Chao Liu(刘 超)

Ph.D. candidate, Fudan University

About Me

I am currently a Ph.D candidate with VIP Lab, Academy for Engineering and Technology, the State Key Laboratory of ASIC and System, Fudan University, mentored by Prof. Xiaoyang Zeng , Prof. Yibo Fan at Fudan University , and Dr. Heming Sun at Waseda University. My research interests include traditional and learned image/video compression, which is the cornerstone of multimedia technology in the 5G era.

Experience
  • Sep 2018 - now, Ph.D. candidate, Circuit and System, Fudan University.
  • Jan 2016 - Jul 2016, Exchange student, Electrical Engineering, Zhejiang University.
  • Sep 2014 - Jul 2018, Bachelor, Electrical Engineering, Harbin Institute of Technology.
  • Publications
  • Chao Liu, Heming Sun, Jiro Katto, Xiaoyang Zeng and Yibo Fan. "Learned Video Compression with Residual Prediction and Loop Filter", arXiv preprint arXiv:2108.08551, 2021 (accepted by ICIP2022).[PDF]
  • Chao Liu, Heming Sun, Jiro Katto, Xiaoyang Zeng and Yibo Fan. "QA-Filter: A QP-Adaptive Convolutional Neural Network Filter for Video Coding", in IEEE Transactions on Image Processing, vol. 31, pp. 3032-3045, 2022, doi: 10.1109/TIP.2022.3152627.[PDF]
  • Chao Liu, Heming Sun, Jiro Katto, Xiaoyang Zeng and Yibo Fan. "An Efficient Low-Complexity Convolutional Neural Network Filter", in IEEE MultiMedia, doi: 10.1109/MMUL.2022.3159372.[PDF]
  • Aorui Gou, Chao Liu, Heming Sun, Xiaoyang Zeng, and Yibo Fan. "A-A KD: Attention and Activation Knowledge Distillation", 2021 IEEE Seventh International Conference on Multimedia Big Data (BigMM), 2021, pp. 57-60, doi: 10.1109/BigMM52142.2021.00016.[PDF]
  • Chao Liu, Heming Sun, Jiro Katto, Xiaoyang Zeng and Yibo Fan. "A QP-adaptive Mechanism for CNN-based Filter in Video Coding", arXiv preprint arXiv:2010.13059, 2020 (accepted by ISCAS2022).[PDF]
  • Zhao Zan, Chao Liu, Heming Sun, Xiaoyang Zeng, and Yibo Fan. "Learned Image Compression with Separate Hyperprior Decoders", IEEE Open Journal of Circuits and Systems, Volume:2, Page(s): 627 - 632, 22 November 2021.[PDF]
  • Heming Sun, Chao Liu, Jiro Katto and Yibo Fan. "An Image Compression Framework with Learning-based Filter", Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Workshop, 2020. [PDF]
  • Chao Liu, Heming Sun, Jiro Katto, Xiaoyang Zeng and Yibo Fan. "A Learning-Based Low Complexity In-loop Filter for Video Coding", Proc. IEEE International Conference on Multimedia and Expo (ICME), Workshop, 2020. [PDF]
  • Chao Liu, Heming Sun, Junan Chen, Zhengxue Cheng, Masaru Takeuchi, Jiro Katto, Xiaoyang Zeng, and Yibo Fan. "Dual learning-based video coding with inception dense blocks", Proc. Picture Coding Symposium (PCS), 2019. [PDF]
  • Awards
  • Winning Award for "Malanshan Cup" International Audio and Video Algorithm Optimization Competition (8/315), 2020.
  • Silver Award of Picture Coding Symposium (PCS) Grand Challenge, 2019.
  • First Prize & Huawei Special Award of National Post-Graduate Mathematical Contest in Modeling (10/781), 2019.
  • Group Bronze Award, National Sudoku Challenge for College Students, 2017.
  • First Prize in Heilongjiang Division in National Undergraduate Electronics Design Contest, 2017.
  • Second Prize of COMAP's Mathematical Contest in Modeling (MCM), 2017.
  • Second Prize in Heilongjiang Division in National University Mathematical Modeling Competition, 2016.
  • Third Prize of TI Cup Undergraduate Electronics Design Contest, 2016.
  • First Prize of Freshman Year Project, 2015.
  • Graduate Student Scholarship, 2019, 2020, 2021.
  • People Scholarship, 2015, 2016.
  • UHV Scholarship (2%), 2015.
  • Activities
  • Rank 2-ed (PSNR index) and 6-th (Subjective Quality index) for CVPR Challenge on Learned Image Compression (CLIC-2020), entry: VIP-ICT-Codec
  • Reviewer for PCS, VCIP, IEEE ACCESS.
  • Teaching Assistant (TA) for Signals and Systems, Fudan University.
  • Skills
  • Programming: Python, C/C++.
  • Software/Toolbox: MATLAB, Keras/Tensorflow, Pytorch.
  • Tools: Git, Latex, FFmpeg, Cmake/gcc, Anaconda, Docker.
  • Life
  • Enjoy learning and thinking, which makes me keep improving.
  • Love music, sometimes practice singing and playing guitar.
  • Like fitness and hiphop-style dancing, although I'm not good at it.
  • Like playing board games with my friends, which makes me relaxed.