Publications

2025

• Real-Scene Image Dehazing via Laplacian Pyramid-based Conditional Diffusion Model
  Yongzhen Wang, Jie Sun, Heng Liu, Xiao-Ping Zhang, and Mingqiang Wei.
  IEEE Transactions on Multimedia (IEEE T-MM), vol. 27, pp. 1-14, 2025.
  [In press] [code]

• 一种融合多尺度与局部特征增强的实时图像去雾算法
  王永振, 曾俊伟, 孙杰, 刘恒.
  计算机辅助设计与图形学学报, pp. 1-11, 2025.
  [paper]

2024

• UCL-Dehaze: Towards Real-world Image Dehazing via Unsupervised Contrastive Learning
  Yongzhen Wang, Xuefeng Yan, Fu Lee Wang, Haoran Xie, Wenhan Yang, Xiao-Ping Zhang, Jing Qin, and Mingqiang Wei.
  IEEE Transactions on Image Processing (IEEE T-IP), vol. 33, pp. 1361-1374, 2024.
  [paper] [arXiv] [code]

• 面向真实战场环境的Transformer-CNN多特征聚合图像去雾算法
  王永振, 童鸣, 燕雪峰, 魏明强.
  兵工学报, vol. 45(4), pp. 1070-1081, 2024.
  [paper]

• Low-FaceNet: Face Recognition-driven Low-light Image Enhancement
  Yihua Fan, Yongzhen Wang, Dong Liang, Yiping Chen, Haoran Xie, Fu Lee Wang, Jonathan Li, and Mingqiang Wei.
  IEEE Transactions on Instrumentation and Measurement (IEEE T-IM), vol. 73, pp. 1-13, 2024.
  [paper] [code]

• RSHazeDiff: A Unified Fourier-aware Diffusion Model for Remote Sensing Image Dehazing
  Jiamei Xiong, Xuefeng Yan, Yongzhen Wang, Wei Zhao, Xiao-Ping Zhang, and Mingqiang Wei.
  IEEE Transactions on Intelligent Transportation Systems (IEEE T-ITS), early access, pp. 1-16, 2024.
  [paper] [code]

• MFFDNet: Single Image Deraining via Dual-Channel Mixed Feature Fusion
  Wenyin Tao, Xuefeng Yan, Yongzhen Wang, and Mingqiang Wei.
  IEEE Transactions on Instrumentation and Measurement (IEEE T-IM), vol. 73, pp. 1-13, 2024.
  [paper]

• An improved sand cat swarm optimization for moving target search by UAV
  Yanbiao Niu, Xuefeng Yan, Yongzhen Wang, and Yanzhao Niu.
  Expert Systems with Applications (ESWA), vol. 238, 122189, 2024.
  [paper]

• 3D real-time dynamic path planning for UAV based on improved interfered fluid dynamical system and artificial neural network
  Yanbiao Niu, Xuefeng Yan, Yongzhen Wang, and Yanzhao Niu.
  Advanced Engineering Informatics (AEI), vol. 59, 102306, 2024.
  [paper]

• Semi-uformer: Semi-supervised uncertainty-aware transformer for image dehazing
  Ming Tong, Xuefeng Yan, Yongzhen Wang, and Mingqiang Wei.
  International Joint Conference on Neural Networks (IJCNN), 1-8, 2024.
  [paper]

• Uncertainty-Driven Multi-scale Feature Fusion Network for Real-Time Image Deraining
  Ming Tong, Xuefeng Yan, and Yongzhen Wang.
  International Conference on Intelligent Computing (ICIC), 74-85, 2024.
  [paper]

• DWTN: deep wavelet transform network for lightweight single image deraining
  Wenyin Tao, Xuefeng Yan, Yongzhen Wang, and Mingqiang Wei.
  Advances in Continuous and Discrete Models (ACDM), vol. 42(2024), 2024.
  [paper]

• Multi-objective sand cat swarm optimization based on adaptive clustering for solving multimodal multi-objective optimization problems
  Yanbiao Niu, Xuefeng Yan, Weiping Zeng, Yongzhen Wang, and Yanzhao Niu.
  Mathematics and Computers in Simulation (MCS), vol. 227, pp. 391-404, 2024.
  [paper]

2023

• USCFormer: Unified Transformer with Semantically Contrastive Learning for Image Dehazing
  Yongzhen Wang, Jiamei Xiong, Xuefeng Yan, and Mingqiang Wei.
  IEEE Transactions on Intelligent Transportation Systems (IEEE T-ITS), vol. 24, no. 10, pp. 11321-11333, 2023.
  [paper] [code]

• Joint Depth Estimation and Mixture of Rain Removal From a Single Image
  Yongzhen Wang, Xuefeng Yan, Yanbiao Niu, Lina Gong, Yanwen Guo, and Mingqiang Wei.
  arXiv preprint arXiv:2303.17766, pp. 1-11, 2023.
  [arxiv]

• ISmallNet: Densely Nested Network with Label Decoupling for Infrared Small Target Detection
  Zhiheng Hu, Yongzhen Wang, Peng Li, Jie Qin, Haoran Xie, and Mingqiang Wei.
  Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 1-5, 2023.
  [paper]

• Three-dimensional UCAV path planning using a novel modified artificial ecosystem optimizer
  Yanbiao Niu, Xuefeng Yan, Yongzhen Wang, and Yanzhao Niu.
  Expert Systems with Applications (ESWA), vol. 217, 119499, 2023.
  [paper]

• Three-dimensional collaborative path planning for multiple UCAVs based on improved artificial ecosystem optimizer and reinforcement learning
  Yanbiao Niu, Xuefeng Yan, Yongzhen Wang, and Yanzhao Niu.
  Knowledge-Based Systems (KBS), vol. 276, 110782, 2023.
  [paper]

• Adaptive Dehazing YOLO for Object Detection
  Kaiwen Zhang, Xuefeng Yan, Yongzhen Wang, and Junchen Qi.
  International Conference on Artificial Neural Networks (ICANN), pp. 14-27, 2023.
  [paper]

• Simulating hybrid SysML models: a model transformation approach under the DEVS framework
  Xinquan Wu, Xuefeng Yan, Xingchan Li, and Yongzhen Wang.
  The Journal of Supercomputing (TJSC), vol. 79, no.2, pp. 2010-2030, 2023.
  [paper]

2022

• Cycle-SNSPGAN: Towards Real-World Image Dehazing via Cycle Spectral Normalized Soft Likelihood Estimation Patch GAN
  Yongzhen Wang, Xuefeng Yan, Donghai Guan, Mingqiang Wei, Yiping Chen, Xiao-Ping Zhang, and Jonathan Li.
  IEEE Transactions on Intelligent Transportation Systems (IEEE T-ITS), vol. 23, no. 11, pp. 20368-20382, 2022.
  [paper] [code]

• Detecting Occluded and Dense Trees in Urban Terrestrial Views with a High-quality Tree Detection Dataset
  Yongzhen Wang, Xuefeng Yan, Hexiang Bao, Yiping Chen, Lina Gong, Mingqiang Wei, and Jonathan Li.
  IEEE Transactions on Geoscience and Remote Sensing (IEEE T-GRS), vol. 60, pp. 1-12, 2022.
  [paper] [code]

• TogetherNet: Bridging Image Restoration and Object Detection Together via Dynamic Enhancement Learning
  Yongzhen Wang, Xuefeng Yan, Kaiwen Zhang, Lina Gong, Haoran Xie, Fu Lee Wang, and Mingqiang Wei.
  Computer Graphics Forum (CGF), vol. 41, no.7, pp. 465-476, 2022.
  [paper] [code]

• Semi-MoreGAN: Semi-supervised Generative Adversarial Network for Mixture of Rain Removal
  Yiyang Shen, Yongzhen Wang, Mingqiang Wei, Honghua Chen, Haoran Xie, Gary Cheng, and Fu Lee Wang.
  Computer Graphics Forum (CGF), vol. 41, no.7, pp. 443-454, 2022.
  [paper] [code]

• Contrastive Semantic-Guided Image Smoothing Network
  Jie Wang, Yongzhen Wang, Yidan Feng, Lina Gong, Xuefeng Yan, Haoran Xie, Fu Lee Wang, and Mingqiang Wei.
  Computer Graphics Forum (CGF), vol. 41, no.7, pp. 335-346, 2022.
  [paper] [code]

• 一种基于语义引导和对比学习的战场图像去烟算法
  熊佳梅, 王永振, 燕雪峰, 魏明强.
  兵工学报, pp. 1-12, 2022.
  [paper]

• 人脸识别任务驱动的低光照图像增强算法
  范益华, 王永振, 燕雪峰, 宫丽娜, 郭延文, 魏明强.
  图学学报, vol. 43, no. 06, pp. 1170-1181, 2022.
  [paper]

• An adaptive neighborhood-based search enhanced artificial ecosystem optimizer for UCAV path planning
  Yanbiao Niu, Xuefeng Yan, Yongzhen Wang, and Yanzhao Niu.
  Expert Systems with Applications (ESWA), vol. 208, 118047, 2022.
  [paper]

• Dynamic opposite learning enhanced artificial ecosystem optimizer for IIR system identification
  Yanbiao Niu, Xuefeng Yan, Yongzhen Wang, and Yanzhao Niu.
  The Journal of Supercomputing (TJSC), vol. 78, no. 11, 13040-13085, 2022.
  [paper]

2021

• Research on GPU parallel algorithm for direct numerical solution of two-dimensional compressible flows
  Yongzhen Wang, Xuefeng Yan, and Jun’an Zhang.
  The Journal of Supercomputing (TJSC), vol. 77, no. 10, pp. 10921-10941, 2021.
  [paper]

PhD Thesis

• Research on Representation Learning for Image Enhancement in Harsh Environment
  Nanjing University of Aeronautics and Astronautics, July, 2023.