Publications

2025

T. Li, Yun Liu*, W, Ren, B. Shiri, W. Lin. Single Image Dehazing Using Fuzzy Region Segmentation and Haze Density Decomposition. IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT). 2025. (CCF-B, Corresponding author)
Yun Liu, X. Wang, E. Hu, A. Wang, B. Shiri, W. Lin. VNDHR: Variational Single Nighttime Image Dehazing for Enhancing Visibility in Intelligent Transportation Systems via Hybrid Regularization. IEEE Transactions on Intelligent Transportation Systems (T-ITS). 2025. (CCF-B)
X. Wang, G. Yang, T. Ye, Yun Liu*. Dehaze-RetinexGAN: Real-World Image Dehazing via Retinex-based Generative Adversarial Network. Proceedings of the 39th Annual AAAI Conference on Artificial Intelligence (AAAI). 2025. (CCF-A, Corresponding author)
E. Chen, L. Tong, T. Ye, S. Chen, Y. Zhang, Yun Liu*. Mutual learning for domain adaptation: Self-distillation image dehazing network with sample-cycle. Displays, 2025, 87: 102904. (JCR-2, Corresponding author)

E. Chen, S. Chen, T. Ye, Yun Liu*. Degradation-Adaptive Neural Network for Jointly Single Image Dehazing and Desnowing. Frontiers of Computer Science, 2024, 18(2): 182707. (CCF-B, Corresponding author)
C. Li, E. Hu, X. Zhang, H. Zhou, H. Xiong, Yun Liu*. Visibility Restoration for Real-world Hazy Images via Improved Physical Model and Gaussian Total Variation. Frontiers of Computer Science, 2024, 18(1): 181708. (CCF-B, Corresponding author)
Z. Xia, Yun Liu*, X. Wang, F. Zhang, R. Chen, W. Jiang. Infrared and visible image fusion via hybrid variational model. IEICE Transactions on Information and Systems. 2024, E107-D(4): 569–573. (JCR-4, Corresponding author)

Yun Liu, Z. Yan, S. Chen, T. Ye, W. Ren, E. Chen. NightHazeFormer: Single Nighttime Haze Removal Using Prior Query Transformer. Proceedings of the 31st ACM International Conference on Multimedia (ACM MM ‘23). 2023: 4119-4128. (CCF-A)
Yun Liu, Z. Yan, J. Tan, Y. Li. Multi-purpose Oriented Single Nighttime Image Haze Removal Based on Unified Variational Retinex Model. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023, 33(4): 1643-1657. (CCF-B, ESI Highly Cited & Hot Paper)
T. Ye, S. Chen, Yun Liu*, W. Chai, J. Bai, W. Zou, Y. Zhang, M. Jiang, E. Chen, C. Xue. Sequential Affinity Learning for Video Restoration. Proceedings of the 31st ACM International Conference on Multimedia (ACM MM ‘23). 2023: 4147-4156. (CCF-A, Corresponding author)
T. Ye, S. Chen, J. Bai, J. Shi, C. Xue, J. Jiang, J. Yin, E. Chen, Yun Liu*. Adverse Weather Removal with Codebook Priors. Proceedings of the IEEE/CVF international conference on computer vision (ICCV). 2023: 12653-12664. (CCF-A, Corresponding author)
S. Chen#, T. Ye#, Yun Liu#, T. Liao, J. Jiang, E. Chen, P. Chen. MSP-former: Multi-scale Projection Transformer for Single Image Desnowing. Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 2023: 1-5. (CCF-B, co-first author)
H. Zhou, Z. Chen, Yun Liu, Y. Sheng, W. Ren, H. Xiong. Physical-priors-guided DehazeFormer. Knowledge-Based Systems, 2023, 266: 110410. (CCF-C, JCR-1)

Yun Liu, Z. Yan, T. Ye, A. Wu, Y. Li. Single Nighttime Image Dehazing Based on Unified Variational Decomposition Model and Multi-Scale Contrast Enhancement. Engineering Applications of Artificial Intelligence, 2022, 116: 105373. (CCF-C, JCR-1)
Yun Liu, Z. Yan, A. Wu, T. Ye, Y. Li. Nighttime Image Dehazing Based on Variational Decomposition Model. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops. 2022: 640-649. (CCF-A Workshop)
Yun Liu, P. Jia, H. Zhou, A. Wang. Joint Dehazing and Denoising for Single Nighttime Image via Multi-scale Decomposition. Multimedia Tools and Applications, 2022, 81, 23941-23962. (CCF-C, JCR-2)
H. Zhou, Z. Zhao, H. Xiong, Yun Liu*. A Unified Weighted Variational Model for Simultaneously Haze Removal and Noise Suppression of Hazy Images. Displays, 2022, 72, 102137. (JCR-1, Corresponding author)
T. Ye#, S. Chen#, Yun Liu#, Y. Ye, J. Bai, E. Chen. Towards Real-time High-definition Image Snow Removal: Efficient pyramid network with asymmetrical encoder-decoder architecture. Proceedings of the Asian Conference on Computer Vision (ACCV). 2022: 366-381. (CCF-C, co-first author)

Yun Liu, A. Wang, H. zhou, P. Jia. Single Nighttime Image Dehazing Based on Image Decomposition. Signal Processing, 2021, 183, 107886. (CCF-C, JCR-2)
H. Zhou, H. Xiong, C. Li, W. Jiang, K. Lu, N. Chen,Yun Liu*. Single image dehazing based on weighted variational regularized model. IEICE Transactions on Information and Systems, 2021, E104-D(7): 961-969. (JCR-4, Corresponding author)