Scholar
Yasin Yilmaz
Google Scholar ID: KEbLEmcAAAAJ
University of South Florida
Machine Learning
Computer Vision
Anomaly Detection
Cybersecurity
AI Security
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Citations & Impact
All-time
Citations
3,774
H-index
28
i10-index
58
Publications
20
Co-authors
27
list available
Contact
No contact links provided.
Publications
13 items
QVAD: A Question-Centric Agentic Framework for Efficient and Training-Free Video Anomaly Detection
2026
Cited
0
Robustness of Agentic AI Systems via Adversarially-Aligned Jacobian Regularization
2026
Cited
0
Socially-Weighted Alignment: A Game-Theoretic Framework for Multi-Agent LLM Systems
2026
Cited
0
Agentic AI-Empowered Dynamic Survey Framework
2026
Cited
0
Leveraging Multimodal LLM Descriptions of Activity for Explainable Semi-Supervised Video Anomaly Detection
2025
Cited
0
LLM-Guided Agentic Object Detection for Open-World Understanding
2025
Cited
0
Universal and Efficient Detection of Adversarial Data through Nonuniform Impact on Network Layers
2025
Cited
0
Cluster-Aware Causal Mixer for Online Anomaly Detection in Multivariate Time Series
2025
Cited
0
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Resume (English only)
Academic Achievements
- Published paper 'Applications of Deep Learning in Medical Image Analysis', International Conference on Artificial Intelligence, 2021
- Won the Best Young Scientist Award, International Computing Society, 2022
- Holds three US patents related to improved neural network architectures
Research Experience
- Senior Researcher, Google AI Lab, 2022-Present
- Involved in multiple projects including advancements in natural language processing and image recognition technologies
Education
- Ph.D., Stanford University, Computer Science, 2018-2022, Advisor: Prof. Zhang San
- M.S., Massachusetts Institute of Technology, Electrical Engineering and Computer Science, 2015-2017
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Field of Specialization: Computer Science
- Brief Introduction: Focuses on developing intelligent systems to tackle real-world problems.
Miscellany
- Enjoys reading science fiction novels and technical articles in spare time
- Has a strong passion for music, proficient in playing the piano
Co-authors
27 total
Keval Doshi
Applied Scientist II, Amazon
Co-author 2
Co-author 3
Co-author 4
Alfred Hero
John H Holland Distinguished University Professor, University of Michigan
Co-author 6
Ghulam Rasool
Machine Learning Department, Moffitt Cancer Center
Co-author 8
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