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
- 2026.10: Β ππ I am honored to receive the National Scholarship and UESTC First-Class Scholarship.
- 2026.09: Β ππ Three papers are accepted to NeurIPS 2026.
- 2026.08: Β ππ I have been invited to be a Reviewer for IEEE Transactions on Image Processing (T-IP).
- 2026.04: Β ππ MobileIE was awarded the Runner-Up in the MAI Learned Smartphone ISP Challenge @ CVPR 2026.
- 2026.03: Β ππ I have been invited to be a Reviewer for IEEE Transactions on Neural Networks and Learning Systems (T-NNLS).
- 2025.12: Β ππ I have been invited to be a Reviewer for IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI).
- 2025.11: Β ππ One paper is accepted to IEEE Transactions on Artificial Intelligence (T-AI).
- 2025.11: Β ππ I am honored to receive the Xiaomi Special Scholarship and UESTC First-Class 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.
- 2024.09: Β ππ I am honored to receive the UESTC First-Class Scholarship.
π Publications
- MorphSIG: Subject-Driven Image Generation via Decoupled Anchoring and Feature Transport, Hailong Yan, Yongrui Zhang, Xiangtao Zhang, Le Zhang. NeurIPS 2026, Code
- 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
- 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
ποΈ Preprints
- 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
- Revisiting Lightweight Low-Light Image Enhancement: From a YUV Color Space Perspective, Hailong Yan, Xiangtao Zhang, Jinwei Chen, Bo Li. In Submission, 2026, Code, WeChat Report
* 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
- 2026.06 - Present, Research Intern, TiMi L1 Studio @ Tencent, China.
- 2025.07 - 2026.03, Research Intern, BlueImage Lab @ vivo, China.
Academic Services
- Journals: T-PAMI, T-IP, T-NNLS
- Conferences: CVPR, NeurIPS, AAAI, ICASSP