Scholar
Yuyu Zhang
Google Scholar ID: TIC2ujUAAAAJ
Research Scientist, ByteDance
Citations & Impact
Citations
3,567
H-index
16
i10-index
19
Publications
20
Co-authors
11
list available
Publications
Resume (English only)
Research Experience
- [{'Position': 'Research Scientist', 'Institution': 'ByteDance', 'Location': 'Mountain View, U.S.', 'Time': 'Jun 2021 - present', 'Project': 'Work in Applied Machine Learning (AML) research team'}, {'Position': 'Research Assistant', 'Institution': 'Georgia Institute of Technology', 'Location': 'Atlanta, U.S.', 'Time': 'Jan 2017 - May 2021', 'Project': 'Work in Machine Learning Group, supervised by Prof. Le Song'}, {'Position': 'Applied Scientist Intern', 'Institution': 'Amazon AWS', 'Location': 'Palo Alto, U.S. (virtually)', 'Time': 'May 2020 - Aug 2020', 'Project': 'Work in AI Lab, supervised by Davis Liang and Zhiheng Huang. Lead the project of end-to-end generative model for open-domain question answering.'}, {'Position': 'Research Intern', 'Institution': 'Siemens Corporate Technology', 'Location': 'Princeton, U.S.', 'Time': 'May 2019 - Aug 2019', 'Project': 'Work in Product Modeling and Simulation Group, supervised by Arun Ramamurthy. Lead the project of logic rule induction on knowledge graph.'}, {'Position': 'Research Intern', 'Institution': 'Google', 'Location': 'Mountain View, U.S.', 'Time': 'May 2017 - Aug 2017', 'Project': 'Work in Google Brain, supervised by Xin Pan. Lead the project of question answering with knowledge graph.'}, {'Position': 'Research Assistant', 'Institution': 'Georgia Institute of Technology', 'Location': 'Atlanta, U.S.', 'Time': 'Sep 2015 - Dec 2016', 'Project': 'Work in SunLab, supervised by Prof. Jimeng Sun. Lead the project of deep reinforcement learning for healthcare applications. Lead the project of Bayesian optimization for tuning data analytic pipelines. Paper published in KDD 2016.'}, {'Position': 'Research Intern', 'Institution': 'Microsoft Research Asia (MSRA)', 'Location': 'Beijing, China', 'Time': 'Feb 2012 - Jun 2015', 'Project': 'Work in Machine Learning Group, supervised by Dr. Tie-Yan Liu and Lead Researcher Taifeng Wang. Lead the project of click prediction for sponsored search. Paper published in AAAI 2014. Main contributor in the project of psychological advertising. Paper published in KDD 2013.'}, {'Position': 'Research Assistant', 'Institution': 'Chinese Academy of Sciences (CAS)', 'Location': 'Beijing, China', 'Time': 'Sep 2012 - Jun 2015', 'Project': 'Work in Institute of Computing Technology (ICT), supervised by Prof. Bin Wang. Lead the project of large scale purchase prediction. Paper published in RecSys 2014.'}, {'Position': 'Research Assistant', 'Institution': 'Tsinghua University', 'Location': 'Beijing, China', 'Time': 'Not provided', 'Project': 'Work in Knowledge Engineering Group (KEG), supervised by Prof. Jie Tang. In charge of the development of online Elsevier APP and new-version social graph.'}, {'Position': 'Research Assistant', 'Institution': 'Wuhan University', 'Location': 'Wuhan, China', 'Time': 'Not provided', 'Project': 'Work in Key Laboratory of Information Security and Trusted Computing (LISS), supervised by Prof. Ming Tang. Lead the project of SCA-resistant crypto chip design, which has led to a national contest prize and a patent.'}]
Background
- Research Interests: Machine Learning, Deep Learning, Question Answering, Knowledge Reasoning, Recommender Systems, Computational Advertising
