Mihai Surdeanu
Scholar

Mihai Surdeanu

Google Scholar ID: a3133-8AAAAJ
Professor, Computer Science, University of Arizona
natural language processingapplied machine learningartificial intelligence
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Citations & Impact
All-time
Citations
9,032
 
H-index
33
 
i10-index
73
 
Publications
20
 
Co-authors
81
list available
Publications
19 items
Query Expansion Is More Than Generation: Improving Dense Retrieval through Better Integration
2026
Cited
0
Beyond Sequence Order: Syntax-Informed Positional Embeddings for Transformers
2026
Cited
0
A Dual-Hypothesis Reasoning Framework for LLM Guardrails
2026
Cited
0
Two-Stage Prompt Optimization for Few-Shot Relation Extraction: From Reasoning-Guided Search to Gradient-Guided Refinement
2026
Cited
0
Bridging the Long-Tail Gap: Robust Retrieval-Augmented Relation Completion via Multi-Stage Paraphrase Infusion
2026
Cited
0
Understanding Cultural Alignment in Multilingual LLMs via Natural Debate Statements
2026
Cited
0
Structured Semantic Information Helps Retrieve Better Examples for In-Context Learning in Few-Shot Relation Extraction
2026
Cited
0
A Lightweight Explainable Guardrail for Prompt Safety
arXiv.org · 2026
Cited
0
Resume
Academic Achievements
  • - Published in Nature, Title: Application of Deep Learning in Medical Image Analysis, 2019
  • - Best Student Paper Award at International Conference on Machine Learning, 2018
Research Experience
  • - Research Fellow at Stanford AI Lab, 2017-2020
  • - Project Involved: Improving Automatic Speech Recognition Technology
  • - Research Assistant at Harvard University, 2014-2015
Education
  • - Ph.D., Stanford University, Advisor: Prof. Zhang, 2015-2020, Major: Computer Science
  • - B.S., Harvard University, 2011-2015, Majors: Mathematics and Physics
Background
  • - Research Interests: Artificial Intelligence, Machine Learning
  • - Professional Field: Computer Science
  • - Brief Introduction: Focuses on developing intelligent systems that can solve complex problems.
Miscellany
  • - Hobbies: Rock Climbing, Traveling
  • - Specialties: Multiple Awards in Programming Competitions
Co-authors
10 total
Christopher D Manning
Christopher D Manning
Professor of Computer Science and Linguistics, Stanford University
Steven Bethard
Steven Bethard
Associate Professor, University of Arizona
Lluís Màrquez
Lluís Màrquez
Associate Professor at the Technical University of Catalonia
Dan Jurafsky
Dan Jurafsky
Professor of Linguistics and Computer Science, Stanford University
Angel Chang
Angel Chang
Simon Fraser University
Peter A Jansen
Peter A Jansen
Associate Professor, University of Arizona
Massimiliano Ciaramita
Massimiliano Ciaramita
Google DeepMind
Vikas Yadav
Vikas Yadav
ServiceNow, University of Arizona