M. Li, F. Chao, C. Lin, C. Shang and Q. Shen. TextDestroyer: A training-free and annotation-free diffusion method to destroying anomalous text from images. IEEE Transactions on Artificial Intelligence, DOI:10.1109/TAI.2026.3711, 2026.

X. Gu, A. Plamen and Q. Shen. Online fuzzily weighted adaptive boosting for streaming data classification. International Journal of Approximate Reasoning, DOI:10.1016/j.ijar.2026.109762, 2026.

Y. Li, Y. Bai, J. Ma, Y. Li, A. Temirbayev, C. Shang and Q. Shen. Learning instance-level knowledge with image-level supervision for open-vocabulary object detection in remote sensing images. IEEE Transactions on Geoscience and Remote Sensing, DOI:10.1109/TGRS.2026.3699883, 2026.

X. Gu, A. Kerim, C. Zhang, J. Han, P. Atkinson and Q. Shen. A semi-supervised self-organised prototype tree-based approach for few-shot remote sensing scene classification. Knowledge-Based Systems, 347:116350, 2026.

M. Ismail, C. Shang, L. Shen, J. Yang, Z. Horvath and Q. Shen. Martian image super-resolution with fuzzy rough feature selection-based ANFIS interpolation. International Journal of General Systems, DOI:10.1080/03081079.2026.2673451, 2026.

C. Jiang, C. Shang and Q. Shen. VRF: Variance-redistribution-driven fuzzy rule interpolation for TSK models. IEEE Transactions on Fuzzy Systems, 34(6):1768-1777, 2026.

S. Du, Y. Zou, Z. Wang, X. Li, Y. Li, C. Shang and Q. Shen. Unsupervised hyperspectral image super-resolution via self-supervised modality decoupling. International Journal of Computer Vision, 134:152, 2026.

Y. Qu, Y. Tan, L. Qiu, L. Yang, C. Shang and Q. Shen. Exclusive lasso assisted two-stage fuzzy-rough feature selection. IEEE Transactions on Emerging Topics in Computational Intelligence, 10(3):2712-2724, 2026.

B. Zhang, W. Liu, B. Guo, X. Zheng, X. Xiang, F. Chao, C. Shang and Q. Shen. Rethinking knowledge distillation through a unified framework. IEEE Transactions on Artificial Intelligence, DOI:10.1109/TAI.2026.3670327, 2026.

X. Gu, Q. Ni and Q. Shen. A chunk-wise learning evolving autonomous fuzzy system for intelligent data stream prediction. IEEE Transactions on Emerging Topics in Computational Intelligence, DOI:10.1109/TETCI.2026.3683101, 2026.

D. Ong, Y. Liu, C. Shang, G. Ding, Q. Shen and J. Han. Fixing background misclassification in few-shot object detection via product of experts. IEEE Transactions on Pattern Analysis and Machine Intelligence, 48(2):1825-1841, 2026.

C. Wu, D. Wang, H. Mao, Z. Bai, Y. Li, C. Shang and Q. Shen. Low-rank gradient guidance with mutual-guided mamba for hyperspectral pansharpening. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 19:5948-5966, 2026.

L. Zheng, Y. Zhang, L. Shen, C. Miao and Q. Shen. Grouped query attention supported with graph-based query clustering. Knowledge-Based Systems, 336:115311, 2026.

X. Chang, Z. Guo, F. Chao, L. Yang, C. Shang, N. Copner, C. Finlayson and Q. Shen. From numerals to letters: A meta learning-based robotic calligraphy system. IEEE Transactions on Artificial Intelligence, 7(7):4134-4145, 2026.

X. Gu, A. Kerim, J. Zhang, J. Han, Q. Shen, P. Atkinson and C. Zhang. Self-organising explainable multi-view representation learning for remote sensing scene classification. Applied Soft Computing, 190:114579, 2026.

H. Chu, H. Yang, F. Chao, X. Chang, C. Shang and Q. Shen. Lab-DN: Dual-branch lightweight network for lab color space shadow removal. Expert Systems with Applications, 299(B):130044, 2026.

R. Xu, J. Lin, C. Shang, M. Zhou and Q. Shen. Missing rule recovery-based dynamic fuzzy rule interpolation. Proceedings of the 35th International Conference on Fuzzy Systems, 2026.

H. Qi, R. Zhuo, B. Shi, X. Chang, F. Chao, C. Shang and Q. Shen. Profiling-free mixed-precision quantization for MoE LLMs via fuzzy rule interpolation. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics, 2026.

J. Yang, T. Yang, W. Li, X. Chang, F. Chao, C. Shang and Q. Shen. PhysReflect-VLA: Physical feasibility and self-reflective regulation for reliable vision-language-action policies. Proceedings of the 2026 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2026.

J. Yang, T. Yang, X. Chang, F. Chao, J. Lin, C. Jiang, M. Wang, C. Shang and Q. Shen. SIFAS: Selective interpolative fuzzy action shield for post-policy robot control. Proceedings of the 25th Annual Workshop on Computational Intelligence, 2026.

J. Yang, T. Yang, X. Chang, F. Chao, C. Shang and Q. Shen. PAMAE: Phase-aware-MoE action experts towards reliable flow-matching vision-luanguage-action policies. Proceedings of the 2026 IEEE International Conference on Systems, Man, and Cybernetics, 2026.

S. Du, Y. Zou, J. Li, M. Liu, Y. Li, C. Shang and Q. Shen. Pansharpening for thin-cloud contaminated remote sensing images: A unified framework and benchmark dataset. Proceedings of the 40th Annual AAAI Conference on Artificial Intelligence, 2026.