Hi there, I am Wenjie Zhang (Chinese name: 张文捷). I graduated from the School of Mechanical and Electronic Information, China University of Geosciences with a bachelor’s degree, and I am currently a third-year Master’s student from the Hangzhou Institute for Technology, Xidian University, under the supervision of Prof. Bobo Xi.
My master’s research primarily focused on Hyperspectral Image Open-Set Recognition (HSI-OSR). Currently, I am extending my work to Multimodal Large Language Models (MLLMs) and Reinforcement Learning. You can find my Google Scholar profile here: .
🔥 News
- 2026.02: 🎉🎉 One paper was accepted by CVPR 2026.
- 2025.10: 🎉🎉 One paper was accepted by IEEE TIP.
- 2025.03: 🎉🎉 One paper was accepted by IEEE TIP.
📝 Publications

SMAP: Semantic Route Planning with Map-Grounded Multimodal Alignment.
Wenjie Zhang*, Chen Yang*, Xin Lu, Zhen Wang, Yue Liu, Bobo Xi, Pengbo Zhang. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2026.
- SMAP is the first multimodal framework for semantic route planning that reduces geographical hallucinations via a novel self-editing pipeline.
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HyperCASR: Spectral-Spatial Open-Set Recognition With Category-Aware Semantic Reconstruction for Hyperspectral Imagery. Bobo Xi, Wenjie Zhang, Jiaojiao Li, Rui Song, Yunsong Li. IEEE Transactions on Image Processing (IEEE TIP), 2025, 34: 7642-7655. CODE
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HyperTaFOR: Task-adaptive few-shot open-set recognition with spatial-spectral selective transformer for hyperspectral imagery. Bobo Xi, Wenjie Zhang, Jiaojiao Li, Rui Song, Yunsong Li. IEEE Transactions on Image Processing (IEEE TIP), 2025, 34: 4148-4160. CODE
🎖 Honors and Awards
- 2025.10 2025 National Scholarship, Ministry of Education, China.
📖 Educations
- 2023.09 - 2026.06, Master of Electronic Information, Hangzhou Institute for Technology, Xidian University, Xi’an, China.
- 2019.09 - 2023.06, Bachelor of Communications Engineering, School of Mechanical and Electronic Information, China University of Geosciences, Wuhan, China.
💻 Internships
- 2025.06 - 2025.09, Amap, Alibaba, Beijing, China.