Scholar
Jiaxin Zhang
Google Scholar ID: LiDm8jEAAAAJ
Intuit AI Research; Oak Ridge National Lab; Johns Hopkins University
Citations & Impact
Citations
3,011
H-index
25
i10-index
44
Publications
20
Co-authors
69
list available
Publications
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
- - Publications: Over 50 papers, with 35+ as the first author, published in leading AI conferences and journals such as NeurIPS, CVPR, EMNLP, AISTATS, etc.
- - Awards: CTO Award, Intuit (2024); A2D Innovation Award, Intuit (2024); Promising Early-Career Researcher Award, ORNL (2020); NeurIPS Travel Award (2019); Acheson J. Duncan Graduate Research Award, Johns Hopkins (2018); Dean’s Fellowship, Johns Hopkins (2014); National Scholarship of P.R. China (2009, 2012)
- - Projects: Created GitHub repositories for LLM Prompt Optimization and LLM RAG, collectively garnering over 2,000 stars
Research Experience
- - Position: Senior Staff Research Scientist
- - Work Experience: Currently a Senior Staff Research Scientist at Intuit AI Research; previously a Research Staff at Oak Ridge National Laboratory
- - Research Projects: Generative AI, AI Reliability, Uncertainty Quantification, etc.
Education
- - Degree: Ph.D.
- - School: Johns Hopkins University
- - Advisor: Not mentioned
- - Time: Not mentioned
- - Major: Uncertainty Quantification
Background
- - Research Interests: Generative AI (including large language models, diffusion models, vision-language models), AI Reliability (focusing on uncertainty, confidence, and robustness)
- - Professional Field: AI Reliability and Robustness, Uncertainty Quantification, LLM Alignment and Safety, Optimization, AI4Science
- - Introduction: Senior Staff Research Scientist at Intuit AI Research, leading a research team specializing in Generative AI and AI Reliability. Previously, worked on AI for Science at Oak Ridge National Laboratory.
Miscellany
- - Personal Interests: Not mentioned
- - Other: Active in program committees and reviewing for multiple academic conferences, such as ACL, EMNLP, NAACL, NeurIPS, ICML, etc.
