What I live for
Three passions, simple but overwhelmingly strong, have governed my life: the longing for love, the search for knowledge, and unbearable pity for the suffering of mankind.
Bertrand Russell
Biography
I am a PhD student at AQUA lab at École polytechnique fédérale de Lausanne. I am going to marry deep learing methods with SPAD iamge sensor/processor.
I love photography, reading and travel.
Interests
- Artificial Intelligence
- Deep Learning
- Bioinformatics
Education
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Ph.D. in Computational and Quantitative Biology, in progress
École polytechnique fédérale de Lausanne
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B.Eng. in Automation, 2020
Shanghai Jiao Tong University
Experience
Research Intern
Work on subcellular location prediction of long non-coding RNAs. We employ some new deep learning method such as BERT and Transformer to design an end-to-end subcellular location classifier for lncRNAs, and try to find some undiscovered features through the interpretation of our neural networks. Advisor Dr. Hong-Bin Shen and Dr. Xiaoyong Pan.
Research Intern
Collabrated with Dr. Dapeng Wu, working on natural language processing. We improved Tree-LSTM to design a more powerful question-answering system based on similarity principle between parsing tree and parsing tree.
Research Intern
Focused on image processing, especially medical image processing. Contributed in a software which aims to obtain the karayotype from microscopic chromosome images. AdvisorDr. Jie Yang
Projects
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Publications
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