Jiangwei Weng

NJUST
China, NanJing 210094

Welcome to Jiangwei Weng (翁江玮)'s Homepage.

I am currently a third-year Ph.D. student at PCALab@NJUST, Nanjing University of Science and Technology, supervised by Prof. Jun Li.

I obtained M.S. degree in Computer Science in 2021 from Huzhou University, advised by Prof. Yunliang Jiang.

My current work focuses on low-level vision (e.g., image/video enhancement) and 3D reconstruction with its applications in real world. In the past, I have focused my reseach topics on fuzzy system and interpretable modeling for the epilepsy EEG recognition.

Experience

Ph.D. Student | PCALab@NJUST, Nanjing University of Science and Technology
Time: Mar 2023 - Present. Advisor: Prof. Jun Li

Publications [Google Scholar] [DBLP]

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
[Paper]

Guided real image dehazing using ycbcr color space
Wenxuan Fang, Junkai Fan, Yu Zheng, Jiangwei Weng, Ying Tai, Jun Li
AAAI, 2025
[Paper] [Project Page] [Code]

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
[Paper] [Project Page] [Code]

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
[Paper] [Project Page]

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
[Paper]

Awards

  • Scholarship of Zhejiang Provincial Government. 2018

Services

  • Conference and Journal Reviewer,
     CVPR, ICCV, ECCV, AAAI, NeurIPS, TFS