Lin, Junyan

1. SS-MAE: Spatial-Spectral Masked Auto-Encoder for Multi-Source Remote Sensing Image Classification
   2023/11/08 by Lin, Junyan, Gao, Feng, Shi, Xiaocheng +2 · 5 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
2. Multi-Layer Visual Feature Fusion in Multimodal LLMs: Methods, Analysis, and Best Practices
   2025/03/08 by Lin, Junyan, Chen, Haoran, Fan, Yue +5 · 8 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
3. Multimodal Language Models See Better When They Look Shallower
   2025/04/30 by Hao Chen, Chen, Haoran, Xinghao Chen +14 · 5 citations
   Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
4. To Preserve or To Compress: An In-Depth Study of Connector Selection in Multimodal Large Language Models
   2024/10/09 by Junyan Lin, Haoran Chen, Lin, Junyan +5 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling