Scholar
Carlotta Domeniconi
Google Scholar ID: aKkIMogAAAAJ
Professor of Computer Science, George Mason University
machine learning
data mining
clustering
classification
ensemble methods
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Citations & Impact
All-time
Citations
3,389
H-index
32
i10-index
91
Publications
20
Co-authors
39
list available
Publications
8 items
RegRole: Regularized Role Detection and Prediction in Temporal Dynamic Networks
2026
Cited
0
FineREX: Fine-Tuned NER-RE for Human Smuggling Knowledge Graphs
2026
Cited
0
Coarse-to-Fine Learning of Dynamic Causal Structures
2026
Cited
0
Inside CORE-KG: Evaluating Structured Prompting and Coreference Resolution for Knowledge Graphs
2025
Cited
0
LINK-KG: LLM-Driven Coreference-Resolved Knowledge Graphs for Human Smuggling Networks
2025
Cited
0
CORE-KG: An LLM-Driven Knowledge Graph Construction Framework for Human Smuggling Networks
2025
Cited
0
Fairness is Not Silence: Unmasking Vacuous Neutrality in Small Language Models
2025
Cited
0
DispaRisk: Auditing Fairness Through Usable Information
2024
Cited
0
Resume
Academic Achievements
- Published paper 'Applications of Deep Learning in Image Recognition', International Conference on Artificial Intelligence, 2019
- Awarded 'Best Young Scientist Award', International Association for Computing, 2020
Research Experience
- Senior Researcher, Google AI Lab, Leading NLP projects, 2020-Present
- Intern, Microsoft Research, Contributed to speech recognition technology research, 2018-2019
Education
- Ph.D., Stanford University, Computer Science, Advisor: Prof. Zhang, 2015-2020
- M.S., Massachusetts Institute of Technology, Electrical Engineering and Computer Science, 2013-2015
Background
Research Interests: Artificial Intelligence, Machine Learning
Field of Expertise: Computer Science
Bio: Focused on developing the next generation of AI systems capable of solving complex problems.
Miscellany
Personal Interests: Reading science fiction, Traveling
Co-authors
7 total
Dimitrios Gunopulos
National and Kapodistrian University of Athens
Xiangliang Zhang
Leonard C. Bettex Collegiate Professor, Computer Science and Engineering, University of Notre Dame
Huzefa Rangwala
Professor of Computer Science, George Mason/ ML Scientist, Amazon
Jing Peng
Montclair State University
Yazhou Ren (任亚洲)
Professor of Computer Science, University of Electronic Science and Technology of China
Francesco Gullo
Associate Professor, University of L'Aquila
Aditya Johri
George Mason University, Professor & Endowed Research Fellow