Portrait of Lei Zhou

Perceiving the unseen in dynamic worlds, enabling AI to adapt, reason, and explore beyond closed-world boundaries.

I am an Associate Professor in the School of Computer Science and Technology at Hainan University. My research centers on Open-World Visual Perception, with broad interests in Zero-Shot Learning, Multimodal Learning and Large Multimodal Models, Embodied AI, and Remote Sensing Image Analysis. I aim to develop intelligent, trustworthy, and adaptable visual systems for complex real-world environments.

I received my Ph.D. degree in Computer Science and Engineering from Beihang University in 2022, where I also received my B.Sc. degree in Mathematical Sciences in 2016. From 2022 to 2024, I was a Lecturer in the School of Computer Science and Artificial Intelligence at Wuhan University of Technology.

[Prospective students] Our group welcomes highly motivated Ph.D. and Master's students, visiting students, and undergraduate research interns. If you are interested in our research, please email me your CV and, if available, a brief research statement or representative publications.



Contact

Email: leizhou (AT) hainanu (DOT) edu (DOT) cn
Address: No. 58 Renmin Avenue, Haikou, Hainan, China
中文主页 / Google Scholar /  ORCID  /  DBLP



Recent News

[2026.08] One paper on video anomaly detection was accepted by Pattern Recognition (PR).

[2026.07] One paper on curvilinear structure generation model was accepted by ACM MM 2026.

[2026.07] One paper on remote sensing lightweight domain generalization segmentation was accepted by PRCV 2026.

[2026.02] One paper on multi-task pineapple detection was accepted by Expert Systems with Applications (ESWA).

[2026.02] One paper on multi-object multi-motion transfer was accepted by CVPR 2026.

[2026.01] One paper on continual zero-shot remote sensing scene classification was accepted by ICASSP 2026.

[2025.06] One paper on compositional zero-shot learning was accepted by ICCV 2025.

[2025.03] One paper on remote sensing change detection was accepted by IGARSS 2025.

[2025.02] One paper on remote sensing image segmentation was accepted by CVPR 2025.

[2024.08] One paper on 3D dynamic texture recognition was accepted by Image and Vision Computing.

[2024.01] One paper on zero-shot open-set recognition was accepted by Pattern Recognition (PR).

[2023.08] One paper on zero-shot learning was accepted by Pattern Recognition (PR).

[2023.02] One paper on aerial image recognition was accepted by Signal Processing (SP).

[2022.07] One paper on fine-grained visual classification was accepted by ECCV 2022.

[2022.05] One paper on zero-shot learning was accepted by Machine Learning (ML).

[2022.01] One paper on multi-view visual correspondences was accepted by Displays.

[2021.06] One paper on relation-aware visual reasoning was accepted by ICIG 2021.

[2021.02] One paper on zero-shot learning was accepted by CVPR 2021.