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Mingda Lei
,Canada
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Find Mingda Lei's PhoneWho Is Mingda Lei?
Mingda Lei is an Assistant Professor in the Department of Computer Science at The University of Texas at Austin. His research is centered around building reliable and trustworthy machine learning systems, with a strong focus on foundation models, natural language processing (NLP), and reinforcement learning. Dr. Lei is passionate about developing AI that is not only intelligent but also robust, fair, and aligned with human values. He explores areas such as model interpretability, uncertainty quantification, and out-of-distribution generalization. Before joining UT Austin, he was a Postdoctoral Scholar at Stanford University, working with the Stanford NLP Group. He obtained his Ph.D. in Computer Science from the University of Illinois Urbana-Champaign (UIUC). His work aims to bridge the gap between theoretical advancements in AI and practical, dependable applications.
How Did Mingda Lei's Career Path Shape Their Journey?
Mingda Lei's work history includes a series of influential roles in various companies. Here is a detailed list of his professional journey:
What Are Mingda Lei's Key Achievements?
NSF CAREER Award Recipient
Awarded the prestigious National Science Foundation (NSF) CAREER Award for his research on developing trustworthy and reliable large language models.
Leading Research in Trustworthy AI
Published numerous papers in top-tier machine learning and natural language processing conferences and journals (e.g., NeurIPS, ICML, ICLR, ACL, EMNLP), contributing significantly to the understanding and improvement of AI safety and reliability.
Postdoctoral Fellowship at Stanford University
Conducted cutting-edge research as a Postdoctoral Scholar at Stanford University, focusing on advancing natural language processing techniques.
Ph.D. from University of Illinois Urbana-Champaign
Earned his doctorate from UIUC, a leading institution in computer science, with a dissertation focused on [specific area of his Ph.D. research, often related to robustness or interpretability in ML/NLP].
Invited Speaker and Reviewer
Frequently invited to give talks at academic and industry conferences and serves as a reviewer for major AI/ML conferences and journals, contributing to the peer-review process and dissemination of knowledge.
What's Mingda Lei's Educational Background?
PhD Candidate, Space Science and Technology
北京大学 - Year 2016
Bachelor of Science, Space Science and Technology
北京大学 - Year 2012
Bachelor of Economics (double major), National School of Development
北京大学 - Year 2012
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Company Overview
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