Dongway Sun
About Me
Welcome! I am a Ph.D. candidate in Computer Science and Technology at Xi’an Jiaotong University, focusing on advancing artificial intelligence and computer vision. My research centers on Remote Sensing and Medical Image Processing combined with Multimodal Machine Learning. I develop deep learning approaches for change detection, image captioning, and cross-modal understanding. I hold a Master’s degree in Computational Mathematics from Northwestern Polytechnical University and previously worked as an Associate Research Fellow for over two years, specializing in designing and deploying AI algorithms for real-world applications.
Research Interests
- Remote Sensing Images Process
- Multimodal Machine learning/Deep learning
News
- [Jul. 2025] MaskApproxNet is accepted by IEEE Transactions on Geoscience and Remote Sensing (TGRS).
- [May. 2025] Released SCNet: Lightweight Spatial-Channel Attention Network for Remote Sensing Change Captioning.
- [Mar. 2025] Released MaskApproxNet: A Novel Diffusion Model Approach for Remote Sensing Change Captioning.
- [Oct. 2024] Lightweight Sparse Focus Transformer for Remote Sensing Image Change Captioning is accepted by IEEE JSTARS.
Publications
arXivs
Services
Journal Reviewers
IEEE Transactions on Geoscience and Remote Sensing (TGRS) IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT) IEEE Transactions on Instrumentation & Measurement (TIM)
Conference Reviewers
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