Welcome to my academic homepage. I am Xu Zhang, a Ph.D. candidate at Wuhan University (WHU) @Sigma advised by Prof. Lefei Zhang and Prof. Bo Du. Before that, I obtained a M.Eng degree from Guangdong University of Technology (GDUT) advised by Dr. Huan Zhang and Prof. Nian Cai. I’m fortunate to work closely with Prof. Weisi Lin from NTU. My research interests include:

• Low-level Vision Perception: All-in-One image restoration, Image/Video quality assessment
• Multimodal learning: Text-to-Image generation, Diffusion model

📱 Contact

• WeChat: ZhangXu_0802
• Email: zhangx0802@whu.edu.cn

🔥 News

• 2025.04: 🎉 One paper accepted by TIP’25!

📝 Publications

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Note: * Equal contribution, # Corresponding authors.

AAAI 2025

Unsupervised Low-light Image Enhancement with Lookup Tables and Diffusion Priors

Yunlong Lin*, Zhenqi Fu*, Kairun Wen, Tian Ye, Sixiang Chen, Ge Meng, Yingying Wang, Yue Huang, Xiaotong Tu, Xinghao Ding.

PDF | Project

CVPR 2025

SnowMaster: Comprehensive Real-world Image Desnowing via MLLM with Multi-Model Feedback Optimization

Jianyu Lai*, Sixiang Chen*, Yunlong Lin, Tian Ye, Yun Liu, Song Fei, Zhaohu Xing, Hongtao Wu, Weiming Wang, Lei Zhu.

PDF | Project

• Track Any Anomalous Object:A Granular Video Anomaly Detection Pipeline. CVPR 2025.
  [paper] [code]
  Yuzhi Huang, Chenxin Li, Haitao Zhang, Zixu Lin, Yunlong Lin, Hengyu Liu, Wuyang Li, Xinyu Liu, Jiechao Gao, Yue Huang, Xinghao Ding, Yixuan Yuan.
• Sp3ctralMamba: Physics-Driven Joint State Space Model for Hyperspectral Image Reconstruction. AAAI 2025 Oral.
  [paper] [code]
  Ge Meng, Jingyan Tu, Jingjia Huang, Yunlong Lin, Yingying Wang, Xiaotong Tu, Yue Huang, Xinghao Ding
• Accelerated Diffusion via High-Low Frequency Decomposition for Pan-sharpening. AAAI 2025 Oral.
  [paper] [code]
  Ge Meng, Jingjia Huang, Jingyan Tu, Yingying Wang, Yunlong Lin, Xiaotong Tu, Yue Huang, Xinghao Ding
• Texture and Structural Distortion Metric based on Dual-Tree Complex Wavelet Transform for DIBR-synthesized Image Quality Assessment. Digital Signal Processing 2025.
  [paper] [code]
  Huan Zhang, Zhijun Xiong, Xu Zhang, Jiangzhong Cao, Yun Zhang
• Enhancing 3D video watching experiences: Tackling compression and 3D warping distortions in synthesized view with perceptual guidance. Expert Systems with Applications 2025.
  [paper] [code]
  Huan Zhang, Xu Zhang, Linwei Zhu, Yun Zhang, Jiangzhong Cao, Wing-Kuen Ling
• Unveiling the underwater world: CLIP perception model-guided underwater image enhancement. Pattern Recognition 2025.
  [paper] [code]
  Jiangzhong Cao, Zekai Zeng, Xu Zhang, Huan Zhang, Chunling Fan, Gangyi Jiang, Weisi Lin
• A deep learning framework for the joint prediction of the SOH and RUL of lithium-ion batteries based on bimodal images. Energy 2024.
  [paper] [code]
  Nian Cai, Xiaoping Que, Xu Zhang, Weiguo Feng, Yinghong Zhou

💬 Academic Service

• Conference Reviewer: ACMMM 2025, ICLR 2024/2025.
• Journal Reviewer: TIP, TNNLS, TCSVT, TMM, TGRS, GRSL.