Ph.D. Student - Juanyan Lin

BS(ZJSU), MS(OUC)

Research Interests

CV, LLM

Honors & Awards

• National Scholarship for Graduate Student (2024)
• Outstanding Graduate Student (2024)

Selected Publications

Junyan Lin, Haoran Chen, Yue Fan, Yingqi Fan, Xin Jin, Hui Su, Jinlan Fu, Xiaoyu Shen. Multi-Layer Visual Feature Fusion in Multimodal LLMs: Methods, Analysis, and Best Practices. CVPR 2025. https://doi.org/10.1109/CVPR52734.2025.00393

Junyan Lin, Haoran Chen, Dawei Zhu, Xiaoyu Shen. To Preserve or Compress: A Study of Connectors Through Perceptual Efficacy in Multimodal Large Language Models. EMNLP 2024. https://doi.org/10.18653/v1/2024.emnlp-main.325

Junyan Lin, Feng Gao, Lin Qi, Junyu Dong, Qian Du, Xinbo Gao. Dynamic Cross-Modal Feature Interaction Network for Hyperspectral and LiDAR Data Classification. TGRS. https://doi.org/10.1109/TGRS.2025.3550587

Junyan Lin, Feng Gao, Xiaochen Shi, Junyu Dong, Qian Du. SS-MAE: Spatial–spectral masked autoencoder for multisource remote sensing image classification. TGRS. https://doi.org/10.1109/TGRS.2023.3331717