Biography
2015.7 Bachelor's degree at Food Science and Engineering, Nanchang University
2021.3 Master's degree at Bioengineering, Shanghai Jiao Tong University
Research Interest
Deep learning, Representation learning, Unsupervised domain adaptation, Dataset distillation , etc.
Publications
Journal:
[3] Shuo Xu, Yawen Zou, Liyun Ji, Muhammad Bilal, and Hairong Cheng. "Synthesis of Trehalose by the Erythritol-Producing Yeast Yarrowia lipolytica Co-Displaying Maltooligosyltrehalose Synthase and Maltooligosyltrehalose Trehalohydrolase." ACS Sustainable Chemistry & Engineering 12, no. 10 (2024): 4041-4050. [pdf]
[2] Xiangyu Yang, Xuankai Wang, Yawen Zou, Shilong Zhang, Manying Xia, Lianting Fu, Mitchell R. Vollger et al. "Characterization of large-scale genomic differences in the first complete human genome." Genome biology 24, no. 1 (2023): 157. [pdf]
[1] Nan Wang, Ping Chi, Yawen Zou, Yirong Xu, Shuo Xu, Muhammad Bilal, Patrick Fickers, and Hairong Cheng. "Metabolic engineering of Yarrowia lipolytica for thermoresistance and enhanced erythritol productivity." Biotechnology for biofuels 13 (2020): 1-20. [pdf]
International Conference:
[2] Wenqi Cai, Jun Yu, Yawen Zou, Chao Zhang, Improving the Explainability of Neural Network by Downstream Post-Optimization, 15th International Conference on Quality Control by Artificial Vision (QCAV2025), accepted, 2025
[1] Yawen Zou, Chunzhi Gu, Zi Wang, Guang Li, Jun Yu, Chao Zhang, Handling Class Imbalance in Black-Box Unsupervised Domain Adaptation with Synthetic Minority Over-Sampling, IEEE International Conference on Visual Communications and Image Processing (VCIP), 2024
Domestic Conference:
[1] Hiroto Nakata, Yawen Zou, Jun Yu, Chao Zhang, Logical Anomaly Detection using Natural Language Processing, Dynamic Image processing for real Application (DIA2025), accepted, Tsuruga, Japan, 2025.
Preprint:
[1] Yawen Zou, Chunzhi Gu, Jun Yu, Shangce Gao, and Chao Zhang. "Incremental Pseudo-Labeling for Black-Box Unsupervised Domain Adaptation." arXiv preprint arXiv:2405.16437 (2024). [arXiv]