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Survey

• A Comprehensive Survey and Taxonomy on Single Image Dehazing Based on Deep Learning.
  J. Gui, X. Cong, Y. Cao, W. Ren, J. Zhang, J. Zhang, J. Cao, D. Tao
  ACM Computing Surveys, vol. 55, no. 13s, article 279, pp. 1-37, 2023. [Code]
  Paper: arxiv , 中文版,第40页开始(Chinese version) , Conference version: IJCAI 2021

• A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications.
  J. Gui, Z. Sun, Y. Wen, D. Tao, J. Ye
  IEEE Transactions on Knowledge and Data Engineering, vol. 35, no. 4, pp. 3313-3332, 2023.
  Paper: IEEE main paper (pdf), IEEE supplementary material (pdf), IEEE main paper, IEEE supplementary material, arxiv
  Slide: Slide
  Video: Video (讲解视频), VALSE 短教程 第08期
  News: Zhuanzhi, 机器之心

• A Comprehensive Survey on Image Dehazing Based on Deep Learning. [Code]
  J. Gui, X. Cong, Y. Cao*, W. Ren, J. Zhang, J. Zhang, D. Tao
  International Joint Conference on Artificial Intelligence (IJCAI), 2021.
  Paper: arxiv, (Chinese version)中文版,第40页开始, IJCAI 2021

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Journal

• Brightness-aware Synthetic-to-Real Learning for Nighttime Hazy Image Enhancement.
  J. Gui#, X. Cong#, Y. Zhang, J. Hou, D. Tao.
  IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), accepted. [Code], [arxiv ]
  

• Efficient Diffusion-Based 3D Human Pose Estimation with Hierarchical Temporal Pruning
  Y. Bi, H. Wang, X. Shi, Z. Gui, J. Gui*, Y. Tang
  IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), accepted.
  

• No Place to Hide: Dual Deep Interaction Channel Network for Fake News Detection With Data Augmentation
  B. Cao, J. Cao*, L. Hua, X. Guan, B. Liu, C. He, J. Gui*, J. Kwok
  IEEE Transactions on Computational Social Systems, vol. 12, no. 6, pp. 4013-4024, 2025.
  

• Response Generation in Social Network with Topic and Emotion Constraints
  B. Cao, J. Cao*, B. Liu, J. Gui*, J. Zhou, Y. Tang, J. Kwok
  IEEE Transactions on Computational Social Systems, vol. 11, no. 5, pp. 6592-6604, 2024.

• Illumination Controllable Dehazing Network based on Unsupervised Retinex Embedding
  J. Gui, X. Cong, L. He, Y. Tang, J. Kwok
  IEEE Transactions on Multimedia, vol. 26, pp. 4819-4830, 2024. [Code]

• AlignVE: Visual Entailment Recognition Based on Alignment Relations
  B. Cao, J. Cao*, J. Gui*, J. Shen, B. Liu, L. He, Y. Tang, J. Kwok
  IEEE Transactions on Multimedia, vol. 25, pp. 7378-7387, 2023.

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Conference

• Attribution as Retrieval: Model-Agnostic AI-Generated Image Attribution.
  H. Wang, R. Cheng, C. Han, J. Gui*
  Conference on Computer Vision and Pattern Recognition (CVPR), 2026.
  

• Property-Informed Diffusion-Based Text-to-Microstructure Generation.
  B. Dai, H. Wang*, J. Gui*
  Conference on Computer Vision and Pattern Recognition (CVPR), 2026.
  

• SDUIE: Semi-Supervised Diffusion for Underwater Image Enhancement with Quant-Text Dual Control.
  X. Cong, Y. Zhang, H. Shen, Y. Jin, J. Hou, J. Gui*
  Conference on Computer Vision and Pattern Recognition (CVPR), 2026.
  

• FingerVeinSyn-5M: A Million-Scale Dataset and Benchmark for Finger Vein Recognition.
  Y. Wang, J. Gui*, B. Yu, Q. Li, Z. Sun, J. Kannala, G. Zhao.
  ACM Multimedia (ACM MM), 2025. [Code and Data]
  Paper: arxiv
  中文介绍:手部识别研究笔记【论文速递-第十五期】
  

• LOTA: Bit-Planes Guided AI-Generated Image Detection.
  H. Wang*, R. Cheng, Y. Zhang, C. Han, J. Gui*.
  International Conference on Computer Vision (ICCV), 2025.

• Dual Conditioned Motion Diffusion for Pose-Based Video Anomaly Detection.
  H. Wang, A. Xu, P. Ding, J. Gui*.
  AAAI Conference on Artificial Intelligence (AAAI), 2025. [Code]
  

• External Reliable Information-enhanced Multimodal Contrastive Learning for Fake News Detection.
  B. Cao, Q. Wu, J. Cao*, B. Liu, J. Gui*.
  AAAI Conference on Artificial Intelligence (AAAI), 2025.[Code and Data]
  

• A Semi-supervised Nighttime Dehazing Baseline with Spatial-Frequency Aware and Realistic Brightness Constraint.
  X. Cong, J. Gui*, J. Zhang, J. Hou, H. Shen.
  Conference on Computer Vision and Pattern Recognition (CVPR), pp. 2631-2640, 2024. [Code], [arxiv ]
  

• Underwater Organism Color Fine-tuning via Decomposition and Guidance.
  X. Cong, J. Gui*, J. Hou.
  AAAI Conference on Artificial Intelligence (AAAI), pp. 1389-1398, 2024. [Code]

• Discrete Haze Level Dehazing Network.
  X. Cong, J. Gui*, K. Miao. J. Zhang*, B. Wang, P. Chen.
  ACM Multimedia (ACM MM), 2020.