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Publications / Teaching & Service / Awards / 中文主页 /

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I am a tenure-track assistant professor of Wangxuan Institute of Computer Technology (WICT) at Peking University (PKU). I am also part of the larger Video Information Processing (VIP) group at WICT. Previously, I was a visiting scholar at New York University (NYU), with Prof. Yao Wang. I worked as Boya Postdoctoral Research Fellow at School of Computer Science (SCS) , Peking University with Prof. Wen Gao. I received my PhD from the School of EECS at Peking University in 2020, where I was advised by Prof. Siwei Ma and worked in the National Engineering Research Center of Visual Technology of PKU. Before that, I was an undergraduate student from the School of Computer Science at Beijing University of Posts and Telecommunications (BUPT).

Research

I have broad interests in intelligent video compression (in particular, deep learning based video coding), see my CV. My research topics are three-folds:

• Developing effective and fundamental methods for video coding and processing, and their potentials for standardization.
• Exploring the intersection between data-trained models and emerging technology in image/video codecs.
• Building practical systems including video encoding/decoding, delivery/streaming and processing for both human and machine utility. I am also excited about building energy-efficient visual information interaction systems to real-world scenarios.

I also have been an active participants of two communities: IEEE 1857.11 standard for neural network based image compression and MPAI EEV for end-to-end video coding.

Education / Experience

• 2015-2020: Ph.D. in Computer Application Technology, PKU
• 2011-2015: B.Eng in Computer Science and Technology, BUPT

• 2020/07-2022/09: Post-doctoral research fellow at SCS of PKU, China
• 2019/03-2019/12: Research intern at Peng Cheng Laboratory, China
• 2017/12-2018/12: Visiting scholar at NYU, USA

Contact

Prospective students: I am currently recruiting 2-3 interns or self-motivated MS/PhD students on high-dimensional visual signal processing, communication systems. If you are interested in working with me, please feel free to drop me email with your research interest and vita.

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Last update: Jun. 2023. Template from: Danqi Chen