Scholar
Qingyang Li
Google Scholar ID: Pd50HpAAAAAJ
LLM and RLHF
Citations & Impact
Citations
791
H-index
13
i10-index
20
Publications
20
Co-authors
13
list available
Publications
Resume (English only)
Academic Achievements
- - 'Hierarchical Adaptive Contextual Bandits for Resource Constraint based Recommendation' accepted by WWW 2020 as an oral presentation
- - 'Offline Reinforcement Learning via Trajectory Synthesis' accepted by NeurIPS 2019 Deep RL workshop
- - 'Environment Reconstruction with Hidden Confounders for Reinforcement Learning based Recommendation' accepted by KDD 2019 as an oral presentation
- - Published multiple papers in journals such as Journal of Alzheimer's Disease, Medical Image Analysis, etc.
Research Experience
- - Senior Staff Manager, Didi AI Labs, May 2017 - Present
- - Software Engineer Intern, Amazon Web Services, May 2016 - Aug 2016
- - Machine Learning Researcher, Intel Corporation, Jan 2015 - Aug 2015
- - Research Associate, Arizona State University, Aug 2012 - Apr 2017
Education
- - Degree: Ph.D.
- - University: Arizona State University
- - Advisor: Prof. Jieping Ye
- - Duration: Aug 2012 - Apr 2017
- - Major: Computer Science
- - Degree: B.E.
- - University: Beihang University
- - Duration: Sep 2008 - Jun 2012
- - Major: Computer Science and Engineering
Background
- - Research Interests: Machine Learning and Data Mining
- - Position: Senior Manager at Didi AI Labs
- - Biography: Received Ph.D. in Computer Science from Arizona State University, supervised by Prof. Jieping Ye. Currently a senior staff engineering manager at Didi Research America.
