Yibin Wen

Contact Information

• Email: wenyb5@mail2.sysu.edu.cn
• Phone: +86 19886208662
• Google Scholar: https://scholar.google.com/citations?user=VnE-iNQAAAAJ

Education

2025 - 2028

M.E., Artificial Intelligence

Sun Yat-sen University

2021 - 2025

B.E., Artificial Intelligence

Sun Yat-sen University

• Advisor: Prof. Juepeng Zheng

Research Experience

Open-set Domain Adaptation for Scene Classification Using Multi-adversarial Learning

• Proposed a novel open-set domain adaptation method for scene classification using remote sensing images
• Advisor: Prof. Juepeng Zheng
• Accepted by ISPRS as co-author

Research Interests

• Application of Deep Learning in Remote Sensing
• Source-free Unsupervised Domain Adaptation for Image Classification or Semantic Segmentation
• Agricultural CoT Dataset and VLMs

Publications

2026

1. Zheng, J., Ye, Z., Wen, Y., Huang, J., Zhang, Z., Li, Q., Hu, Q., Xu, B., Zhao, L., & Fu, H. (2026). A comprehensive review of agricultural parcel and boundary delineation from remote sensing images: Recent progress and future perspectives. IEEE Geoscience and Remote Sensing Magazine.
2. Zhang, X., Mai, Z., Li, Q., Liao, Z., Wen, Y., Chen, Y., Fan, X., Ho, C. T., Tianyuan, B., et al. (2026). HM-Bench: A Comprehensive Benchmark for Multimodal Large Language Models in Hyperspectral Remote Sensing. arXiv preprint arXiv:2604.08884.
3. Guo, J., Zheng, J., Liang, Y., Wen, Y., Yu, B., Hu, J., Huang, J., & Fu, H. (2026). Towards Cross-Regional Land Cover Mapping Using Regional Consistency and Certainty-Based Active Domain Adaptation With Limited Annotations. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

2025

1. Chen, W., Wen, Y., & Zheng, J. (2025). Ban: A universal paradigm for cross-scene classification under noisy annotations from rgb and hyperspectral remote sensing images. IEEE Transactions on Geoscience and Remote Sensing, 63, 1-13.
2. Li, Q., Zhang, Y., Mai, Z., Chen, Y., Lou, S., Huang, H., Zhang, J., Zhang, Z., Wen, Y., et al. (2025). Hyunida: Breaking label set constraints for universal domain adaptation in cross-scene hyperspectral image classification. IEEE Transactions on Geoscience and Remote Sensing, 62, 1-15.
3. Wen, Y., Li, Q., Ye, Z., Zhang, J., Wu, J., Mai, Z., Lou, S., Chen, Y., Huang, H., Fan, X., et al. (2025). AgriCoT: A Chain-of-Thought Benchmark for Evaluating Reasoning in Vision-Language Models for Agriculture. arXiv preprint arXiv:2511.23253.
4. Zheng, J., Li, G., Wen, Y., Zhang, J., Dong, R., & Fu, H. (2025). Evidential Graph Contrastive Alignment for Source-Free Blending-Target Domain Adaptation. IEEE Transactions on Neural Networks and Learning Systems.
5. Zhang, Z., Ye, Z., Wen, Y., Yuan, S., Fu, H., Huang, J., & Zheng, J. (2025). Gtpbd: A fine-grained global terraced parcel and boundary dataset. arXiv preprint arXiv:2507.14697.
6. Zheng, J., Zhang, P., Wen, Y., Li, Q., Zhang, Y., & Fu, H. (2025). GALA: A GlobAl-LocAl Approach for Multi-Source Active Domain Adaptation. arXiv preprint arXiv:2510.22214.
7. Chen, W., Wen, Y., & Zheng, J. (2025). Shift-Driven Learning for Unsupervised Domain Adaptation. 2025 IEEE International Conference on Multimedia and Expo (ICME), 1-6.

2024

1. Zheng, J., Wen, Y., Chen, M., Yuan, S., Li, W., Zhao, Y., Wu, W., Zhang, L., Dong, R., & Fu, H. (2024). Open-set domain adaptation for scene classification using multi-adversarial learning. ISPRS Journal of Photogrammetry and Remote Sensing, 208, 245-260.
2. Li, Q., Wen, Y., Zheng, J., Zhang, Y., & Fu, H. (2024). Universal domain adaptation for hyperspectral image classification. IGARSS 2024-2024 IEEE International Geoscience and Remote Sensing Symposium.

Citation Metrics

• Total Citations: 136
• h-index: 5
• i10-index: 3