Junyan Ye (叶俊言)

Greetings! I'm currently a student at Sun Yat-sen University, advised by Prof. Weijia Li. I got a B.E. degree at Sun Yat-sen University in 2024. Now I'm serving as a research intern at Shanghai AI Lab, and my mentor is Conghui He. My ideal is to do influential scientific research!

My research interest includes:
  • Remote Sensing & Cross-view tasks
  • Synthetic Data Detection
  • large vision-language models

Email / Google Scholar / Github / Huggingface

profile photo

📌News

[2025.2] 🔥 Happy to announce that Scene4U was accepted by CVPR 2025!

[2025.2] 🎉 Happy to announce that LOKI was accepted by ICLR 2025 Spotlight!

[2024.12]✨ Delighted to announce that Urbench were accepted by AAAI 2025!

[2024.7] 📜 We are very happy that our work EP-BEV on the cross-view retrieval task was accepted by ECCV 2024!

[2024.4] 🎉 Our work on cross-view segmentation SG-BEV was accepted by CVPR 2024 and selected as the Highlight poster!

📖Research

* indicates the equal contribution.
† indicates the corresponding authors .


Reins LOKI: A Comprehensive Synthetic Data Detection Benchmark using Large Multimodal Models

Junyan Ye*, Baichuan Zhou*, Zilong Huang*, Junan Zhang*, Tianyi Bai*, Hengrui Kang, Jun He, Honglin Lin, Zihao Wang, Tong Wu, Zhizheng Wu, Yiping Chen, Dahua Lin, Conghui He†, Weijia Li†

ICLR 2025, Spotlight
[project page] [paper] [code]
Reins Urbench: A Comprehensive Benchmark for Evaluating Large Multimodal Models in Multi-view Urban Scenarios

Baichuan Zhou*, Haote Yang*, Dairong Chen*, Junyan Ye*, Tianyi Bai, Jinhua Yu, Songyang Zhang, Dahua Lin, Conghui He†, Weijia Li†

AAAI 2025
[project page] [paper] [code]

Reins Cross-View Image Geo-Localization with Panorama-BEV Co-Retrieval Network

Junyan Ye, Zhutao Lv, Weijia Li†, Jinhua Yu, Haote Yang, Huaping Zhong, Conghui He†

ECCV 2024
[paper] [code]
Reins SG-BEV: Satellite-Guided BEV Fusion for Cross-View Semantic Segmentation

Junyan Ye, Qiyan Luo, Jinhua Yu, Huaping Zhong, Zhimeng Zheng, Conghui He, Weijia Li†

CVPR 2024 Highlight
[paper] [code]
Reins CrossViewDiff: A Cross-View Diffusion Model for Satellite-to-Street View Synthesis

Weijia Li*, Jun He*, Junyan Ye*,Huaping Zhong*, Zhimeng Zheng, Zilong Huang, Dahua Lin, Conghui He† [project page] [paper] [code]
Reins SkyDiffusion: Street-to-Satellite Image Synthesis with Diffusion Models and BEV Paradigm

Junyan Ye,Jun He*, Weijia Li†, Zhutao Lv, Jinhua Yu, Haote Yang, Conghui He† [project page] [paper] [code]
Reins Corn Phenology Detection Using the Derivative Dynamic Time Warping Method and Sentinel-2 Time Series

Junyan Ye*, Wenhao Bao, Chunhua Liao†, Dairong Chen, Haoxuan Hu [paper]
📝 Academic Service (Reviewer)
  • ICCV 2025
  • CVPR 2025
  • TCSVT

Thanks the original template from jonbarron and the modifications made by shi.

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