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My name is Joe Huang. I’m currently studying in the graduate school at National Taiwan University (NTU), majoring in Computer Science and Information Engineering (CSIE). I am also admitted to the graduate school of NTU CSIE. Because I am very interested in the research of machine learning, I join Machine Discovery and Social Network Mining Lab, advised by Professor Shou-de Lin. Moreover, I have some internship experiences in the software industry and I’m eager to learn more skills from more powerful companies.

[MSLAB]
- Out-of-distribution Generalization

National Taiwan University

[MSLAB]
- Causal Inference with Machine Learning
- Multi-modal and Feature Disentanglement
- Classifications with Partial Labels

Research Engineer Intern at Yahoo

Bo-Wei, Huang

Yahoo (Verizon Media)

Research Engineer Intern

- Worked on Intl Media Research Team, modeling Topic Name Generation with NLP techniques to automatically entitle multi-document clusters.

- Got involved in the research and deployment of Chinese (TW) Speech Recognition.

KKLab, KKBOX Inc.

Data Science/Machine Learning Intern

- Enhanced the accuracy and flexibility of sentiment analysis with more fine-grained models, providing aspect-based polarity on product reviews.
- Implemented photo’s age and gender estimators and deployed API for inference, trying to label Instagram posts for influencer marketing.

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