Hi, I’m Hu Yuzhang. I am currently pursuing a Master degree at Peking University, advised by Prof. Jiaying Liu. My research interests include video compression and image enhancement. I am also interested in football, cycling, badminton, hiking, mystery novels, geography, and the history of ancient East Asia. You can contact me by mail: yuzhanghu@pku.edu.cn
Education
- Bachelor in Computer Science, EECS, Peking University, 2016-2020.
- Master student in Computer Science, AAIS, Peking University, 2020-2023.
Publication
- Yuzhang Hu, Wenhan Yang, Jiaying Liu, Zongming Guo. “Deep Inter Prediction with Error-Corrected Auto-Regressive Network for Video Coding”, ACM Transactions on Multimedia Computing Communications and Applications (TOMM), March 2022. [pdf]
- Yuzhang Hu, Wenhan Yang, Jiaying Liu, Zongming Guo. “Rain-Prior Injected Knowledge Distillation for Single Image Deraining”, IEEE International Conference on Image Processing (ICIP), Bordeaux, France, Oct. 2022. [pdf]
- Yuzhang Hu, Sifeng Xia, Wenhan Yang, Jiaying Liu. “Memory-Augmented Auto-Regressive Network for Frame Recurrent Inter Prediction”, IEEE International Symposium on Circuits and Systems (ISCAS), Seville, Spain, May 2020. [pdf]
- Yuzhang Hu, Sifeng Xia, Wenhan Yang, Jiaying Liu. “Sensitivity-Aware Bit Allocation for Intermediate Deep Feature Compression”, IEEE International Conference on Visual Communications and Image Processing (VCIP), Macau, China, Dec. 2020. [pdf]
- Yuzhang Hu, Wenhan Yang, Jiaying Liu, Zongming Guo. “Collaborative Spatial-Temporal Distillation for Efficient Video Deraining”, Accepted by IEEE International Conference on Multimedia and Expo (ICME), Brisbane, Australia, July 2023.
- Minghao Liu, Wenhan Yang, Yuzhang Hu, and Jiaying Liu. “Dual Prompt Learning for Continual Rain Removal from Single Images”, Accepted by International Joint Conference on Artificial Intelligence (IJCAI), Macao, China, Aug. 2023.
- Minghao Liu, Jiaxuan Xie, Yuzhang Hu, Wenhan Yang, and Jiaying Liu. “Comprehensive Augmented Domain Adaptation for Image Segmentation Under Rainy Conditions”, Accepted by IEEE International Conference on Multimedia and Expo Workshop (ICMEW), Brisbane, Australia, July 2023.
Experience
- Deployment and Acceleration of Real-Time Super-Reolution Neural-Network on Edge Devices, Internship in Amazon Lab126, Beijing, from 2022.6 to 2022.10.
- Algorithm Engineer of Video Coding and Processing, Full-time Job in Alibaba Cloud, Hangzhou, will start from 2023.7.
Skill
- C++, Python
- PyTorch, TensorFlow
- HEVC, VVC
- Chinese (Mandarin and Shanghainese), English (CET-6), Japanese (JLPT N2)
So that’s all about my research. What I want to show next is how I enjoy the world.
