I am Yunfan Lu, a final-year Ph.D. student at HKUST (gz), supervised by Prof. Hui Xiong, and collaborating closely with Prof. Yusheng Wang at the University of Tokyo. My research centers on event-based vision and computational imaging, with a focus on challenges, e.g., HDR, low-light enhancement, deblurring, frame interpolation, rolling shutter correction, and super-resolution. My long-term objective is to develop imaging systems for robots that emulate the agility of biological vision by designing an integrated approach that includes optical structures, sensor technology, and advanced imaging algorithms.
I earned my master’s degree from the University of Chinese Academy of Sciences under the supervision of Prof. Jun Xiao, where I received the China National Scholarship (top 0.8%). I was also a visiting student at INRIA, Paris. During my bachelor’s at NUST, I was awarded a Silver Medal in the ACM/ICPC Asia Regional Contest. In industry, I gained experience at DJI under Dr. Menglong Zhu and at HONOR, working with Dr. Ye Gao, focusing on computational photography for mobile devices. My passion for imaging technology has driven my work across both academia and industry.
As I enter my final Ph.D. year in 2025, I seek visiting student opportunities and plan to pursue a postdoc in 2026.
Feel free to reach out for discussions and collaborations. Email: ylu066@connect.hkust-gz.edu.cn.
🔥 News
- 2025.03: 🎉🎉 One paper accepted at CVPR 2025!
- 2025.01: 🎉🎉 One paper accepted at ICLR 2025!
- 2024.06: 📰 I was interviewed by China Daily about computational imaging with event cameras. Read the article
- 2024: 🎉🎉 Two papers published at ECCV 2024!
- 2024: 🎉🎉 Two papers published at CVPR 2024, including one Oral 🎤!
- 2023: 🎉🎉 One Paper published at CVPR 2023!
- 2022: 🎉🎉 One Paper published at ECCV 2022!
🌟 Public Service
- I have served as a reviewer for TPAMI, IJCV, TMM, CVPR, ICCV, ECCV, NIPS, ICLR, and ICASSP.
📝 Publications
Event Camera Demosaicing via Swin Transformer and Pixel-focus Loss
Yunfan LU, Yijie Xu, Wenzong MA, Weiyu Guo, Hui Xiong
Key Words: Event Camera Demosaicing, RAW domain
Three-Dimensional Model of the Moon with Semantic Information of Craters Based on Chang’e Data
Yunfan Lu, Yifan Hu, Jun Xiao, Lupeng Liu, Long Zhang, Ying Wang
Key Words: Chang E Dataset, 3D model of the Moon, Crater Information
📑 Underviewed Papers
Self-supervised Learning of Event-guided Video Frame Interpolation for Rolling Shutter Frames
Yunfan Lu, Guoqiang Liang, Lin Wang
Key Words: Rolling Shutter Correction, Event-guided Video Frame Interpolation
Vetaverse: Technologies, applications, and visions toward the intersection of metaverse, vehicles, and transportation systems
Pengyuan Zhou, Jinjing Zhu, Yiting Wang, Yunfan Lu, Zixiang Wei, Haolin Shi, Yuchen Ding, Yu Gao, Qinglong Huang, Yan Shi, Ahmad Alhilal, Lik-Hang Lee, Tristan Braud, Pan Hui
Key Words: Vehicular-Metaverse, Intelligent Transportation Systems, Immersive infotainment
🎖 Honors and Awards
- 2019 Scholarship of Summer School by INRIA and Institut Français.
- 2018 China National Scholarship. (Top 0.8%).
- 2017 Silver Medal, The ACM-ICPC Asia Regional Contest 2017 Beijing Site (rank: 34/168).
- 2017 Bronze Medal, The CCF-CCPC China Contest 2017 Qianhuangdao Site (rank: 51/276).
💻 Work Experience
- 2023.09 - 2024.12, HKUST (gz), Teaching Assistant for courses Data Mining (taught by Prof. Xiong) and Autonomous AI (taught by Prof. Junwei Liang).
- 2021.04 - 2022.01, HONOR, Senior Algorithm Engineer in Beijing, China, Sensor and Algorithm Solutions Department, led by Dr. Ye Gao.
- 2020.07 - 2021.04, DJI, Algorithm Engineer in Shenzhen, China, Machine Learning Department, led by Dr. Menglong Zhu.
- 2019.05 - 2020.02, Tencent, Multimedia Laboratory, Research Intern in Beijing, China, led by Dr. Shan Liu.