GeoThreat: Transferable Targeted Adversarial Attacks on Large Vision-Language Models for Remote Sensing Image Interpretation. arXiv, 2026. [Preprint] [Code]

Yimin Fu, Yuefeng Bai, Baicheng Pan, Zhunga Liu, Michael K. Ng.

Rethinking Representations for Cross-Domain Infrared Small Target Detection: A Generalizable Perspective from the Frequency Domain. arXiv, 2026. [Preprint] [Code]

Yimin Fu, Songbo Wang, Feiyan Wu, Jialin Lyu, Zhunga Liu, Michael K. Ng.

Language-Guided Mixture of Spectral Experts for Cross-Scenario Hyperspectral Anomaly Detection. IEEE Transactions on Circuits and Systems for Video Technology, 2026. [Paper] [Code]

Yimin Fu, Peiyuan Ma, Yinghao Xu, Michael K. Ng, Peng Ren.

Transferability Reinforcement of Adversarial Attacks for Remote Sensing Image Classification via Hierarchical Transformation Composition. IEEE Transactions on Geoscience and Remote Sensing, 2026. [Paper] [Code]

Yimin Fu, Yuefeng Bai, Jialin Lyu, Baicheng Pan, Zhunga Liu, Michael K. Ng.

Collaborative Learning of Scattering and Deep Features for SAR Target Recognition with Noisy Labels. IEEE Transactions on Radar Systems, 2026. [Paper] [Code]

Yimin Fu, Zhunga Liu, Dongxiu Guo, Longfei Wang.

Semantic-Driven Representation Disentanglement for Robust Open-Set Retrieval of Cross-Modal Remote Sensing Images. Neurocomputing, 2026. [Paper]

Lizhuo Liu, Peiyuan Ma, Yimin Fu^*, Zhunga Liu.

Reason and Discovery: A New Paradigm for Open Set Recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025. [Paper]

Yimin Fu, Zhunga Liu, Jialin Lyu.

A Unified SAM-Guided Self-Prompt Learning Framework for Infrared Small Target Detection. IEEE Transactions on Geoscience and Remote Sensing, 2025. [Paper] [Code]

Yimin Fu, Jialin Lyu, Peiyuan Ma, Zhunga Liu, Michael K. Ng.

Adaptive Mixture-of-Experts Distillation for Cross-Satellite Generalizable Incremental Remote Sensing Scene Classification. IEEE Transactions on Circuits and Systems for Video Technology, 2025. [Paper] [Code]

Yimin Fu, Runqing Yang, Zhunga Liu, Michael K. Ng.

Scattering-Guided Class-Irrelevant Filtering for Adversarially Robust SAR Automatic Target Recognition. Signal Processing, 2025. [Paper] [Code]

Zhunga Liu, Jialin Lyu, Yimin Fu^*.

Transferable Adversarial Attacks for Remote Sensing Object Recognition via Spatial-Frequency Co-Transformation. IEEE Transactions on Geoscience and Remote Sensing, 2024. [Paper] [Code]

Yimin Fu, Zhunga Liu, Jialin Lyu.

Logit Prototype Learning with Active Multimodal Representation for Robust Open-Set Recognition. Science China Information Sciences, 2024. [Paper] [Code]

Yimin Fu, Zhunga Liu, Zicheng Wang.

Class-Incremental Recognition of Objects in Remote Sensing Images with Dynamic Hybrid Exemplar Selection. IEEE Transactions on Aerospace and Electronic Systems, 2024. [Paper]

Yimin Fu, Zhunga Liu, Changyuan Wu, Feiyan Wu, Meiqin Liu.

Progressive Learning Vision Transformer for Open Set Recognition of Fine-Grained Objects in Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing, 2023. [Paper]

Yimin Fu, Zhunga Liu, Zuowei Zhang.

Orientational Distribution Learning with Hierarchical Spatial Attention for Open Set Recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022. [Paper] [Code]

Zhunga Liu, Yimin Fu, Quan Pan, Zuowei Zhang. (co-authored with PhD supervisor)