Hi, I am Hailong Yan (δΈ₯ζ΅·ιΎ), currently pursuing my Masterβs degree in the School of Information and Communication Engineering (SICE) at the University of Electronic Science and Technology of China (UESTC), supervised by Prof. Le Zhang.
My current research focuses on Image/Video Generation and Efficient Low-Level Vision. If you share similar research interests or are open to potential collaborations, please feel free to reach out!
π₯ News
- 2026.04: Β ππ MobileIE was awarded the Runner-Up in the MAI Learned Smartphone ISP Challenge @ CVPR 2026.
- 2025.11: Β ππ One paper is accepted to IEEE Transactions on Artificial Intelligence.
- 2025.11: Β ππ I am honored to receive the Xiaomi Special Scholarship and UESTC First-Class Academic Scholarship.
- 2025.07: Β ππ Two papers are accepted to Expert Systems With Applications, Measurement.
- 2025.06: Β ππ One paper is accepted to ICCV 2025.
- 2025.03: Β ππ I co-organized the NTIRE 2025 Low-Light Image Enhancement Challenge @ CVPR 2025.
π Publications
- AnimeAgent: Is the Multi-Agent via Image-to-Video models a Good Disney Storytelling Artist?, Hailong Yan, Shice Liu, Tao Wang, Xiangtao Zhang, Yijie Zhong, Jinwei Chen, Le Zhang, Bo Li. In Submission, 2026, Code
- MorphSIG: Subject-Driven Image Generation via Decoupled Anchoring and Feature Transport, Hailong Yan, Yongrui Zhang, Xiangtao Zhang, Le Zhang. In Submission, 2026, Code
- Revisiting Lightweight Low-Light Image Enhancement: From a YUV Color Space Perspective, Hailong Yan, Shice Liu, Xiangtao Zhang, Lujian Yao, Fengxiang Yang, Jinwei Chen, Bo Li. In Submission, 2026, Code, WeChat Report
- MobileIE: An Extremely Lightweight and Effective ConvNet for Real-Time Image Enhancement on Mobile Devices, Hailong Yan, Ao Li, Xiangtao Zhang, Zhe Liu, Zenglin Shi, Ce Zhu, Le Zhang. ICCV 2025, Code, WeChat Report
- IGDNet: Zero-Shot Robust Underexposed Image Enhancement via Illumination-Guided and Denoising, Hailong Yan, Junjian Huang, Tingwen Huang. IEEE T-AI 2025, Code, WeChat Report
- Towards Lightest Low-Light Image Enhancement Architecture for Mobile Devices, Guangrui Bai*, Hailong Yan*, Wenhai Liu, Yahui Deng, Erbao Dong. ESWA 2025, Code
- MPFormer: Multimodal Prior-Folding Transformer for Efficient Underwater Image Enhancement, Leshen Zhang, Boyi Zhao, Yongrui Zhang, Xiangtao Zhang, Hailong Yan. In Submission, 2026, Code
- NTIRE 2025 Challenge on Low Light Image Enhancement: Methods and Results, Xiaoning Liu, Zongwei Wu, Florin-Alexandru Vasluianu, Hailong Yan, Bin Ren, Yulun Zhang, Shuhang Gu, Le Zhang, Ce Zhu, Radu Timofte. CVPRW 2025
* Equal contribution
Educations
- 2024.09 - 2027.06, M.S. University of Electronic Science and Technology of China, Chengdu, China.
- 2020.09 - 2024.06, B.S. Southwest University, Chongqing, China.
Experience
- 2025.07 - 2026.03, Research Intern, vivo BlueImage Lab, Shanghai, China.
Academic Services
- Journals: T-PAMI, T-IP, T-NNLS
- Conferences: CVPR, NeurIPS, AAAI