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CV - Dian Yu

Dian Yu
Research Scientist at Google Brain
- Mountain View, California
- Github
- Google Scholar
CV
You can download my CV in PDF
Education
- Ph.D in Computer Science, University of California Davis, 2022
- B.S. in Computer Science, New York University, 2017
- B.S. in Finance, New York University, 2017
Research Experience
- Google Brain
- Research Scientist. Aug. 2022 - present
- Google Brain
- Research Intern. June 2021 - Apr. 2022
- Working on dialog research (including schema induction for task-oriented dialog and knowledge-grounded understanding).
- Google AI
- Research Intern. June 2020 - Sept. 2020
- Working on few-shot metric-based representation learning in dialog systems.
- Supervisors: Luheng He and Yuan Zhang
- 2019 Amazon Alexa Prize Challenge
- Research Lead. June 2019 - June 2020
- Improved the NLU pipeline for better understanding ability and implemented knowledge-grounded neural generation model. Resulted in the highest average user rating.
- Uber AI
- Research Scientist Intern. June 2019 - Sept. 2019.
- Working on semantic understanding in embodid environments.
- Supervisors: Chandra Khatri, Alexandros Papangelis, and Gokhan Tur.
- 2018 Amazon Alexa Prize Challenge
- Team Lead. Feb. 2018 - Nov. 2018
- Led the UC Davis team of 12 people. Designed and implemented the entire NLU pipeline. Developed retrieval method for NLG. Improved average user rating by 19%. Results in geting the 1st place.
Service
Reviewer ACL 20-21’ (outstanding reviewer), ACL Rowling Review (ARR), EMNLP 20-21’, AAAI 20’, NeurlPS 20’, COLING 20’, NAACL 19-21’