Jiangwei Weng

About Me

I am currently a Ph.D. student at PCALab, Nanjing University of Science and Technology, supervised by Prof. Jun Li. I obtained my M.S. degree in Computer Science in 2021 from Huzhou University, advised by Prof. Yunliang Jiang.

My research focuses on low-level vision, including image and video enhancement, and 3D reconstruction for real-world applications.

Previously, I worked on fuzzy systems and interpretable modeling for epileptic EEG recognition.

Contact✉️ wengjiangwei@njust.edu.cn💬 WeChat: W347314873

Open to research collaborations and industry partnerships.

Low-level VisionImage & Video Enhancement3D Reconstruction

News & Events

  • 📝 Invited to review for AAAI and ICLR.
  • 📝 Invited to review for TCSVT and TMM.
  • 🎉 Congratulations, Wenxuan! Our UAV dehazing work is now a preprint on arXiv.
  • 📝 Invited to review for ECCV and ACM MM.
  • 🎉 Congratulations, Y. Zheng! DVDPEC published in IEEE TCSVT (CAS Q1, CCF B).
  • 🎉 Congratulations, Wenxuan! WeatherCycle published in IEEE TCSVT (CAS Q1, CCF B).
  • 📝 Invited to review for CVPR.
  • 🎉 Congratulations, Wenxuan! Our adverse-weather restoration work is now a preprint on arXiv.
  • 🎉 Congratulations, W. Yu! AIE-Net appeared at the 2025 China Automation Congress (CCF C).
  • 🎉 MixASNet published in IEEE T-ITS (CAS Q2, CCF B).
  • 🎉 Congratulations, Wenxuan! SGDN was accepted by AAAI 2025 (CCF A).
  • 🎉 MambaLLIE published at NeurIPS 2024 (CCF A).
  • 🎉 Congratulations, Junkai! DVD published at CVPR 2024 (CCF A).

Experience

MAR 2023 — PRESENT

Ph.D. Student Current

PCALab · Nanjing University of Science and Technology

Advisor: Prof. Jun Li

Publications

Google Scholar ↗DBLP ↗

Filter by year

Showing all 10 publications.

arXiv2026

Towards UAV Image Dehazing: A UAV Atmospheric Scattering Model, Benchmark, and Geometry-Aware Deep Unfolding Network

W. Fang, Jiangwei Weng, Y. Zheng, J. Fan, G. Wang, X. Chen, J. Yang, J. Li

arXiv:2606.16392, 2026 · Preprint · CCF/CAS: N/A

Paper ↗
IEEE TCSVT2026

DVDPEC: Driving-Video Dehazing via Position Embedding-based Codebook

Y. Zheng, W. Fang, X. Hu, J. Fan, Jiangwei Weng, J. Li, K. Zhang, J. Yang

IEEE Transactions on Circuits and Systems for Video Technology, 2026 · CAS Q1 · CCF B

Paper ↗
IEEE TCSVT2026

WeatherCycle: Unpaired Multi-weather Restoration via Color Space Decoupled Cycle Learning

W. Fang, Jiangwei Weng, J. Qian, J. Yang, J. Li

IEEE Transactions on Circuits and Systems for Video Technology, 2026 · CAS Q1 · CCF B

Paper ↗
CAC2025

AIE-Net: Adaptive Illumination Estimation for Low-Light Image Enhancement in HVI Color Space

W. Yu, Jiangwei Weng, J. Li

2025 China Automation Congress (CAC), pp. 7595?7600 · CCF C

Paper ↗
arXiv2025

When Color-space Decoupling Meets Diffusion for Adverse-weather Image Restoration

W. Fang, J. Fan, C. Wang, X. Hu, Jiangwei Weng, Y. Tai, J. Yang, J. Li

arXiv:2509.17024, 2025 · Preprint · CCF/CAS: N/A

Paper ↗
IEEE T-ITS2025.03

Daytime-mixed non-aligned learning for real nighttime image enhancement

Jiangwei Weng, Junkai Fan, Jianjun Qian, Haiyang Zou, Ying Tai, Jian Yang, Jun Li

IEEE Transactions on Intelligent Transportation Systems (IEEE T-ITS), 2025 · CAS Q2 · CCF B

Paper ↗
AAAI2025.02

Guided real image dehazing using ycbcr color space

Wenxuan Fang, Junkai Fan, Yu Zheng, Jiangwei Weng, Ying Tai, Jun Li

AAAI, 2025 · CCF A

Paper ↗Project ↗Code ↗
NeurIPS2024.12

MambaLLIE: Implicit Retinex-Aware Low Light Enhancement with Global-then-Local State Space

Jiangwei Weng, Zhiqiang Yan, Ying Tai, Jianjun Qian, Jian Yang, Jun Li

NeurIPS, 2024 · CCF A

Paper ↗Project ↗Code ↗
CVPR2024.06

Driving-Video Dehazing with Non-Aligned Regularization for Safety Assistance

Junkai Fan, Jiangwei Weng, Kun Wang, Yijun Yang, Jianjun Qian, Jun Li, Jian Yang

CVPR, 2024 · CCF A

Paper ↗Project ↗
IEEE TFS2022

A CNN-Based Born-Again TSK Fuzzy Classifier Integrating Soft Label Information and Knowledge Distillation

Yunliang Jiang, Jiangwei Weng, Xiongtao Zhang, Zhen Yang, Wenjun Hu

IEEE Transactions on Fuzzy Systems (IEEE TFS), 2022 · CAS Q2 · CCF B

Paper ↗

Awards

2018

Zhejiang Provincial
Government Scholarship

Scholarship of Zhejiang Provincial Government

Academic service

Conference & Journal Reviewer

  • CVPR
  • ICCV
  • ECCV
  • AAAI
  • ICLR
  • ACM MM
  • TMM
  • TCSVT
  • NeurIPS
  • TFS