Hi there, I am Wenjie Zhang (Chinese name: 张文捷). I am currently working as a LLM Algorithm Engineer at Amap, Alibaba, Beijing. I received my Bachelor’s degree from the School of Mechanical and Electronic Information, China University of Geosciences, and my Master’s degree 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. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). 2026: 40108-40118.
- 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.
💼 Experience
- 2025.06 - Present, LLM Algorithm Engineer, Amap, Alibaba, Beijing, China.
- 2023.09 - 2026.07, 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.