I am currently a third year Ph.D. student in Department of Computer Science & Engineering, Texas A&M University, advised by Dr. Shuiwang Ji. My research interests include machine learning, deep learning, computational biology, etc. More specific topics include unsupervised/self-supervised learning, augmentated microscopy, attention-based mechanisms and graph neural networks.
- Ph.D., Computer Science, Texas A&M University, 2018 - Present
- B.S., Statistics, University of Science and Technology of China (School of the Gifted Young), 2014 - 2018
Publications ( Google Scholar )
- Yaochen Xie, Zhengyang Wang, and Shuiwang Ji, "Noise2Same: Optimizing A Self-Supervised Bound for Image Denoising." The 34th Annual Conference on Neural Information Processing Systems (NeurIPS), x-x, 2020. [Paper] [Code]
- Xiang-Yang Li, Huiqi Liu, Lan Zhang, Zhenan Wu, Yaochen Xie, Ge Chen, Chunxiao Wan, and Zhongwei Liang, "Finding the Stars in the Fireworks: Deep Understanding of Motion Sensor Fingerprint." IEEE/ACM Transactions on Networking 27, no. 5 (2019): 1945-1958.
- Huiqi Liu, Xiang-Yang Li, Lan Zhang, Yaochen Xie, Zhenan Wu, Qian Dai, Chen Ge, Chunxiao Wan, "Finding the Stars in the Fireworks: Deep Understanding of Motion Sensor Fingerprint." IEEE INFOCOM 2018.
- Congbo Song, Lin Wu, Yaochen Xie, Jianjun He, Xi Chen, Ting Wang, Yingchao Lin, Taosheng Jin, Anxu Wang, Yan Liu, Qili Dai, Baoshuang Liu, Ya-nan Wang, Hongjun Mao, "Air Pollution in China: Status and Spatiotemporal variations." Environmental Pollution 2017.
- Jianjun He, Ye Yu, Yaochen Xie, Hongjun Mao, Lin Wu, Na Liu, Suping Zhao, "Numerical Model-Based Artificial Neural Network and Its Application for Quantifying Impact Factors of Urban Air Quality." Water Air Soil 2016.
Data Integration, Visualization, and Exploration (DIVE) Lab , Texas A&M University, Aug 2018 - Present,
Lab for Intelligent Networking and Knowledge Engineering , USTC, Oct 2016 - May 2018,
Research Intern, Accenture Labs (Beijing), Jun 2017 - Aug 2017
Center for Urban Transport Emission Research, Nankai University, Mar 2016 - Aug 2016,
Get In Touch
Feel free to contact with me via email .