10] Awarded the National Scholarship for Doctoral Students (博士研究生国家奖学金).
• [2025-07] A paper has been accepted by IGARSS 2025.
• [2025-05] A paper has been posted on arXiv (EarthSynth).
• [2025-03] Runner-up in the NTIRE25 Challenge, CVPR 2025 Workshop.
• [2024-12] A paper has been accepted by IEEE JSTARS.
• [2024-12] A paper has been accepted by AAAI 2025.
• [2024-12] A paper has been accepted by Remote Sensing.
• [2024-02] A paper has been accepted by IEEE T-GRS.

Internship

• Research Intern (Large Language Models) — Shanghai Artificial Intelligence Laboratory
  • May 2024 – Aug 2024
• Algorithm Engineer Intern (Multimodal) — ByteDance
  • Mar 2025 – Jan 2026

Selected Publications

• IEEE
  T-GRS

  🔥 Few-Shot Object Detection in Remote-Sensing Images via Label-Consistent Classifier and Gradual Regression

  Yanxing Liu, Zongxu Pan, Jianwei Yang, Bingchen Zhang, Guangyao Zhou, Qixiang Ye

  IEEE Transactions on Geoscience and Remote Sensing, 2024

  Paper Code
• Remote
  Sensing

  Multi-Modal Prototypes for Few-Shot Object Detection in Remote Sensing Images

  Yanxing Liu, Zongxu Pan, Jianwei Yang, Peiling Zhou, Bingchen Zhang

  Remote Sensing, 2024

  Paper
• AAAI
  2025

  🔥 Locate Anything on Earth: Advancing Open-Vocabulary Object Detection for Remote Sensing Community

  Jiancheng Pan*, Yanxing Liu*, Yuqian Fu, Muyuan Ma, Jiaohao Li, Danda Pani Paudel, Luc Van Gool, Xiaomeng Huang

  AAAI, 2025  ·  * equal contribution

  Paper Code
• IGARSS
  2025

  Control Copy-Paste: Controllable Diffusion-Based Augmentation Method For Remote Sensing Few-Shot Object Detection

  Yanxing Liu, Jiancheng Pan, Bingchen Zhang

  IGARSS 2025, Brisbane, Australia

  Paper
• IEEE
  GRSL

  Diverse Instance Generation via Diffusion Models for Enhanced Few-Shot Object Detection in Remote Sensing Images

  Yanxing Liu, Jiancheng Pan, Jianwei Yang, Tiancheng Chen, Peiling Zhou, Bingchen Zhang

  IEEE Geoscience and Remote Sensing Letters, vol. 22, 2025

  Paper