About Me

I am a joint Ph.D. student at the College of Optical Science and Engineering, Zhejiang University and Shanghai AI Laboratory. I passed the master’s-to-doctoral assessment at Zhejiang University in 2022 and received support from the first cohort of the Pujiang National Laboratory Joint Training Ph.D. Program (2022-2025). My research is conducted under the supervision of Dr. Yueting Chen and co-supervision of Prof. Tianfan Xue. Prior to joining the Pujiang National Laboratory program, I pursued my Master of Science degree under the guidance of Prof. Huajun Feng at Zhejiang University (2020-2022).

I completed my undergraduate studies at Central South University (2016-2020), where I received the National Scholarship and was recognized as an Outstanding Graduate of Hunan Province.

I have collaborated closely with Shi Guo, Zhihai Xu, Jinwei Gu, Xuelong Li, Qi Li, and Bin Zhao.

Research Interests

My research interests focus on interdisciplinary areas related to “AI for Imaging”, including:

• Artificial Intelligence
• Optics
• Graphics
• Computer Vision
• Remote Sensing

I aim to integrate these disciplines to develop innovative imaging technologies and applications.

News

Publications

From Sim-to-Real: Toward General Event-based Low-light Frame Interpolation with Per-scene Optimization Ziran Zhang*, Yongrui Ma*, Yueting Chen, Feng Zhang, Jinwei Gu, Tianfan Xue, Shi Guo SIGGRAPH Asia 2024 [ Paper | Preprint | BibTex | Code ]

Deep Linear Array Pushbroom Image Restoration: A Degradation Pipeline and Jitter-Aware Restoration Network Zida Chen, Ziran Zhang*, Haoying Li, Menghao Li, Yueting Chen, Qi Li, Huajun Feng, Zhihai Xu, Shiqi Chen AAAI 2024 [ Paper | BibTex | Code ]

ASF-Transformer: neutralizing the impact of atmospheric turbulence on optical imaging through alternating learning in the spatial and frequency domains Ziran Zhang, Bin Zhao, Yueting Chen, Zhigang Wang, Dong Wang, Jiawei Sun, Jie Zhang, Zhihai Xu, Xuelong Li Optics Express 2023 [ Paper | BibTex | Code ]

Imaging Simulation and Learning-based Image Restoration for Remote Sensing Time Delay and Integration Cameras Menghao Li, Ziran Zhang, Shiqi Chen, Zhihai Xu, Qi Li, Huajun Feng, Yueting Chen IEEE Transactions on Geoscience and Remote Sensing 2023 [ Paper | BibTex ]

Real-world deep local motion deblurring Haoying Li, Ziran Zhang*, Tingting Jiang, Peng Luo, Huajun Feng, Zhihai Xu AAAI 2023 [ Paper | Preprint | BibTex | Project page | Code ]

Deep learning-based image reconstruction for photonic integrated interferometric imaging Ziran Zhang, Haoying Li, Guomian Lv, Hao Zhou, Huajun Feng, Zhihai Xu, Qi Li, Tingting Jiang, Yueting Chen Optics Express 2022 [ Paper | BibTex | Code ]

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